closed loop welding controller for manufacturing process 2
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IOP Conference Series Materials Science and Engineering
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Closed Loop Welding Controller for ManufacturingProcessTo cite this article F Bonaccorso et al 2011 IOP Conf Ser Mater Sci Eng 26 012003
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Closed Loop Welding Controller for Manufacturing Process
F Bonaccorso1 C Bruno1 L Cantelli1 D Longo1 G Muscato1 S Rapisarda1
1Universitagrave degli Studi di Catania DIEES Viale A Doria 6 95125 Catania ITALY E-mail gmuscato dieesunictit Abstract The aim of this paper is to investigate on the closed loop welding controller of a rapid manufacturing Shaped Metal Deposition (SMD) process SMD was developed and patented by Rolls-Royce in order to produce mechanical parts directly from a CAD model A simplified SMD plant has been set up in order to investigate the welding dynamics and parameters and to develop a SMD automatic controller On the basis of the experience acquired some basic control laws have been developed and a closed loop controller has been implemented This controller permits to find and to maintain the process stability condition so that the final process results totally automatic The control is performed adjusting the welding conditions on the basis of arc voltage information obtained from the welding machine during the deposition The experimental results reported confirm the validity of the proposed strategy
1 Introduction The Shaped Metal Deposition (SMD) process is a novel manufacturing technique developed and patented by Rolls-Royce a few years ago in order to produce mechanical parts directly from a CAD model The work presented in this paper has been carried out in the frame of the RAPOLAC European project [1] [2] and aims to investigate upon an automatic control system in order to free the operator from constant monitoring and manually acting on the welding process parameters
The innovative aspect of the SMD process is a reversed production philosophy Up to now the traditional manufacturing methods such as machining are based on the material removal from the work piece in order to obtain a desired final shape There are several evident drawbacks in this process as the large waste of material in scraps and the consequent increase of the costs depending of the material used
The SMD process reverses this destructive production philosophy and works by adding progressively the material to the final work piece in order to obtain the desired component final shape This means that effectively no process scraps are produced thus minimizing the material used to the strictly amount required [3] [4]
2 SMD experimental set up In order to investigate on the SMD process dynamics and control strategies a simplified SMD plant has been set up in our laboratory with a six axis industrial welding robot and a 500A TIG inverter welding machine as it is shown in Figure 1 SMD process prescribes using of a sealed chamber with 99999 purity argon However since the chamber was not available in our laboratory we concentrated our effort mainly on the control system without taking too much attention to the quality of the final pieces
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
Published under licence by IOP Publishing Ltd 1
With
fundameThese arover the
Otherconditionbeen adoand a calgorithm[7][8] aphases detection
The creal timevarious c
3 The As it wamaterial shown inmaterial
the purposeental the SMre adopted ftime during
r aspects of ns are very opted equippcooling systems have beeand arc lengthlike single n
F
control archie environmencontrol strate
process desas mentioned
to the final n Figure 3 Tcomes from
Figure 1 T
e of studyingMD plant hasfor analysingthe depositiothe process hard in term
ped with a coem in orde
en implemenh The algorcolour plane
Figure 2 Cont
itecture blocnt for monitoegies
scription d in the introwork piece
The process m the wire fee
The arc weldi
g the dynamis been equippg both the teon process can be evalu
m of temperomposite filter to preserted in order rithm impliese extraction
trol architectu
ck diagram ioring all par
oduction the This is achtypically wo
eder
ing plant for p
ic of the SMped with a 0emperature d
uated by imature and luter system (6rve its oper
to perform s in addition lookup tab
ure block diag
s shown in Frameters of p
e SMD prochieved by adorks using a
performing SM
MD process 05 mm spot distribution a
