design guidelines to implement six sigma in assembly process

9
Design Guidelines to Implement Six Sigma in Assembly Process Yield of Area Array Solder Interconnect Packages Chunho Kim and Daniel F. Baldwin, Ph.D Packaging Research Center and Advanced Assembly Process Technology (AdAPT) Laboratory The George W. Woodruff School of Mechanical Engineering Georgia Institute of Technology 813 Ferst Dr. NW, Atlanta, GA 30332-0405 Phone: 404-894-4135, Fax: 404-894-9342, Email: [email protected] Abstract Area array solder joints are difficult to visually inspect because solder joints are very tiny and covered by the chip. It may result in the increase of the interconnect defects passing the inspection step. Those defects become evident in later process steps or in the testing of the finished product. Since reworking of area array interconnects is very difficult and costly, interconnect yield is the crucial issue that determines the final product cost. The significance of interconnect yield becomes obvious as the demand on area array packages is growing. Therefore, it is essential to reduce the yield defects as close to zero as possible. The objective of this paper is to suggest design guidelines to implement Six Sigma, i.e., llss than 3.5 defects per million in the assembly process of area array solder interconnect packages. For that purpose, the parameters impacting on interconnect yield are identified, the cause and effect relationships of design and process parameters to interconnect yield are analyzed, and the process design rules to statistically achieve Six Sigma are developed in general and explicit forms. Introduction The past decade has witnessed continual miniaturization, performance growth and cost reduction of electronic components. As the trend toward small size, high performance and low cost continues, a paradigm shift from wire bonding and TAB to area array interconnect has become inevitable in electronic interconnects [ 13. According to the Semiconductor Industry Association (S1A)’s techology roadmap, chips with 2400 I/Os and 1400MHz clock speed are forecast to be in volume by the year 2001. The IlO count and the frequency demanded are beyond current wire bonding or TAB capabilities. To make these types of ICs possible, area array solder bumped interconnect technology provides a viable answer to the needs. In comparison with the popular wire- bonding technology, area array solder bumped interconnect technology provides greater 1/0 density and shorter electrical path with less propagation delay. Electronic packages using area array interconnect have been rapidly growing. According to the source provided by Prismark, the number of packages using area array interconnect including DCA Flip chip, BGA, CSP and PGA is forecast to be more than 10 billion by the year 2003. In addition, area package units are estimated at 87% of all electronics packages with more than 209 I/Os. As the demand on area array interconnect increases, interconnect yield becomes a crucial issue that could affect the economic success or failure in cost competition. Area array solder joints are difficult to visually inspect because solder joints are very tiny and covered by the chip. Although x-ray microscopy and electrical continuity tests are employed to detect solder interconnect defects, the detection capability for area array interconnects seems to be limited. It may result in the increase of the interconnect defects passing the inspection step. Those defects become evident in later process steps or in the testing of the finished product. Since reworking of area array interconnects is very difficult and costly, interconnect yield is the crucial issue that determines the final product cost. The significance of interconnect yield becomes obvious as the product volume increases. Assuming the total product volume is 10 billions, only 1% interconnect failure rate would give rise to a huge economic loss. Therefore, it is essential to obtain close to 100% interconnect yield for the area array interconnect packages being in growing demand. The objective of this paper is to suggest design guidelines to implement Six Sigma, i.e., less than 3.5 defects per million in the assembly process of area array solder interconnect packages. For that purpose, the parameters impacting on interconnect yield are identified, the cause and effect relationships of design and process parameters to interconnect yield are analyzed, and the process design rules to statistically achieve Six Sigma are developed in general and explicit forms. Assembly Process of Area Array Solder Interconnect Packages . The assembly process starts with a bare board entering the placement tool. The chip is first picked from a feeder medium, such as waffle pack feeders, tape and reel, surf tape or a direct wafer feeder. The chip then taken over to stationary camera or imaged by an on-board camera located in the placement head chassis. The relative position and rotation of the chip are recognized by processing the image taken. The chip is then either dipped into a thin film flux bath, or flux is dispensed on to the chip bond site (Fig. 1). Next, the chip is taken to the board, the local fiducial for the chip bond site is imaged, and the reference position for the chip alignment with the substrate pads is computed based on the image. Then the chip is placed on the bond pad position at the programmed distance off the reference position. The assembly is next reflowed in a reflow oven where the eutectic solder bumps melt and wet the 0-7803-7430-4102/$17.00 02002 IEEE 1560 2002 Electronic Components and Technology Conference

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Page 1: Design Guidelines to Implement Six Sigma in Assembly Process

Design Guidelines to Implement Six Sigma in Assembly Process Yield of Area Array Solder Interconnect Packages

Chunho Kim and Daniel F Baldwin PhD Packaging Research Center and

Advanced Assembly Process Technology (AdAPT) Laboratory The George W Woodruff School of Mechanical Engineering

Georgia Institute of Technology 813 Ferst Dr NW Atlanta GA 30332-0405 Phone 404-894-4135 Fax 404-894-9342

Email DanielBaldwinmegatechedu

Abstract Area array solder joints are difficult to visually inspect

because solder joints are very tiny and covered by the chip It may result in the increase of the interconnect defects passing the inspection step Those defects become evident in later process steps or in the testing of the finished product Since reworking of area array interconnects is very difficult and costly interconnect yield is the crucial issue that determines the final product cost The significance of interconnect yield becomes obvious as the demand on area array packages is growing Therefore it is essential to reduce the yield defects as close to zero as possible The objective of this paper is to suggest design guidelines to implement Six Sigma ie llss than 35 defects per million in the assembly process of area array solder interconnect packages For that purpose the parameters impacting on interconnect yield are identified the cause and effect relationships of design and process parameters to interconnect yield are analyzed and the process design rules to statistically achieve Six Sigma are developed in general and explicit forms

Introduction The past decade has witnessed continual miniaturization

performance growth and cost reduction of electronic components As the trend toward small size high performance and low cost continues a paradigm shift from wire bonding and TAB to area array interconnect has become inevitable in electronic interconnects [ 13 According to the Semiconductor Industry Association (S1A)rsquos techology roadmap chips with 2400 IOs and 1400MHz clock speed are forecast to be in volume by the year 2001 The IlO count and the frequency demanded are beyond current wire bonding or TAB capabilities To make these types of ICs possible area array solder bumped interconnect technology provides a viable answer to the needs In comparison with the popular wire- bonding technology area array solder bumped interconnect technology provides greater 10 density and shorter electrical path with less propagation delay

Electronic packages using area array interconnect have been rapidly growing According to the source provided by Prismark the number of packages using area array interconnect including DCA Flip chip BGA CSP and PGA is forecast to be more than 10 billion by the year 2003 In addition area package units are estimated at 87 of all electronics packages with more than 209 IOs As the demand on area array interconnect increases interconnect yield

becomes a crucial issue that could affect the economic success or failure in cost competition

Area array solder joints are difficult to visually inspect because solder joints are very tiny and covered by the chip Although x-ray microscopy and electrical continuity tests are employed to detect solder interconnect defects the detection capability for area array interconnects seems to be limited It may result in the increase of the interconnect defects passing the inspection step Those defects become evident in later process steps or in the testing of the finished product Since reworking of area array interconnects is very difficult and costly interconnect yield is the crucial issue that determines the final product cost The significance of interconnect yield becomes obvious as the product volume increases Assuming the total product volume is 10 billions only 1 interconnect failure rate would give rise to a huge economic loss Therefore it is essential to obtain close to 100 interconnect yield for the area array interconnect packages being in growing demand

The objective of this paper is to suggest design guidelines to implement Six Sigma ie less than 35 defects per million in the assembly process of area array solder interconnect packages For that purpose the parameters impacting on interconnect yield are identified the cause and effect relationships of design and process parameters to interconnect yield are analyzed and the process design rules to statistically achieve Six Sigma are developed in general and explicit forms

Assembly Process of Area Array Solder Interconnect Packages

The assembly process starts with a bare board entering the placement tool The chip is first picked from a feeder medium such as waffle pack feeders tape and reel surf tape or a direct wafer feeder The chip then taken over to stationary camera or imaged by an on-board camera located in the placement head chassis The relative position and rotation of the chip are recognized by processing the image taken The chip is then either dipped into a thin film flux bath or flux is dispensed on to the chip bond site (Fig 1) Next the chip is taken to the board the local fiducial for the chip bond site is imaged and the reference position for the chip alignment with the substrate pads is computed based on the image Then the chip is placed on the bond pad position at the programmed distance off the reference position The assembly is next reflowed in a reflow oven where the eutectic solder bumps melt and wet the

0-7803-7430-4102$1700 02002 IEEE 1560 2002 Electronic Components and Technology Conference

substrate pads In the reflow over the eutectic solder bumps reach 183degC in which the state changes from solid to liquid During this change of state the solder wets out the substrate pads and the chip self aligns driven by the surface tension force of the liquid solder After reflow the assembly is cleaned to remove flux residues and can be functionally tested at this point Next underfill is dispensed along the side of the chip Capillary action draws the underfill under the chip Finally the assembly is taken offline and placed in a batch oven to cure the underfill Aitematively an in-line convection oven can be used to cure the underfill

(a) fluxing (dipdispense) (b) placement

(c) reflow (d) test (e) underfill

Figure 1 Assembly process of area array solder interconnect

Interconnect Yield Definition Interconnect yield may be defined as the ratio of the

number of good interconnected chips produced to the total number of chips started in assembly process Good interconnected chips in this definition may be defined in terms of either functionality or reliability The former means having no fatal defects that would cause immediate rejection and the latter means having no potential defects that would be evident afterward Electrical continuity test may be employed to detect functional defects and burn-in test or shear strength test to detect potential defects

It can be shown that functional interconnect success in the assembly process of area array packages is obtained only when all of the following three steps are successfully accomplished (1) contact of some solder bumps on the substrate pads in the placement process (2) contact of all solder bumps on the substrate pads during the reflow process and (3) wetting of the solder bumps in contact with substrate pads in the reflow process The three steps happen in series and the success of a previous step is the necessary condition for the success of the next step Designating the success rate of each step as horizontal contact yield (Yh) vertical contact yield (YJ and wetting yield (Y) respectively the success rate ie interconnect yield (Y) of the whole assembly process can be written as equation (1)

Y =Y XU XY

More clearly the horizontal contact yield can be defined as the probability that some of the solder bumps make contact with the substrate pads in the placement process prior to the

reflow process the vertical contact yield can be defined as the probability that all solder bumps of a chip make contact with the corresponding substrate pads during the reflow process based on the horizontal contact condition and the wetting yield can be defined as the probability that all solder bumps of a chip wet the substrate pads successfully during the reflow process based on the vertical contact condition

Breaking the interconnect yield into three in this way makes yield analysis easier because geometric factors dominantly affecting the contact yields and chemical factors dominantly affecting the wetting yield can be decoupled

Cause and Effect Analysis Fig 2 shows the cause and effect analysis for the

interconnect yield The horizontal contact yield is basically affected by the misalignment between the solder bumps and the pads in the placement step If the misalignment is so large that none of the solder bumps makes contact with the pads the chip will not be interconnected throughout the following steps The misalignment is attributed to the placement misalignment and the solder mask misregistration depending on the solder mask definition of the local fiducial if the solder mask definition of the local fiducial is solder mask defined (SMD) the reference position for the alignment synchronizes with the solder mask misregistration and thus the the placement positions of the chip bumps when no misalignment in the placement exists will be on the center of the solder mask openings In this case the solder mask misregistration is not a factor impacting on the misalignment On the other hand if the solder mask definition of the local fiducial is non-solder mask defined (NSMD) the reference position for the alignment is not affected by the solder mask misregistration and the placement position of the chip bumps will be deviated from the center of the solder mask openings by the solder mask misregistration The total misalignment due to the solder mask misregistration and the placement misalignment should not exceed the maximum allowable misalignment to ensure the horizontal contact of the chip bumps on the pads The maximum allowable misalignment is geometrically determined by the solder bump size the solder mask thickness the solder mask opening size and the pad size [2] Moreover when there exists the variation of the solder bump size it turns out that the variation of the solder bumps size and the number of solder bumps in a chip also affect the maximum allowable misalignment at the horizontal contact step only three biggest solder bumps can make contact with the corresponding pads As the variation of the solder bump size and the number of the solder bumps increase the expected biggest solder bump size in a chip increases reducing the expected maximum allowable misalignment If considering the rotational misalignment the chip size is a factor impacting on the horizontal contact yield since as the chip size increases the misalignmentt from the center of the pad located at the perimeter due to the roational misalignment increaeses

The vertical contact yield is affected by the solder bump height variation the substrate warpage the standoff height the pad height variation etc The solder bumps shorter than the standoff height between the chip and the pad surface cannot make contact with the pads [3] To ensure that all solder

1561 2002 Electronic Components and Technology Conference

solder mask solder mask placement accuracy

number of solder bumps

solder mask thickness

solder mask opening size

solder bump size

convection flow rate

application method profile

Figure 2 Cause and effect analysis of interconnect yield in assembly process of area array packages

bumps make contact with the pads during reflow process the variation of the solder bump height should be controlled within the limit At this point the standoff height is the critical factor impacting on the vertical contact yield The standoff gap is determined by the balance between the molten solder forces and the chip weight The molten solder forces is comprised of the surface tension and the pressure difference due to the miniscus of the solder joint shape which is affected by the pad size and pattem the solder bump size the convection flow rate the chip weight the p-via on the pad etc By increaseing the pad size the standoff height may be reduced to improve the vertical contact yield However the increment of the pad size is usually limited by the pitch requirement and also short standoff height can increase the bridging defect rate and decrease the solder joint reliability The substrate warpage which may be induced during reflow and pre reflow gives a similar effect with the increased variation of solder bump height on vertical contact yield

Regarding to the wetting yield the wetting of the solder bump which is in contact with the pad is sensitive to the reflow environment gas the flux material and amount the reflow temperature profile etc Usually the solder bumps and pads are covered by the oxidation layer that prevents the solder from initiating the wetting The flux chemically breaks the oxidation layer and enables the wetting of the solder Appropriate amount of flux should be applied If it is too small the oxidation is not removed completely and thus partial wetting occurs and if it is too much then chip is likely to fly out due to the high pressure underneath the chip induced by the flux evaporation during reflow Reflow temperature profile may also be critical particularly the flux activation

temperature and its duration and the duration above the liquidus temperature of the eutectic solder Those factors should be well controlled to prevent the flux from being exhausted before wetting is completed if so the solder can be reoxidized under high temperature and allow all solder bumps to be heated above the melting point

Interconnect Yield Model and Design Guidelines In the paper horizontal contact yield and vertical contact

yield are theoretcially investigated and design guidelines are suggested to achieve Six Sigma in the two interconnect yields

Horizontal Contact Yield In general two kinds of solder mask definition exist

solder mask defined (SMD) and non-solder mask defined (NSMD) If the solder mask definition is SMD the pad size exposed is equal to the opening size of the solder mask and otherwise to the original pad pattem size If the solder mask definition of the fiducial pad is SMD the reference position for alignment will move along with the misregistration of the solder mask since the placemen machine tries to seek the reference position using the exposed pad area in the fiducial Otherwise the reference position is not affected by the misregistration of the solder mask The effect of the solder mask definitions for the bond pads and the fiducial pad on the horizontal contact yield will be discussed

Firstly the yield prediction model will be described below for the case that both of the bond pads and the fiducial pads are SMD The contact condition can be geometrically derived as a function of the solder mask misregistration the placement misalignment and the solder bump size Fig 3 shows the contact conditions for SMD where the shape of the pads and

1562 2002 Electronic Components and Technology Conference

~ R R 1

I ZR E )i

Figure 3 Geometrical limitation for horizontal contact when the bond pad is solder mask defined

the solder mask opening are assumed circular The maximum allowable misalignment (R) of the solder bump from the center of the pad is given by

R = R - A h ( 2Rb - Ah)

where R is the radius of the solder mask opening Ah is the thickness of the solder mask off the pad surface and Rb is the radius of the solder bump If there exists the placement misalignment (r) from the center of the pad the contact condition can be written as

r I R (3)

For horizontal alignment the placement machine generally adopts three independently controlled motors each of which is for lateral longitudinal and rotational alignment Assuming that position misalignment offsets in lateral direction (x) and longitudinal direction (y) are independently and normally distributed with zero mean and O standard deviation it can be shown that the position misalignment offset in radial direction ( r ) follows a weibull distribution as shown in equation (4) Then the probability that the contact condition (equation (3)) is met ie horizontal contact yield (Yh) is given by equation (5) under the assumptions that there is no rotational misalignment

-_ R 2 0 Yh =1-e

If there exists the variation of solder bump size only the three biggest solder bumps make contact with the bond pads Thus the allowable misalignment is determined by the biggest solder bumps Substituting the maximum radius for Rb in equation (2) the other two biggest solder bumps can be guaranteed to make contact with the pads The mean of the maximum radius among n solder bumps can be approximated by employing the Extreme Value Theory [4]

Rbmax P R + O R d (6)

where LIR and OR are the mean and the standard deviation respectively of the radius of the solder bumps when the radius is assumed to be normally distributed The maximum allowable misalignment is thus rewritten as equation (7) It is noticeable that the maximum allowable misalignment decreases as the number of solder bumps and the standard deviation of the radius increase

R = R - d 2 A h ( pR + oR 4) - Ah2 (7)

The design rule to have less than 0002 defects per million that corresponds to the 60 for the normal distribution can be derived from the yield prediction model (equation (5 ) ) by replacing Y h with 1-0002~10~~ (equation (8)) According to the origial concept of Six Sigma [5] it can be shown that ppm level of defects can be obtained even with presence of the shift of the chip placement mean up to 150 in both directions The design rule indicates that the maximum allowable misalignment should be greater than 633 times the standard deviation of the placment misalignment

The horizontal contact yield seems not affected by the misregistration of the solder mask as far as the reference point movement due to the misregistration of the solder mask synchronizes with the bond pad location movement like the case above where the bond pads and the fiducial pads are both SMD However if the solder mask definition is different for the bond pads and the fiducial pads eg the fiducial pads are NSMD and the bond pads are SMD the misregistration of the solder mask is added to the total placement misalignment Thus the effective standard deviation of the placement misalignment ( oef) is given by

2 2 2 eff 0 =O+Os (9)