mage processiuminosity [5]610nm bandative conditthe measuren to the imagble threshol
ram of the arc
Figure 2 Thprocess and
cess basicallydding the maa TIG weldin
MD process
in fact its thpyrometer aand the heat
ing though ][6] Conseq
d pass and 75tions Severement of welge calibratioding particl
c welding SM
his makes usevaluating th
y works by aterial requirng system [9
hermal aspecand a thermoting and coo
TIG weldingquently a cam5 attenuatoral image prlding pool d
on several prle analysis a
D
se of the NI he implemen
adding progred layer by 9] where the
ts appear o camera oling rate
g process mera has or optics) rocessing
dimension rocessing and edge
Labview ntation of
gressively layer as
e injected
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
2
The s
heat souby the Ttwo subsWF) as
The constantresult thfor SMDlayer is d
On thThe travwidth an
Oncemust be
4 The The procdeposite
Havinimportan(See Figdepositedepositin
Our blayer aftto the ste
F
study of the urce providedTravel Speed sequent layeindicated in final work
t whereas thhe amperage D Figure 1 sdeposited ovhe other han
vel speed cannd the work pe fixed SH Aused for con
proposed ccess described keeps equang said thisnt process ingure 4) Inded layer by lng too much basic idea is ter another itep height (ie
Figure 3 A s
process has d to the proc TS) the th
ers SH) andFigure 3 piece produ
he final worand the wir
shows a schever a WY widd there are t
nnot be changpiece thickneA and TS inntrolling the p
ontrol strateed in the lastals to the steps actual tor
nformation toeed the torcayer so it isor too few mthat if the syt means that e to the reso
chematic repr
permitted thcess (indicatehickness impd the injected
uction time rkspace shapre feeder rateematic represdth bead for two differentged so only ess n order to guprocess
egy t section impp height rch distance o measure inch height fos strictly relamaterial causystem succee
the system hlution of the
Figure 4
resentation of
he classificated by the torposed for eacd material m
constraint ipe resolutione are the twosentation of a given TS t
t ways to mothe amperag
uarantee the
plies that the
from the bn order to guorm the beadated to the wsing the systeds in maintahas depositepiece to real
4 Torch-bead
the SMD dep
tion of fourrch amperagch layer (indi
mass rate (ind
involves then imposes a o parametersthe depositiotravel speedodulate the b
ge has been u
stability of
e stability is
bead deposiuarantee the sd gives indiwire feeder ctem being unaining the samd the exact alize)
d distance
osition proces
fundamentalge A) the toicated by thedicated by th
e travel speeproper step representingon process i bead width dused to modu
the process
assured if th
ited represenstability of thirect informacontrol stratenstable me gap durinamount of m
ss
l key paramorch speed (e step heighthe Wire Fee
ed to be mheight choi
g the controlin which the
during the deulate the weld
the wire fe
he height of
nts one of the depositionation of the egy in order
ng the deposmaterial corre
eters the indicated t between der rate
maintained ice As a l variable
e h height
eposition ding pool
eeder rate
the layer
the most n process
material to avoid
sition of a sponding
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
3
In therespected
In a enough tlayer ma
Figurwhich a phenomefeed rate
Fan
On thmaterial validated
In shregulate height imto adaptinterpretrate
e following d are reportefew words to let the maaking the arcre 5 shows thgap excessiv
ena As can e No irregula
Figure 5 Gapnd wire feed r
he other handto be lost in
d by the trenhort the basi
the amountmposed for tht the incomted as an inc
966
11
115
12
125
Arc
Vol
tage
[V]
966
1200
1300
1400
1500
1600
1700
WF
[mm
min
]part some ced if too much
aterial be melc too short anhe measuredvely small sbe observedarities can be
p excessivelyrate time serie
d if too fewn spatters ard of arc voltac idea for st of materialhe process A
ming materialcorrect quant
968 97 972Time [m
968 97 97Time [m
consideration
h material islted and depond leading tod arc voltageituation has
d from Figuree observed fr
y small arc ves
w material is around the beage time serietting up anl to deposit According tol mass for tity of depos
Figure 7
2 974 976 9min]
72 974 976min]
ns about wha
s feed and thosited the to
orch vibratione and wire febeen performe 5 torch vibrom arc volta
voltage
added the aread and the ies as shownn automatic on each lay
o this informeach layer
sited material
Arc length m
978
978
at occurs wh