The horizontal contact yield model for the condition that the bond pads and the fiducial pads are both NSMD can be developed in the same way Under this condition it is assumed that the reference point and the bond pad locations are not affected by the solder mask misregistration In Fig 4 the maximum allowable misalignment of the solder bump from the center of the solder mask opening (not the center of the pad in this case) is geometrically given by equation (2) and the contact condition is given by equation (3) if the placement offset ( r ) is measured from the center of the solder mask opening Since the placement misalignment (rp) and the solder mask misregistration (rs) both from the center of the pad linearly contribute to the placement offset (r) the standard deviation of the placement offset (4) can be given by equation (10) The yield model (equation ( 5 ) ) and the design rule (equation (8)) can be still used by substituting or for under this condition

0 = 0 +0 (10)

1563 2002 Electronic Components and Technology Conference

Figure 4 Geometrical limitation for horizontal contact when the bond pad is non-solder mask defined

If the fiducial pad is SMD and the bond pads are NSMD the solder mask misregistration results in the movement of the reference point and also the center of the solder mask opening Thus the expected placement position of the solder bump on the pad is identical with the center of the solder mask opening and the contribution of the solder mask misregistration (0) to the placement offset (0) is negligible in equation (10) The horizontal contact yield under this condition is the same with the case that the bond pads and the fiducial pads are both SMD as discussed in the first case

The standard deviation of the lateral placement offset (o) may be different from that of the longitudinal placement offset (0) if the driving mechanism for the lateral movement in the placement machine is different from that for the longitudinal movement eg a rubber belt is adopted for the longitudinal driving mechanism In that case the horizontal contact yield model becomes complicated However if assuming qJqy is close to one the horizontal contact yield model can be approximated as

-_ R

2 4 Yh =1-e

As a conclusion the horizontal contact yield model and the design rule can be expressed into one unified fashion equation (1 1) and (12) that are applicable for any of four combinations of the solder mask definition for the bond pads and the fiducial pad It seems that the horizontal contact yield is not affected by the solder mask misregistration when the fiducial pad is SMD On the other hand the placement misalignment is a source of non-horizontal contact for any cases

Figure 5 Rotational placement misalignment

L- 2 633 Oeg

where oeg = up or d z for SMD in fiducial

oef = + 0lsquo for NSMD in fiducial

The rotational placement misalignment is an additional contributing factor that affects the horizontal contact yield In Fig 5 the lateral offset (Ax) and the longitudinal offset (Ay) at a location (x y) caused by the chip rotation (8 is given by equation (13) assuming the chip rotation is small and thus its variances are given by equation (14)

o = y 0 2 2

2 2 2 = x 0

It is assumed the chip rotation is normally distributed Then it shows that when the biggest solder bump is placed on the pad at (x y) the horizontal placement offsets from the center of the pad are normally distributed with the variances proportional to 2 and y2 Noting the probability that the biggest solder bump is placed at a pad is uniform throughout all pads in the chip averaging the variances over the chip area for convenience yields

where L is the chip side length It is concluded that the lateral offset (Ax) and the longitudinal offset (Ay) caused by the chip rotation at the location where the biggest chip is placed are independently and normally distributed with variances given by equation (15) In addition since the chip rotation is assumed to independent of the lateral and longitudinal chip movement the standard deviation of the offset due to the chip rotational misalignment (equation (15)) can be added to the effective standard deviation in equation (12) ie

f o r SMD infiducial (16)

L2 oefl = 0 + arsquo +-oj for NSMD infiducial d 12

1564 2002 Electronic Components and Technology Conference

Vertical Contact Yield Usually the distribution of solder bump height measured

from all population of chips to be assembled can be approximated closely as a normal distribution with a mean amp) and a standard deviation ( a b ) The probability that any solder bump makes contact with the corresponding pad (YJ is equal to the probability that the solder bump height (hbi) is not shorter than the contact distance (hSi-hpj) in Fig 6 ie

Figure 6 Interconnect failure caused by solder bump height variation

Yvi = P ( hbi 2 hSi - hpi ) (17)

where h is the standoff height hPi is the pad thickness and hb

is the solder bump height

Assuming that hpi is also normally distributed with a mean amp) and a standard deviation (ap) a new random variable hbjf h p i is normally distributed with the effective mean lu and the effective standard deviation Thus vertical contact yield for one solder bump can be rewritten as

Yvj = P ( hbi + hpi 2 hSi )

100 io1 102 lo4 n (Os)

Figure 7 The k factor versus the number of IOs

where 4 is the accumulative normal distribution density function Since the vertical contact yield for each solder bump of the chip can be assumed independent the vertical contact yield for one chip ( Y J ie the probability that all solder bumps of the chip make contact with the pads is given by

If Y is close to one it can be approximated as

It is shown that as the number of the solder joints increases the vertical contact yield linearly decreases To obtain the same level of the interconnect yield in the interconnect assembly process of high IO packages the variations of the solder bump size and the pad thickness should be more tightly controlled

The design rule to achieve Six Sigma in vertical contact yield without presence of substrate warpage is given by equation (23) k is the factor specifying the limit of the allowable effective standard deviation with respect to the difference between the effective mean and the standoff height and it is a function of the number of IOs as shown in Fig 7

or since l-(x)= Q(-x)

To simplify the yield model the standoff height can be approximated as a constant since when the number of solder bumps in a chip is greater than 100 as such in most of area array packages the effect of the standoff height variation on the yield is negligible [6] The standoff height calculated based on the averages of the random parameters [7] can be approximately used for the constant standoff height ( h 1

Then the vertical contact yield model becomes As the trend toward high density continues in electronics packaging the bridge between neighboring solder joints is a

1565 2002 Electronic Components and Technology Conference

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 2: Design Guidelines to Implement Six Sigma in Assembly Process

substrate pads In the reflow over the eutectic solder bumps reach 183degC in which the state changes from solid to liquid During this change of state the solder wets out the substrate pads and the chip self aligns driven by the surface tension force of the liquid solder After reflow the assembly is cleaned to remove flux residues and can be functionally tested at this point Next underfill is dispensed along the side of the chip Capillary action draws the underfill under the chip Finally the assembly is taken offline and placed in a batch oven to cure the underfill Aitematively an in-line convection oven can be used to cure the underfill

(a) fluxing (dipdispense) (b) placement

(c) reflow (d) test (e) underfill

Figure 1 Assembly process of area array solder interconnect

Interconnect Yield Definition Interconnect yield may be defined as the ratio of the

number of good interconnected chips produced to the total number of chips started in assembly process Good interconnected chips in this definition may be defined in terms of either functionality or reliability The former means having no fatal defects that would cause immediate rejection and the latter means having no potential defects that would be evident afterward Electrical continuity test may be employed to detect functional defects and burn-in test or shear strength test to detect potential defects

It can be shown that functional interconnect success in the assembly process of area array packages is obtained only when all of the following three steps are successfully accomplished (1) contact of some solder bumps on the substrate pads in the placement process (2) contact of all solder bumps on the substrate pads during the reflow process and (3) wetting of the solder bumps in contact with substrate pads in the reflow process The three steps happen in series and the success of a previous step is the necessary condition for the success of the next step Designating the success rate of each step as horizontal contact yield (Yh) vertical contact yield (YJ and wetting yield (Y) respectively the success rate ie interconnect yield (Y) of the whole assembly process can be written as equation (1)

Y =Y XU XY

More clearly the horizontal contact yield can be defined as the probability that some of the solder bumps make contact with the substrate pads in the placement process prior to the

reflow process the vertical contact yield can be defined as the probability that all solder bumps of a chip make contact with the corresponding substrate pads during the reflow process based on the horizontal contact condition and the wetting yield can be defined as the probability that all solder bumps of a chip wet the substrate pads successfully during the reflow process based on the vertical contact condition

Breaking the interconnect yield into three in this way makes yield analysis easier because geometric factors dominantly affecting the contact yields and chemical factors dominantly affecting the wetting yield can be decoupled

Cause and Effect Analysis Fig 2 shows the cause and effect analysis for the

interconnect yield The horizontal contact yield is basically affected by the misalignment between the solder bumps and the pads in the placement step If the misalignment is so large that none of the solder bumps makes contact with the pads the chip will not be interconnected throughout the following steps The misalignment is attributed to the placement misalignment and the solder mask misregistration depending on the solder mask definition of the local fiducial if the solder mask definition of the local fiducial is solder mask defined (SMD) the reference position for the alignment synchronizes with the solder mask misregistration and thus the the placement positions of the chip bumps when no misalignment in the placement exists will be on the center of the solder mask openings In this case the solder mask misregistration is not a factor impacting on the misalignment On the other hand if the solder mask definition of the local fiducial is non-solder mask defined (NSMD) the reference position for the alignment is not affected by the solder mask misregistration and the placement position of the chip bumps will be deviated from the center of the solder mask openings by the solder mask misregistration The total misalignment due to the solder mask misregistration and the placement misalignment should not exceed the maximum allowable misalignment to ensure the horizontal contact of the chip bumps on the pads The maximum allowable misalignment is geometrically determined by the solder bump size the solder mask thickness the solder mask opening size and the pad size [2] Moreover when there exists the variation of the solder bump size it turns out that the variation of the solder bumps size and the number of solder bumps in a chip also affect the maximum allowable misalignment at the horizontal contact step only three biggest solder bumps can make contact with the corresponding pads As the variation of the solder bump size and the number of the solder bumps increase the expected biggest solder bump size in a chip increases reducing the expected maximum allowable misalignment If considering the rotational misalignment the chip size is a factor impacting on the horizontal contact yield since as the chip size increases the misalignmentt from the center of the pad located at the perimeter due to the roational misalignment increaeses

The vertical contact yield is affected by the solder bump height variation the substrate warpage the standoff height the pad height variation etc The solder bumps shorter than the standoff height between the chip and the pad surface cannot make contact with the pads [3] To ensure that all solder

1561 2002 Electronic Components and Technology Conference

solder mask solder mask placement accuracy

number of solder bumps

solder mask thickness

solder mask opening size

solder bump size

convection flow rate

application method profile

Figure 2 Cause and effect analysis of interconnect yield in assembly process of area array packages

bumps make contact with the pads during reflow process the variation of the solder bump height should be controlled within the limit At this point the standoff height is the critical factor impacting on the vertical contact yield The standoff gap is determined by the balance between the molten solder forces and the chip weight The molten solder forces is comprised of the surface tension and the pressure difference due to the miniscus of the solder joint shape which is affected by the pad size and pattem the solder bump size the convection flow rate the chip weight the p-via on the pad etc By increaseing the pad size the standoff height may be reduced to improve the vertical contact yield However the increment of the pad size is usually limited by the pitch requirement and also short standoff height can increase the bridging defect rate and decrease the solder joint reliability The substrate warpage which may be induced during reflow and pre reflow gives a similar effect with the increased variation of solder bump height on vertical contact yield

Regarding to the wetting yield the wetting of the solder bump which is in contact with the pad is sensitive to the reflow environment gas the flux material and amount the reflow temperature profile etc Usually the solder bumps and pads are covered by the oxidation layer that prevents the solder from initiating the wetting The flux chemically breaks the oxidation layer and enables the wetting of the solder Appropriate amount of flux should be applied If it is too small the oxidation is not removed completely and thus partial wetting occurs and if it is too much then chip is likely to fly out due to the high pressure underneath the chip induced by the flux evaporation during reflow Reflow temperature profile may also be critical particularly the flux activation

temperature and its duration and the duration above the liquidus temperature of the eutectic solder Those factors should be well controlled to prevent the flux from being exhausted before wetting is completed if so the solder can be reoxidized under high temperature and allow all solder bumps to be heated above the melting point

Interconnect Yield Model and Design Guidelines In the paper horizontal contact yield and vertical contact

yield are theoretcially investigated and design guidelines are suggested to achieve Six Sigma in the two interconnect yields

Horizontal Contact Yield In general two kinds of solder mask definition exist

solder mask defined (SMD) and non-solder mask defined (NSMD) If the solder mask definition is SMD the pad size exposed is equal to the opening size of the solder mask and otherwise to the original pad pattem size If the solder mask definition of the fiducial pad is SMD the reference position for alignment will move along with the misregistration of the solder mask since the placemen machine tries to seek the reference position using the exposed pad area in the fiducial Otherwise the reference position is not affected by the misregistration of the solder mask The effect of the solder mask definitions for the bond pads and the fiducial pad on the horizontal contact yield will be discussed

Firstly the yield prediction model will be described below for the case that both of the bond pads and the fiducial pads are SMD The contact condition can be geometrically derived as a function of the solder mask misregistration the placement misalignment and the solder bump size Fig 3 shows the contact conditions for SMD where the shape of the pads and

1562 2002 Electronic Components and Technology Conference

~ R R 1

I ZR E )i

Figure 3 Geometrical limitation for horizontal contact when the bond pad is solder mask defined

the solder mask opening are assumed circular The maximum allowable misalignment (R) of the solder bump from the center of the pad is given by

R = R - A h ( 2Rb - Ah)

where R is the radius of the solder mask opening Ah is the thickness of the solder mask off the pad surface and Rb is the radius of the solder bump If there exists the placement misalignment (r) from the center of the pad the contact condition can be written as

r I R (3)

For horizontal alignment the placement machine generally adopts three independently controlled motors each of which is for lateral longitudinal and rotational alignment Assuming that position misalignment offsets in lateral direction (x) and longitudinal direction (y) are independently and normally distributed with zero mean and O standard deviation it can be shown that the position misalignment offset in radial direction ( r ) follows a weibull distribution as shown in equation (4) Then the probability that the contact condition (equation (3)) is met ie horizontal contact yield (Yh) is given by equation (5) under the assumptions that there is no rotational misalignment

-_ R 2 0 Yh =1-e

If there exists the variation of solder bump size only the three biggest solder bumps make contact with the bond pads Thus the allowable misalignment is determined by the biggest solder bumps Substituting the maximum radius for Rb in equation (2) the other two biggest solder bumps can be guaranteed to make contact with the pads The mean of the maximum radius among n solder bumps can be approximated by employing the Extreme Value Theory [4]

Rbmax P R + O R d (6)

where LIR and OR are the mean and the standard deviation respectively of the radius of the solder bumps when the radius is assumed to be normally distributed The maximum allowable misalignment is thus rewritten as equation (7) It is noticeable that the maximum allowable misalignment decreases as the number of solder bumps and the standard deviation of the radius increase

R = R - d 2 A h ( pR + oR 4) - Ah2 (7)

The design rule to have less than 0002 defects per million that corresponds to the 60 for the normal distribution can be derived from the yield prediction model (equation (5 ) ) by replacing Y h with 1-0002~10~~ (equation (8)) According to the origial concept of Six Sigma [5] it can be shown that ppm level of defects can be obtained even with presence of the shift of the chip placement mean up to 150 in both directions The design rule indicates that the maximum allowable misalignment should be greater than 633 times the standard deviation of the placment misalignment

The horizontal contact yield seems not affected by the misregistration of the solder mask as far as the reference point movement due to the misregistration of the solder mask synchronizes with the bond pad location movement like the case above where the bond pads and the fiducial pads are both SMD However if the solder mask definition is different for the bond pads and the fiducial pads eg the fiducial pads are NSMD and the bond pads are SMD the misregistration of the solder mask is added to the total placement misalignment Thus the effective standard deviation of the placement misalignment ( oef) is given by

2 2 2 eff 0 =O+Os (9)

The horizontal contact yield model for the condition that the bond pads and the fiducial pads are both NSMD can be developed in the same way Under this condition it is assumed that the reference point and the bond pad locations are not affected by the solder mask misregistration In Fig 4 the maximum allowable misalignment of the solder bump from the center of the solder mask opening (not the center of the pad in this case) is geometrically given by equation (2) and the contact condition is given by equation (3) if the placement offset ( r ) is measured from the center of the solder mask opening Since the placement misalignment (rp) and the solder mask misregistration (rs) both from the center of the pad linearly contribute to the placement offset (r) the standard deviation of the placement offset (4) can be given by equation (10) The yield model (equation ( 5 ) ) and the design rule (equation (8)) can be still used by substituting or for under this condition

0 = 0 +0 (10)

1563 2002 Electronic Components and Technology Conference

Figure 4 Geometrical limitation for horizontal contact when the bond pad is non-solder mask defined

If the fiducial pad is SMD and the bond pads are NSMD the solder mask misregistration results in the movement of the reference point and also the center of the solder mask opening Thus the expected placement position of the solder bump on the pad is identical with the center of the solder mask opening and the contribution of the solder mask misregistration (0) to the placement offset (0) is negligible in equation (10) The horizontal contact yield under this condition is the same with the case that the bond pads and the fiducial pads are both SMD as discussed in the first case

The standard deviation of the lateral placement offset (o) may be different from that of the longitudinal placement offset (0) if the driving mechanism for the lateral movement in the placement machine is different from that for the longitudinal movement eg a rubber belt is adopted for the longitudinal driving mechanism In that case the horizontal contact yield model becomes complicated However if assuming qJqy is close to one the horizontal contact yield model can be approximated as

-_ R

2 4 Yh =1-e

As a conclusion the horizontal contact yield model and the design rule can be expressed into one unified fashion equation (1 1) and (12) that are applicable for any of four combinations of the solder mask definition for the bond pads and the fiducial pad It seems that the horizontal contact yield is not affected by the solder mask misregistration when the fiducial pad is SMD On the other hand the placement misalignment is a source of non-horizontal contact for any cases

Figure 5 Rotational placement misalignment

L- 2 633 Oeg

where oeg = up or d z for SMD in fiducial

oef = + 0lsquo for NSMD in fiducial

The rotational placement misalignment is an additional contributing factor that affects the horizontal contact yield In Fig 5 the lateral offset (Ax) and the longitudinal offset (Ay) at a location (x y) caused by the chip rotation (8 is given by equation (13) assuming the chip rotation is small and thus its variances are given by equation (14)

o = y 0 2 2

2 2 2 = x 0

It is assumed the chip rotation is normally distributed Then it shows that when the biggest solder bump is placed on the pad at (x y) the horizontal placement offsets from the center of the pad are normally distributed with the variances proportional to 2 and y2 Noting the probability that the biggest solder bump is placed at a pad is uniform throughout all pads in the chip averaging the variances over the chip area for convenience yields

where L is the chip side length It is concluded that the lateral offset (Ax) and the longitudinal offset (Ay) caused by the chip rotation at the location where the biggest chip is placed are independently and normally distributed with variances given by equation (15) In addition since the chip rotation is assumed to independent of the lateral and longitudinal chip movement the standard deviation of the offset due to the chip rotational misalignment (equation (15)) can be added to the effective standard deviation in equation (12) ie

f o r SMD infiducial (16)