he travel speorch height frns due to theeed rate timemed in ordebrations cauage time seri
Figure 6 Gawire feed rate
rc length incarc to be un
n in Figure 6controller is
yer Thereformation the wi
An error inl so it can b
measurement
1066
13
135
14
Arc
Volta
ge [V
]
1066
3400
3600
3800
WF
[mm
min
]
hen the prev
eed andor tf
rom the beade excess of me series acquer to observeses oscillatioies
ap excessivelye time series
creases layer nstable This6 s to measurere this must ire feed rate n the gap m
be used to co
1068 107 10Tim
1068 107 10Tim
vious stateme
the amperaged will reducematerial injecuired during
e and charactons of measu
y large arc vo
r by layer leas last conside
e the gap in be equal tois controlled
measuremenorrect the wi
072 1074 1076e [min]
072 1074 1076e [min]
ent is not
e are not e layer by cted g a test in terize the ured wire
oltage and
ading the eration is
order to o the step d in order nt can be ire feeder
6 1078
1078
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
4
As an alternative of video feedback above mentioned there are even different aspects of the process that can be used to measure the gap which are all directly connected to the arc length such as the arc emitted light [101112] the arc emitted sound [131415] and the arc voltage as shown in Figure 7
Though also the video feedback the arc emitted light and sound were deserved in our investigation at moment the arc voltage is the parameter that permits in the simplest manner to evaluate the gap The arc voltage is the most used parameter to measure the arc length as matter of fact that all welding machines usually have an output referred to the arc voltage It is typically used in the so called automatic voltage control (AVC) systems Although the current is controlled by the power source controller the arc voltage is primarily determined by the arc length and to a secondary degree by the arc current Ordinarily the welder specifies the desired arc voltage and a classical feedback loop (the AVC) adjusts the vertical position of the torch and consequently the arc length through a servo mechanism to achieve the required voltage
On the basis of these considerations a simple but effective control strategy has been studied once defined an arc voltage reference corresponding to a certain gap an error on the arc voltage value can be interpreted not as a torch positioning error but as an erroneous position of the bead below and consequently an erroneous value of wire feeder rate
Therefore the control strategy is implemented by a linear proportional action around a stable working point as described by the equation (1)
)( refVVkWFWF minussdot+= (1)
The wire feed rate WF represents the value corresponding to the stable process working point in
which all the material coming from the wire feeder is deposited in each layer ensuring the stability of the process This value is strictly connected to the value of the other parameters amperage travel speed and desired step height The gain k represents voltage to wire feeder rate conversion factor
The control strategy adopted is briefly represented in Figure 8 as a linear action on the wire feed rate on the basis of the error between the measured arc voltage value V and the arc voltage reference Vref the wire feeder rate is corrected in order to compensate for a wrong amount of material injected For a null error the wire feeder rate WF is imposed meaning that the desired step height is respected
A saturation is performed in order to assure deposition of uniform layers
Figure 8 The control strategy characteristic adopted by the controller
5 Experimental results The reported test regards the deposition of the 50 layers cylinder shown in Figure 9 It has been performed using the following working point TS =25 mmsec SH= 1 mm Amperage=100 A WF=1300 mmmin The resulting form presents shape irregularities propagated along the structure caused by the too high mechanical time response of wire feeder
WF
V-Vref
WF
WF
V-Vref
WF
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
5
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
Closed Loop Welding Controller for Manufacturing Process
F Bonaccorso1 C Bruno1 L Cantelli1 D Longo1 G Muscato1 S Rapisarda1