L2 oefl = 0 + arsquo +-oj for NSMD infiducial d 12

1564 2002 Electronic Components and Technology Conference

Vertical Contact Yield Usually the distribution of solder bump height measured

from all population of chips to be assembled can be approximated closely as a normal distribution with a mean amp) and a standard deviation ( a b ) The probability that any solder bump makes contact with the corresponding pad (YJ is equal to the probability that the solder bump height (hbi) is not shorter than the contact distance (hSi-hpj) in Fig 6 ie

Figure 6 Interconnect failure caused by solder bump height variation

Yvi = P ( hbi 2 hSi - hpi ) (17)

where h is the standoff height hPi is the pad thickness and hb

is the solder bump height

Assuming that hpi is also normally distributed with a mean amp) and a standard deviation (ap) a new random variable hbjf h p i is normally distributed with the effective mean lu and the effective standard deviation Thus vertical contact yield for one solder bump can be rewritten as

Yvj = P ( hbi + hpi 2 hSi )

100 io1 102 lo4 n (Os)

Figure 7 The k factor versus the number of IOs

where 4 is the accumulative normal distribution density function Since the vertical contact yield for each solder bump of the chip can be assumed independent the vertical contact yield for one chip ( Y J ie the probability that all solder bumps of the chip make contact with the pads is given by

If Y is close to one it can be approximated as

It is shown that as the number of the solder joints increases the vertical contact yield linearly decreases To obtain the same level of the interconnect yield in the interconnect assembly process of high IO packages the variations of the solder bump size and the pad thickness should be more tightly controlled

The design rule to achieve Six Sigma in vertical contact yield without presence of substrate warpage is given by equation (23) k is the factor specifying the limit of the allowable effective standard deviation with respect to the difference between the effective mean and the standoff height and it is a function of the number of IOs as shown in Fig 7

or since l-(x)= Q(-x)

To simplify the yield model the standoff height can be approximated as a constant since when the number of solder bumps in a chip is greater than 100 as such in most of area array packages the effect of the standoff height variation on the yield is negligible [6] The standoff height calculated based on the averages of the random parameters [7] can be approximately used for the constant standoff height ( h 1

Then the vertical contact yield model becomes As the trend toward high density continues in electronics packaging the bridge between neighboring solder joints is a

1565 2002 Electronic Components and Technology Conference

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 3: Design Guidelines to Implement Six Sigma in Assembly Process

solder mask solder mask placement accuracy

number of solder bumps

solder mask thickness

solder mask opening size

solder bump size

convection flow rate

application method profile

Figure 2 Cause and effect analysis of interconnect yield in assembly process of area array packages

bumps make contact with the pads during reflow process the variation of the solder bump height should be controlled within the limit At this point the standoff height is the critical factor impacting on the vertical contact yield The standoff gap is determined by the balance between the molten solder forces and the chip weight The molten solder forces is comprised of the surface tension and the pressure difference due to the miniscus of the solder joint shape which is affected by the pad size and pattem the solder bump size the convection flow rate the chip weight the p-via on the pad etc By increaseing the pad size the standoff height may be reduced to improve the vertical contact yield However the increment of the pad size is usually limited by the pitch requirement and also short standoff height can increase the bridging defect rate and decrease the solder joint reliability The substrate warpage which may be induced during reflow and pre reflow gives a similar effect with the increased variation of solder bump height on vertical contact yield

Regarding to the wetting yield the wetting of the solder bump which is in contact with the pad is sensitive to the reflow environment gas the flux material and amount the reflow temperature profile etc Usually the solder bumps and pads are covered by the oxidation layer that prevents the solder from initiating the wetting The flux chemically breaks the oxidation layer and enables the wetting of the solder Appropriate amount of flux should be applied If it is too small the oxidation is not removed completely and thus partial wetting occurs and if it is too much then chip is likely to fly out due to the high pressure underneath the chip induced by the flux evaporation during reflow Reflow temperature profile may also be critical particularly the flux activation

temperature and its duration and the duration above the liquidus temperature of the eutectic solder Those factors should be well controlled to prevent the flux from being exhausted before wetting is completed if so the solder can be reoxidized under high temperature and allow all solder bumps to be heated above the melting point

Interconnect Yield Model and Design Guidelines In the paper horizontal contact yield and vertical contact

yield are theoretcially investigated and design guidelines are suggested to achieve Six Sigma in the two interconnect yields

Horizontal Contact Yield In general two kinds of solder mask definition exist

solder mask defined (SMD) and non-solder mask defined (NSMD) If the solder mask definition is SMD the pad size exposed is equal to the opening size of the solder mask and otherwise to the original pad pattem size If the solder mask definition of the fiducial pad is SMD the reference position for alignment will move along with the misregistration of the solder mask since the placemen machine tries to seek the reference position using the exposed pad area in the fiducial Otherwise the reference position is not affected by the misregistration of the solder mask The effect of the solder mask definitions for the bond pads and the fiducial pad on the horizontal contact yield will be discussed

Firstly the yield prediction model will be described below for the case that both of the bond pads and the fiducial pads are SMD The contact condition can be geometrically derived as a function of the solder mask misregistration the placement misalignment and the solder bump size Fig 3 shows the contact conditions for SMD where the shape of the pads and

1562 2002 Electronic Components and Technology Conference

~ R R 1

I ZR E )i

Figure 3 Geometrical limitation for horizontal contact when the bond pad is solder mask defined

the solder mask opening are assumed circular The maximum allowable misalignment (R) of the solder bump from the center of the pad is given by

R = R - A h ( 2Rb - Ah)

where R is the radius of the solder mask opening Ah is the thickness of the solder mask off the pad surface and Rb is the radius of the solder bump If there exists the placement misalignment (r) from the center of the pad the contact condition can be written as

r I R (3)

For horizontal alignment the placement machine generally adopts three independently controlled motors each of which is for lateral longitudinal and rotational alignment Assuming that position misalignment offsets in lateral direction (x) and longitudinal direction (y) are independently and normally distributed with zero mean and O standard deviation it can be shown that the position misalignment offset in radial direction ( r ) follows a weibull distribution as shown in equation (4) Then the probability that the contact condition (equation (3)) is met ie horizontal contact yield (Yh) is given by equation (5) under the assumptions that there is no rotational misalignment

-_ R 2 0 Yh =1-e

If there exists the variation of solder bump size only the three biggest solder bumps make contact with the bond pads Thus the allowable misalignment is determined by the biggest solder bumps Substituting the maximum radius for Rb in equation (2) the other two biggest solder bumps can be guaranteed to make contact with the pads The mean of the maximum radius among n solder bumps can be approximated by employing the Extreme Value Theory [4]

Rbmax P R + O R d (6)

where LIR and OR are the mean and the standard deviation respectively of the radius of the solder bumps when the radius is assumed to be normally distributed The maximum allowable misalignment is thus rewritten as equation (7) It is noticeable that the maximum allowable misalignment decreases as the number of solder bumps and the standard deviation of the radius increase

R = R - d 2 A h ( pR + oR 4) - Ah2 (7)

The design rule to have less than 0002 defects per million that corresponds to the 60 for the normal distribution can be derived from the yield prediction model (equation (5 ) ) by replacing Y h with 1-0002~10~~ (equation (8)) According to the origial concept of Six Sigma [5] it can be shown that ppm level of defects can be obtained even with presence of the shift of the chip placement mean up to 150 in both directions The design rule indicates that the maximum allowable misalignment should be greater than 633 times the standard deviation of the placment misalignment

The horizontal contact yield seems not affected by the misregistration of the solder mask as far as the reference point movement due to the misregistration of the solder mask synchronizes with the bond pad location movement like the case above where the bond pads and the fiducial pads are both SMD However if the solder mask definition is different for the bond pads and the fiducial pads eg the fiducial pads are NSMD and the bond pads are SMD the misregistration of the solder mask is added to the total placement misalignment Thus the effective standard deviation of the placement misalignment ( oef) is given by

2 2 2 eff 0 =O+Os (9)

The horizontal contact yield model for the condition that the bond pads and the fiducial pads are both NSMD can be developed in the same way Under this condition it is assumed that the reference point and the bond pad locations are not affected by the solder mask misregistration In Fig 4 the maximum allowable misalignment of the solder bump from the center of the solder mask opening (not the center of the pad in this case) is geometrically given by equation (2) and the contact condition is given by equation (3) if the placement offset ( r ) is measured from the center of the solder mask opening Since the placement misalignment (rp) and the solder mask misregistration (rs) both from the center of the pad linearly contribute to the placement offset (r) the standard deviation of the placement offset (4) can be given by equation (10) The yield model (equation ( 5 ) ) and the design rule (equation (8)) can be still used by substituting or for under this condition

0 = 0 +0 (10)

1563 2002 Electronic Components and Technology Conference

Figure 4 Geometrical limitation for horizontal contact when the bond pad is non-solder mask defined

If the fiducial pad is SMD and the bond pads are NSMD the solder mask misregistration results in the movement of the reference point and also the center of the solder mask opening Thus the expected placement position of the solder bump on the pad is identical with the center of the solder mask opening and the contribution of the solder mask misregistration (0) to the placement offset (0) is negligible in equation (10) The horizontal contact yield under this condition is the same with the case that the bond pads and the fiducial pads are both SMD as discussed in the first case

The standard deviation of the lateral placement offset (o) may be different from that of the longitudinal placement offset (0) if the driving mechanism for the lateral movement in the placement machine is different from that for the longitudinal movement eg a rubber belt is adopted for the longitudinal driving mechanism In that case the horizontal contact yield model becomes complicated However if assuming qJqy is close to one the horizontal contact yield model can be approximated as

-_ R

2 4 Yh =1-e

As a conclusion the horizontal contact yield model and the design rule can be expressed into one unified fashion equation (1 1) and (12) that are applicable for any of four combinations of the solder mask definition for the bond pads and the fiducial pad It seems that the horizontal contact yield is not affected by the solder mask misregistration when the fiducial pad is SMD On the other hand the placement misalignment is a source of non-horizontal contact for any cases

Figure 5 Rotational placement misalignment

L- 2 633 Oeg

where oeg = up or d z for SMD in fiducial

oef = + 0lsquo for NSMD in fiducial

The rotational placement misalignment is an additional contributing factor that affects the horizontal contact yield In Fig 5 the lateral offset (Ax) and the longitudinal offset (Ay) at a location (x y) caused by the chip rotation (8 is given by equation (13) assuming the chip rotation is small and thus its variances are given by equation (14)

o = y 0 2 2

2 2 2 = x 0

It is assumed the chip rotation is normally distributed Then it shows that when the biggest solder bump is placed on the pad at (x y) the horizontal placement offsets from the center of the pad are normally distributed with the variances proportional to 2 and y2 Noting the probability that the biggest solder bump is placed at a pad is uniform throughout all pads in the chip averaging the variances over the chip area for convenience yields

where L is the chip side length It is concluded that the lateral offset (Ax) and the longitudinal offset (Ay) caused by the chip rotation at the location where the biggest chip is placed are independently and normally distributed with variances given by equation (15) In addition since the chip rotation is assumed to independent of the lateral and longitudinal chip movement the standard deviation of the offset due to the chip rotational misalignment (equation (15)) can be added to the effective standard deviation in equation (12) ie

f o r SMD infiducial (16)

L2 oefl = 0 + arsquo +-oj for NSMD infiducial d 12

1564 2002 Electronic Components and Technology Conference

Vertical Contact Yield Usually the distribution of solder bump height measured

from all population of chips to be assembled can be approximated closely as a normal distribution with a mean amp) and a standard deviation ( a b ) The probability that any solder bump makes contact with the corresponding pad (YJ is equal to the probability that the solder bump height (hbi) is not shorter than the contact distance (hSi-hpj) in Fig 6 ie

Figure 6 Interconnect failure caused by solder bump height variation

Yvi = P ( hbi 2 hSi - hpi ) (17)

where h is the standoff height hPi is the pad thickness and hb

is the solder bump height

Assuming that hpi is also normally distributed with a mean amp) and a standard deviation (ap) a new random variable hbjf h p i is normally distributed with the effective mean lu and the effective standard deviation Thus vertical contact yield for one solder bump can be rewritten as

Yvj = P ( hbi + hpi 2 hSi )

100 io1 102 lo4 n (Os)

Figure 7 The k factor versus the number of IOs

where 4 is the accumulative normal distribution density function Since the vertical contact yield for each solder bump of the chip can be assumed independent the vertical contact yield for one chip ( Y J ie the probability that all solder bumps of the chip make contact with the pads is given by

If Y is close to one it can be approximated as

It is shown that as the number of the solder joints increases the vertical contact yield linearly decreases To obtain the same level of the interconnect yield in the interconnect assembly process of high IO packages the variations of the solder bump size and the pad thickness should be more tightly controlled

The design rule to achieve Six Sigma in vertical contact yield without presence of substrate warpage is given by equation (23) k is the factor specifying the limit of the allowable effective standard deviation with respect to the difference between the effective mean and the standoff height and it is a function of the number of IOs as shown in Fig 7

or since l-(x)= Q(-x)

To simplify the yield model the standoff height can be approximated as a constant since when the number of solder bumps in a chip is greater than 100 as such in most of area array packages the effect of the standoff height variation on the yield is negligible [6] The standoff height calculated based on the averages of the random parameters [7] can be approximately used for the constant standoff height ( h 1

Then the vertical contact yield model becomes As the trend toward high density continues in electronics packaging the bridge between neighboring solder joints is a

1565 2002 Electronic Components and Technology Conference

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 4: Design Guidelines to Implement Six Sigma in Assembly Process

~ R R 1

I ZR E )i

Figure 3 Geometrical limitation for horizontal contact when the bond pad is solder mask defined

the solder mask opening are assumed circular The maximum allowable misalignment (R) of the solder bump from the center of the pad is given by

R = R - A h ( 2Rb - Ah)

where R is the radius of the solder mask opening Ah is the thickness of the solder mask off the pad surface and Rb is the radius of the solder bump If there exists the placement misalignment (r) from the center of the pad the contact condition can be written as

r I R (3)

For horizontal alignment the placement machine generally adopts three independently controlled motors each of which is for lateral longitudinal and rotational alignment Assuming that position misalignment offsets in lateral direction (x) and longitudinal direction (y) are independently and normally distributed with zero mean and O standard deviation it can be shown that the position misalignment offset in radial direction ( r ) follows a weibull distribution as shown in equation (4) Then the probability that the contact condition (equation (3)) is met ie horizontal contact yield (Yh) is given by equation (5) under the assumptions that there is no rotational misalignment

-_ R 2 0 Yh =1-e

If there exists the variation of solder bump size only the three biggest solder bumps make contact with the bond pads Thus the allowable misalignment is determined by the biggest solder bumps Substituting the maximum radius for Rb in equation (2) the other two biggest solder bumps can be guaranteed to make contact with the pads The mean of the maximum radius among n solder bumps can be approximated by employing the Extreme Value Theory [4]

Rbmax P R + O R d (6)

where LIR and OR are the mean and the standard deviation respectively of the radius of the solder bumps when the radius is assumed to be normally distributed The maximum allowable misalignment is thus rewritten as equation (7) It is noticeable that the maximum allowable misalignment decreases as the number of solder bumps and the standard deviation of the radius increase

R = R - d 2 A h ( pR + oR 4) - Ah2 (7)

The design rule to have less than 0002 defects per million that corresponds to the 60 for the normal distribution can be derived from the yield prediction model (equation (5 ) ) by replacing Y h with 1-0002~10~~ (equation (8)) According to the origial concept of Six Sigma [5] it can be shown that ppm level of defects can be obtained even with presence of the shift of the chip placement mean up to 150 in both directions The design rule indicates that the maximum allowable misalignment should be greater than 633 times the standard deviation of the placment misalignment

The horizontal contact yield seems not affected by the misregistration of the solder mask as far as the reference point movement due to the misregistration of the solder mask synchronizes with the bond pad location movement like the case above where the bond pads and the fiducial pads are both SMD However if the solder mask definition is different for the bond pads and the fiducial pads eg the fiducial pads are NSMD and the bond pads are SMD the misregistration of the solder mask is added to the total placement misalignment Thus the effective standard deviation of the placement misalignment ( oef) is given by

2 2 2 eff 0 =O+Os (9)

The horizontal contact yield model for the condition that the bond pads and the fiducial pads are both NSMD can be developed in the same way Under this condition it is assumed that the reference point and the bond pad locations are not affected by the solder mask misregistration In Fig 4 the maximum allowable misalignment of the solder bump from the center of the solder mask opening (not the center of the pad in this case) is geometrically given by equation (2) and the contact condition is given by equation (3) if the placement offset ( r ) is measured from the center of the solder mask opening Since the placement misalignment (rp) and the solder mask misregistration (rs) both from the center of the pad linearly contribute to the placement offset (r) the standard deviation of the placement offset (4) can be given by equation (10) The yield model (equation ( 5 ) ) and the design rule (equation (8)) can be still used by substituting or for under this condition

0 = 0 +0 (10)

1563 2002 Electronic Components and Technology Conference

Figure 4 Geometrical limitation for horizontal contact when the bond pad is non-solder mask defined

If the fiducial pad is SMD and the bond pads are NSMD the solder mask misregistration results in the movement of the reference point and also the center of the solder mask opening Thus the expected placement position of the solder bump on the pad is identical with the center of the solder mask opening and the contribution of the solder mask misregistration (0) to the placement offset (0) is negligible in equation (10) The horizontal contact yield under this condition is the same with the case that the bond pads and the fiducial pads are both SMD as discussed in the first case

The standard deviation of the lateral placement offset (o) may be different from that of the longitudinal placement offset (0) if the driving mechanism for the lateral movement in the placement machine is different from that for the longitudinal movement eg a rubber belt is adopted for the longitudinal driving mechanism In that case the horizontal contact yield model becomes complicated However if assuming qJqy is close to one the horizontal contact yield model can be approximated as

-_ R

2 4 Yh =1-e

As a conclusion the horizontal contact yield model and the design rule can be expressed into one unified fashion equation (1 1) and (12) that are applicable for any of four combinations of the solder mask definition for the bond pads and the fiducial pad It seems that the horizontal contact yield is not affected by the solder mask misregistration when the fiducial pad is SMD On the other hand the placement misalignment is a source of non-horizontal contact for any cases