1Universitagrave degli Studi di Catania DIEES Viale A Doria 6 95125 Catania ITALY E-mail gmuscato dieesunictit Abstract The aim of this paper is to investigate on the closed loop welding controller of a rapid manufacturing Shaped Metal Deposition (SMD) process SMD was developed and patented by Rolls-Royce in order to produce mechanical parts directly from a CAD model A simplified SMD plant has been set up in order to investigate the welding dynamics and parameters and to develop a SMD automatic controller On the basis of the experience acquired some basic control laws have been developed and a closed loop controller has been implemented This controller permits to find and to maintain the process stability condition so that the final process results totally automatic The control is performed adjusting the welding conditions on the basis of arc voltage information obtained from the welding machine during the deposition The experimental results reported confirm the validity of the proposed strategy
1 Introduction The Shaped Metal Deposition (SMD) process is a novel manufacturing technique developed and patented by Rolls-Royce a few years ago in order to produce mechanical parts directly from a CAD model The work presented in this paper has been carried out in the frame of the RAPOLAC European project [1] [2] and aims to investigate upon an automatic control system in order to free the operator from constant monitoring and manually acting on the welding process parameters
The innovative aspect of the SMD process is a reversed production philosophy Up to now the traditional manufacturing methods such as machining are based on the material removal from the work piece in order to obtain a desired final shape There are several evident drawbacks in this process as the large waste of material in scraps and the consequent increase of the costs depending of the material used
The SMD process reverses this destructive production philosophy and works by adding progressively the material to the final work piece in order to obtain the desired component final shape This means that effectively no process scraps are produced thus minimizing the material used to the strictly amount required [3] [4]
2 SMD experimental set up In order to investigate on the SMD process dynamics and control strategies a simplified SMD plant has been set up in our laboratory with a six axis industrial welding robot and a 500A TIG inverter welding machine as it is shown in Figure 1 SMD process prescribes using of a sealed chamber with 99999 purity argon However since the chamber was not available in our laboratory we concentrated our effort mainly on the control system without taking too much attention to the quality of the final pieces
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
Published under licence by IOP Publishing Ltd 1
With
fundameThese arover the
Otherconditionbeen adoand a calgorithm[7][8] aphases detection
The creal timevarious c
3 The As it wamaterial shown inmaterial
the purposeental the SMre adopted ftime during
r aspects of ns are very opted equippcooling systems have beeand arc lengthlike single n
F
control archie environmencontrol strate
process desas mentioned
to the final n Figure 3 Tcomes from
Figure 1 T
e of studyingMD plant hasfor analysingthe depositiothe process hard in term
ped with a coem in orde
en implemenh The algorcolour plane
Figure 2 Cont
itecture blocnt for monitoegies
scription d in the introwork piece
The process m the wire fee
The arc weldi
g the dynamis been equippg both the teon process can be evalu
m of temperomposite filter to preserted in order rithm impliese extraction
trol architectu
ck diagram ioring all par
oduction the This is achtypically wo
eder
ing plant for p
ic of the SMped with a 0emperature d
uated by imature and luter system (6rve its oper
to perform s in addition lookup tab
ure block diag
s shown in Frameters of p
e SMD prochieved by adorks using a
performing SM
MD process 05 mm spot distribution a
mage processiuminosity [5]610nm bandative conditthe measuren to the imagble threshol
ram of the arc
Figure 2 Thprocess and
cess basicallydding the maa TIG weldin
MD process
in fact its thpyrometer aand the heat
ing though ][6] Conseq
d pass and 75tions Severement of welge calibratioding particl
c welding SM
his makes usevaluating th
y works by aterial requirng system [9
hermal aspecand a thermoting and coo
TIG weldingquently a cam5 attenuatoral image prlding pool d
on several prle analysis a
D
se of the NI he implemen
adding progred layer by 9] where the
ts appear o camera oling rate
g process mera has or optics) rocessing
dimension rocessing and edge
Labview ntation of
gressively layer as
e injected
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
2
The s
heat souby the Ttwo subsWF) as
The constantresult thfor SMDlayer is d