Figure 5 Rotational placement misalignment

L- 2 633 Oeg

where oeg = up or d z for SMD in fiducial

oef = + 0lsquo for NSMD in fiducial

The rotational placement misalignment is an additional contributing factor that affects the horizontal contact yield In Fig 5 the lateral offset (Ax) and the longitudinal offset (Ay) at a location (x y) caused by the chip rotation (8 is given by equation (13) assuming the chip rotation is small and thus its variances are given by equation (14)

o = y 0 2 2

2 2 2 = x 0

It is assumed the chip rotation is normally distributed Then it shows that when the biggest solder bump is placed on the pad at (x y) the horizontal placement offsets from the center of the pad are normally distributed with the variances proportional to 2 and y2 Noting the probability that the biggest solder bump is placed at a pad is uniform throughout all pads in the chip averaging the variances over the chip area for convenience yields

where L is the chip side length It is concluded that the lateral offset (Ax) and the longitudinal offset (Ay) caused by the chip rotation at the location where the biggest chip is placed are independently and normally distributed with variances given by equation (15) In addition since the chip rotation is assumed to independent of the lateral and longitudinal chip movement the standard deviation of the offset due to the chip rotational misalignment (equation (15)) can be added to the effective standard deviation in equation (12) ie

f o r SMD infiducial (16)

L2 oefl = 0 + arsquo +-oj for NSMD infiducial d 12

1564 2002 Electronic Components and Technology Conference

Vertical Contact Yield Usually the distribution of solder bump height measured

from all population of chips to be assembled can be approximated closely as a normal distribution with a mean amp) and a standard deviation ( a b ) The probability that any solder bump makes contact with the corresponding pad (YJ is equal to the probability that the solder bump height (hbi) is not shorter than the contact distance (hSi-hpj) in Fig 6 ie

Figure 6 Interconnect failure caused by solder bump height variation

Yvi = P ( hbi 2 hSi - hpi ) (17)

where h is the standoff height hPi is the pad thickness and hb

is the solder bump height

Assuming that hpi is also normally distributed with a mean amp) and a standard deviation (ap) a new random variable hbjf h p i is normally distributed with the effective mean lu and the effective standard deviation Thus vertical contact yield for one solder bump can be rewritten as

Yvj = P ( hbi + hpi 2 hSi )

100 io1 102 lo4 n (Os)

Figure 7 The k factor versus the number of IOs

where 4 is the accumulative normal distribution density function Since the vertical contact yield for each solder bump of the chip can be assumed independent the vertical contact yield for one chip ( Y J ie the probability that all solder bumps of the chip make contact with the pads is given by

If Y is close to one it can be approximated as

It is shown that as the number of the solder joints increases the vertical contact yield linearly decreases To obtain the same level of the interconnect yield in the interconnect assembly process of high IO packages the variations of the solder bump size and the pad thickness should be more tightly controlled

The design rule to achieve Six Sigma in vertical contact yield without presence of substrate warpage is given by equation (23) k is the factor specifying the limit of the allowable effective standard deviation with respect to the difference between the effective mean and the standoff height and it is a function of the number of IOs as shown in Fig 7

or since l-(x)= Q(-x)

To simplify the yield model the standoff height can be approximated as a constant since when the number of solder bumps in a chip is greater than 100 as such in most of area array packages the effect of the standoff height variation on the yield is negligible [6] The standoff height calculated based on the averages of the random parameters [7] can be approximately used for the constant standoff height ( h 1

Then the vertical contact yield model becomes As the trend toward high density continues in electronics packaging the bridge between neighboring solder joints is a

1565 2002 Electronic Components and Technology Conference

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 5: Design Guidelines to Implement Six Sigma in Assembly Process

Figure 4 Geometrical limitation for horizontal contact when the bond pad is non-solder mask defined

If the fiducial pad is SMD and the bond pads are NSMD the solder mask misregistration results in the movement of the reference point and also the center of the solder mask opening Thus the expected placement position of the solder bump on the pad is identical with the center of the solder mask opening and the contribution of the solder mask misregistration (0) to the placement offset (0) is negligible in equation (10) The horizontal contact yield under this condition is the same with the case that the bond pads and the fiducial pads are both SMD as discussed in the first case

The standard deviation of the lateral placement offset (o) may be different from that of the longitudinal placement offset (0) if the driving mechanism for the lateral movement in the placement machine is different from that for the longitudinal movement eg a rubber belt is adopted for the longitudinal driving mechanism In that case the horizontal contact yield model becomes complicated However if assuming qJqy is close to one the horizontal contact yield model can be approximated as

-_ R

2 4 Yh =1-e

As a conclusion the horizontal contact yield model and the design rule can be expressed into one unified fashion equation (1 1) and (12) that are applicable for any of four combinations of the solder mask definition for the bond pads and the fiducial pad It seems that the horizontal contact yield is not affected by the solder mask misregistration when the fiducial pad is SMD On the other hand the placement misalignment is a source of non-horizontal contact for any cases

Figure 5 Rotational placement misalignment

L- 2 633 Oeg

where oeg = up or d z for SMD in fiducial

oef = + 0lsquo for NSMD in fiducial

The rotational placement misalignment is an additional contributing factor that affects the horizontal contact yield In Fig 5 the lateral offset (Ax) and the longitudinal offset (Ay) at a location (x y) caused by the chip rotation (8 is given by equation (13) assuming the chip rotation is small and thus its variances are given by equation (14)

o = y 0 2 2

2 2 2 = x 0

It is assumed the chip rotation is normally distributed Then it shows that when the biggest solder bump is placed on the pad at (x y) the horizontal placement offsets from the center of the pad are normally distributed with the variances proportional to 2 and y2 Noting the probability that the biggest solder bump is placed at a pad is uniform throughout all pads in the chip averaging the variances over the chip area for convenience yields

where L is the chip side length It is concluded that the lateral offset (Ax) and the longitudinal offset (Ay) caused by the chip rotation at the location where the biggest chip is placed are independently and normally distributed with variances given by equation (15) In addition since the chip rotation is assumed to independent of the lateral and longitudinal chip movement the standard deviation of the offset due to the chip rotational misalignment (equation (15)) can be added to the effective standard deviation in equation (12) ie

f o r SMD infiducial (16)

L2 oefl = 0 + arsquo +-oj for NSMD infiducial d 12

1564 2002 Electronic Components and Technology Conference

Vertical Contact Yield Usually the distribution of solder bump height measured

from all population of chips to be assembled can be approximated closely as a normal distribution with a mean amp) and a standard deviation ( a b ) The probability that any solder bump makes contact with the corresponding pad (YJ is equal to the probability that the solder bump height (hbi) is not shorter than the contact distance (hSi-hpj) in Fig 6 ie

Figure 6 Interconnect failure caused by solder bump height variation

Yvi = P ( hbi 2 hSi - hpi ) (17)

where h is the standoff height hPi is the pad thickness and hb

is the solder bump height

Assuming that hpi is also normally distributed with a mean amp) and a standard deviation (ap) a new random variable hbjf h p i is normally distributed with the effective mean lu and the effective standard deviation Thus vertical contact yield for one solder bump can be rewritten as

Yvj = P ( hbi + hpi 2 hSi )

100 io1 102 lo4 n (Os)

Figure 7 The k factor versus the number of IOs

where 4 is the accumulative normal distribution density function Since the vertical contact yield for each solder bump of the chip can be assumed independent the vertical contact yield for one chip ( Y J ie the probability that all solder bumps of the chip make contact with the pads is given by

If Y is close to one it can be approximated as

It is shown that as the number of the solder joints increases the vertical contact yield linearly decreases To obtain the same level of the interconnect yield in the interconnect assembly process of high IO packages the variations of the solder bump size and the pad thickness should be more tightly controlled

The design rule to achieve Six Sigma in vertical contact yield without presence of substrate warpage is given by equation (23) k is the factor specifying the limit of the allowable effective standard deviation with respect to the difference between the effective mean and the standoff height and it is a function of the number of IOs as shown in Fig 7

or since l-(x)= Q(-x)

To simplify the yield model the standoff height can be approximated as a constant since when the number of solder bumps in a chip is greater than 100 as such in most of area array packages the effect of the standoff height variation on the yield is negligible [6] The standoff height calculated based on the averages of the random parameters [7] can be approximately used for the constant standoff height ( h 1

Then the vertical contact yield model becomes As the trend toward high density continues in electronics packaging the bridge between neighboring solder joints is a

1565 2002 Electronic Components and Technology Conference

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 6: Design Guidelines to Implement Six Sigma in Assembly Process

Vertical Contact Yield Usually the distribution of solder bump height measured

from all population of chips to be assembled can be approximated closely as a normal distribution with a mean amp) and a standard deviation ( a b ) The probability that any solder bump makes contact with the corresponding pad (YJ is equal to the probability that the solder bump height (hbi) is not shorter than the contact distance (hSi-hpj) in Fig 6 ie

Figure 6 Interconnect failure caused by solder bump height variation

Yvi = P ( hbi 2 hSi - hpi ) (17)

where h is the standoff height hPi is the pad thickness and hb

is the solder bump height

Assuming that hpi is also normally distributed with a mean amp) and a standard deviation (ap) a new random variable hbjf h p i is normally distributed with the effective mean lu and the effective standard deviation Thus vertical contact yield for one solder bump can be rewritten as

Yvj = P ( hbi + hpi 2 hSi )

100 io1 102 lo4 n (Os)

Figure 7 The k factor versus the number of IOs

where 4 is the accumulative normal distribution density function Since the vertical contact yield for each solder bump of the chip can be assumed independent the vertical contact yield for one chip ( Y J ie the probability that all solder bumps of the chip make contact with the pads is given by

If Y is close to one it can be approximated as

It is shown that as the number of the solder joints increases the vertical contact yield linearly decreases To obtain the same level of the interconnect yield in the interconnect assembly process of high IO packages the variations of the solder bump size and the pad thickness should be more tightly controlled

The design rule to achieve Six Sigma in vertical contact yield without presence of substrate warpage is given by equation (23) k is the factor specifying the limit of the allowable effective standard deviation with respect to the difference between the effective mean and the standoff height and it is a function of the number of IOs as shown in Fig 7

or since l-(x)= Q(-x)

To simplify the yield model the standoff height can be approximated as a constant since when the number of solder bumps in a chip is greater than 100 as such in most of area array packages the effect of the standoff height variation on the yield is negligible [6] The standoff height calculated based on the averages of the random parameters [7] can be approximately used for the constant standoff height ( h 1

Then the vertical contact yield model becomes As the trend toward high density continues in electronics packaging the bridge between neighboring solder joints is a

1565 2002 Electronic Components and Technology Conference

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 7: Design Guidelines to Implement Six Sigma in Assembly Process

concem The bridge defect in area array interconnect can occur when the big solder joint of liquid state is compressed in the relatively small standoff height between the chip and the substrate and consequently swells in lateral direction to meet the adjacent solder joint or when the solder joint of liquid state wets out over the non-wettable mask beyond the bond pad to the neighboring solder joint

Non-bridge interconnect yield (YnJ is defined as the probability that there is no potential bridge defect in the area array interconnect Being defined in this way the non-bridge yield depends on how the potential bridge is defined Comprehensively the potential bridge may be defined as the liquid solder joint whose shape is unstable so that it can easily make a connection with a neighboring solder joint even by trivial environmental change In this study a confined definition of the potential bridge is suggested by determining the instability condition of the solder joint based on the geometry of the liquid solder joint the potential bridge is defined as the solder joint whose contact angle on the chip and the substrate is 180 as shown Fig 8 Under this condition the restoring force of the solder toward the stable shape is very weak and thus the solder joint shape may change sensitively to external disturbance In addition the solder touches the non- wettable layer (solder mask or dielectric layer) whose surface can be chemically non-uniform and thus the solder joint is likely to be unstable

The solder joint volume (Vu) under the potential bridge condition can be estimated by equation (24) by assuming the meniscus of the solder joint is circular [8] and the maximum thickness of the solder joint ( D ) by equation (25)

When r is the pad radius in this equation Vu can be the lower limit of solder joint volume under the potential bridege ie if the solder joint volume is greater than Vu it is under the potential bridge condition The solder bump height (hbu)

corresponding to the lower limit of the potential bridge can be found by equalizing equation (24) to equation (25) for the solder bump volume (vb) pre reflow Then hbu becomes the upper limit to avoid the potential defects If the bond pad is non-solder mask defined the pad volume should be added to the solder bump volume

Vb =-hb(hi+3r2) n 6

Figure 8 Definition of the potential bridge

bridge Thus the non-bridge interconnect yield as defined is the probability that the height of every solder bump (hb) in the chip is shorter than the corresponding upper limit (hbui)

n

If it is assumed that the standoff height is a constant for every solder joint and thus the upper limit of the solder bump height for each solder bump is the same the non-bridge interconnect yield can be rewritten as

The design rule to achieve Six Sigma in non-bridge interconnect yield is given by equation (29) where k is defined in equation (23)

hbu-pb 2 k when Ynb = 1 O b

FR4 substrate is being widely used to produce low cost electronic products At the same time to meet the requirements of small size and high performance highly dense circuits are designed on the multilayer FR4 substrates The substrate warpage cannot be avoided in the processing of multi layers under multi processing temperatures Even trivial warpage may be critical in the interconnect yield of highly dense electronics packages [9] Ability to specify the tolerable limit of the substrate warpage in terms of interconnect yield would be substantial to manage the quality of the substrate and reduce the economy waste caused by interconnect yield loss

The vertical contact yield model with presence of substrate warpage was developed The model starts with the assumption that the substrate warpage profile is known with respect to the coordinate system in Fig9 The offset of each substrate pad (z) from the base plane is known as such in equation (30) where the pad is located at xi and yi in x-y plane The offset of

each substrate pad can be rewritten using the average height (i ) of all the pads and the deviation (bi) from the average height as equation (31) hu + 3r2hb - h (h +3nrhs + 6 r 2 ) = 0 (26)

By solving the 3th order polynomial equation above the upper limit of the solder bump height to avoid the potential bridge can be obtained If a solder bump height is greater than the upper limit the solder bump can be considered a potential

- z i = z + A z i

1566 2002 Electronic Components and Technology Conference

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 8: Design Guidelines to Implement Six Sigma in Assembly Process

Here it is assumed that the offset of the active surface of the chip from the level at the average height is equal to the standoff height of the chip measured if the substrate were flat and parallel to the chip Then the standoff height (hJ of each solder joint can be expressed as

C

hsi = h -hi

Thus with presence of substrate warpage the vertical contact yield model (equation (20)) becomes

The vertical contact yield model can be calculated only when the height offsets of all the pads due to the substrate warpage are known In general the substrate warpage can be characterized by the maximum height offset which usually is measured at the comer of the substrate To make the vertical contact yield compatible with the conventional characterization of the substrate warpage the lower bound of the vertical contact yield can be derived in terms of the maximum height offset (Am) of the substrate warpage

(34)

Defining Wand cas C

The lower bound of the vertical contact yield in terms of the maximum offset of the substrate warpage can be expressed by two dimensionless parameters as equation (36) v i s the parameter representing the vertical contact yield without substrate warpage and 5 is the parameter representing the effect of the substrate warpage on the vertical contact yield

The design rule to achieve Six Sigma can be obtained from the lower bound of the vertical contact yield Fig 10 shows the process window to have less than 0002 defects per million It is shown that the effect of the number of IOs on the allowable limit of the substrate warpage is small though the higher number of IOs requires the tighter tolerance of the substrate warpage

Conclusions The cause and effect analysis and the yield prediction

models presented in the paper can provide an intuitive engineering analysis capturing the process physics and enable rapid design process evaluation The current feasible manufacturing processes may not meet the yield requirement of the chip with high 10 count and small solder joints

demanded in the future The process models can be used to evaluate the process capability with respect to the needs in the future and help decide how the processes should be improved to meet the needs unless the current processes are judged to be capable

Design rules to achieve ppm level of defects in assembly process for area array solder interconnect packages are presented in general and explicit forms The parameter variations cannot be avoided due to inherent imperfections in the manufacturing processes [ 10-1 11 Rather it is important to control the manufacturing process so that the parameter variations are limited to certain quantities within which the desired yield is obtained Therefore to have an ability to specify the parameter variation limits required is essential for manufacturing process designers It is expected that design rules presented in the paper enable to efficiently achieve Six Sigma in the assembly process combined with the conventional statistical process control tools [ 121

Figure 9 Substrate warpage

91 rdquo rsquo rdquo rsquo rdquo I

ldquo6 7 8 9 10 11 12 13 14 15 -

w=- ph - hs h

Figure 10 Process window specifying the allowable limit of the substrate warpage

References 1 PA Totta ldquoParadigm Shift in Interconnection

Technologiesrdquo Proc Area Array Pack Tech Workshop Flip Chip and BGA 1997

2 P Kondos et al ldquoOptimizing Flip Chip Substrate Layout for Assemblyrdquo Proc High Density Interconnect pp617- 6292000

3 B H Yeung and T T Lee ldquoEvaluation and Optimization of Package Processing Design and Reliability through Solder Joint Profile Predictionrdquo Proc 51th Elect Comp Tech Conf pp- 2001

1567 2002 Electronic Components and Technology Conference

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference

Page 9: Design Guidelines to Implement Six Sigma in Assembly Process

4

5 6

7

8

9

MRLeadbetter Georg Lindgren and Holger Rootzen ldquoExtremes and Related Properties of Random Sequences and Processesrdquo Springer 1983 GE Report ldquoWhat is Six Sigmardquo Chunho Kim and DFBaldwin ldquoA Theoretical Yield Prediction Model for Area Array Solder Interconnectrdquo ASME lnterPACKrsquoO1 Hawaii July 2001 K Srihari and S Rajagopalan BGADCA Consortium- Advanced Technology 1996 S M Heinrich et al ldquoPrediction of Solder Joint Geometries in Array-Type Interconnectsrdquo ASME Journal Electronic Packaging Vo1118 pp114-121 1996 P B Rao and M Drakash ldquoEffect of Substrate Warpage on the Second Level Assembly of Advanced Plastic Ball Grid Array (PBGA) Packagesrdquo IEEEKPMT lntrsquol Elect Manu Tech Symp pp439-446 1997

10 A A Primavera ldquoThe Influence of PCB Parameters on CSP Assembly and Reliabilityrdquo Advanced Packaging Magazine Vo19 2000

11 Y Li R L Mahajan and J Tong ldquoDesign Factors and Their Effect on PCB Assembly Yield-Statistical and Neural Network Predictive Modelsrdquo IEEE Trans Comp Pack Manuf Tech pp183-191 1994

12 J L Cawley Cicuits assembly pp 62-67 March 1999

0 COLOR W e alert you to the presence of color in the 1 CD-ROM version of this paper I httpEwwwcpmtorgproceedings

1568 2002 Electronic Components and Technology Conference