On thThe travwidth an
Oncemust be
4 The The procdeposite
Havinimportan(See Figdepositedepositin
Our blayer aftto the ste
F
study of the urce providedTravel Speed sequent layeindicated in final work
t whereas thhe amperage D Figure 1 sdeposited ovhe other han
vel speed cannd the work pe fixed SH Aused for con
proposed ccess described keeps equang said thisnt process ingure 4) Inded layer by lng too much basic idea is ter another itep height (ie
Figure 3 A s
process has d to the proc TS) the th
ers SH) andFigure 3 piece produ
he final worand the wir
shows a schever a WY widd there are t
nnot be changpiece thickneA and TS inntrolling the p
ontrol strateed in the lastals to the steps actual tor
nformation toeed the torcayer so it isor too few mthat if the syt means that e to the reso
chematic repr
permitted thcess (indicatehickness impd the injected
uction time rkspace shapre feeder rateematic represdth bead for two differentged so only ess n order to guprocess
egy t section impp height rch distance o measure inch height fos strictly relamaterial causystem succee
the system hlution of the
Figure 4
resentation of
he classificated by the torposed for eacd material m
constraint ipe resolutione are the twosentation of a given TS t
t ways to mothe amperag
uarantee the
plies that the
from the bn order to guorm the beadated to the wsing the systeds in maintahas depositepiece to real
4 Torch-bead
the SMD dep
tion of fourrch amperagch layer (indi
mass rate (ind
involves then imposes a o parametersthe depositiotravel speedodulate the b
ge has been u
stability of
e stability is
bead deposiuarantee the sd gives indiwire feeder ctem being unaining the samd the exact alize)
d distance
osition proces
fundamentalge A) the toicated by thedicated by th
e travel speeproper step representingon process i bead width dused to modu
the process
assured if th
ited represenstability of thirect informacontrol stratenstable me gap durinamount of m
ss
l key paramorch speed (e step heighthe Wire Fee
ed to be mheight choi
g the controlin which the
during the deulate the weld
the wire fe
he height of
nts one of the depositionation of the egy in order
ng the deposmaterial corre
eters the indicated t between der rate
maintained ice As a l variable
e h height
eposition ding pool
eeder rate
the layer
the most n process
material to avoid
sition of a sponding
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
3
In therespected
In a enough tlayer ma
Figurwhich a phenomefeed rate
Fan
On thmaterial validated
In shregulate height imto adaptinterpretrate
e following d are reportefew words to let the maaking the arcre 5 shows thgap excessiv
ena As can e No irregula
Figure 5 Gapnd wire feed r
he other handto be lost in
d by the trenhort the basi
the amountmposed for tht the incomted as an inc
966
11
115
12
125
Arc
Vol
tage
[V]
966
1200
1300
1400
1500
1600
1700
WF
[mm
min
]part some ced if too much
aterial be melc too short anhe measuredvely small sbe observedarities can be
p excessivelyrate time serie
d if too fewn spatters ard of arc voltac idea for st of materialhe process A
ming materialcorrect quant
968 97 972Time [m
968 97 97Time [m
consideration
h material islted and depond leading tod arc voltageituation has
d from Figuree observed fr
y small arc ves
w material is around the beage time serietting up anl to deposit According tol mass for tity of depos
Figure 7
2 974 976 9min]
72 974 976min]
ns about wha
s feed and thosited the to
orch vibratione and wire febeen performe 5 torch vibrom arc volta
voltage
added the aread and the ies as shownn automatic on each lay
o this informeach layer
sited material
Arc length m
978
978
at occurs wh
he travel speorch height frns due to theeed rate timemed in ordebrations cauage time seri
Figure 6 Gawire feed rate
rc length incarc to be un
n in Figure 6controller is
yer Thereformation the wi
An error inl so it can b
measurement
1066
13
135
14
Arc
Volta
ge [V
]
1066
3400
3600
3800
WF
[mm
min
]
hen the prev
eed andor tf
rom the beade excess of me series acquer to observeses oscillatioies
ap excessivelye time series
creases layer nstable This6 s to measurere this must ire feed rate n the gap m
be used to co
1068 107 10Tim
1068 107 10Tim
vious stateme
the amperaged will reducematerial injecuired during
e and charactons of measu
y large arc vo
r by layer leas last conside
e the gap in be equal tois controlled
measuremenorrect the wi
072 1074 1076e [min]
072 1074 1076e [min]
ent is not
e are not e layer by cted g a test in terize the ured wire
oltage and
ading the eration is
order to o the step d in order nt can be ire feeder
6 1078
1078
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
4
As an alternative of video feedback above mentioned there are even different aspects of the process that can be used to measure the gap which are all directly connected to the arc length such as the arc emitted light [101112] the arc emitted sound [131415] and the arc voltage as shown in Figure 7
Though also the video feedback the arc emitted light and sound were deserved in our investigation at moment the arc voltage is the parameter that permits in the simplest manner to evaluate the gap The arc voltage is the most used parameter to measure the arc length as matter of fact that all welding machines usually have an output referred to the arc voltage It is typically used in the so called automatic voltage control (AVC) systems Although the current is controlled by the power source controller the arc voltage is primarily determined by the arc length and to a secondary degree by the arc current Ordinarily the welder specifies the desired arc voltage and a classical feedback loop (the AVC) adjusts the vertical position of the torch and consequently the arc length through a servo mechanism to achieve the required voltage
On the basis of these considerations a simple but effective control strategy has been studied once defined an arc voltage reference corresponding to a certain gap an error on the arc voltage value can be interpreted not as a torch positioning error but as an erroneous position of the bead below and consequently an erroneous value of wire feeder rate
Therefore the control strategy is implemented by a linear proportional action around a stable working point as described by the equation (1)
)( refVVkWFWF minussdot+= (1)
The wire feed rate WF represents the value corresponding to the stable process working point in
which all the material coming from the wire feeder is deposited in each layer ensuring the stability of the process This value is strictly connected to the value of the other parameters amperage travel speed and desired step height The gain k represents voltage to wire feeder rate conversion factor
The control strategy adopted is briefly represented in Figure 8 as a linear action on the wire feed rate on the basis of the error between the measured arc voltage value V and the arc voltage reference Vref the wire feeder rate is corrected in order to compensate for a wrong amount of material injected For a null error the wire feeder rate WF is imposed meaning that the desired step height is respected
A saturation is performed in order to assure deposition of uniform layers
Figure 8 The control strategy characteristic adopted by the controller
5 Experimental results The reported test regards the deposition of the 50 layers cylinder shown in Figure 9 It has been performed using the following working point TS =25 mmsec SH= 1 mm Amperage=100 A WF=1300 mmmin The resulting form presents shape irregularities propagated along the structure caused by the too high mechanical time response of wire feeder
WF
V-Vref
WF
WF
V-Vref
WF
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
5
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
With
fundameThese arover the
Otherconditionbeen adoand a calgorithm[7][8] aphases detection
The creal timevarious c
3 The As it wamaterial shown inmaterial
the purposeental the SMre adopted ftime during
r aspects of ns are very opted equippcooling systems have beeand arc lengthlike single n
F
control archie environmencontrol strate
process desas mentioned
to the final n Figure 3 Tcomes from
Figure 1 T
e of studyingMD plant hasfor analysingthe depositiothe process hard in term
ped with a coem in orde
en implemenh The algorcolour plane
Figure 2 Cont
itecture blocnt for monitoegies
scription d in the introwork piece
The process m the wire fee
The arc weldi
g the dynamis been equippg both the teon process can be evalu
m of temperomposite filter to preserted in order rithm impliese extraction
trol architectu
ck diagram ioring all par
oduction the This is achtypically wo
eder
ing plant for p
ic of the SMped with a 0emperature d
uated by imature and luter system (6rve its oper
to perform s in addition lookup tab
ure block diag
s shown in Frameters of p
e SMD prochieved by adorks using a
performing SM
MD process 05 mm spot distribution a
mage processiuminosity [5]610nm bandative conditthe measuren to the imagble threshol
ram of the arc
Figure 2 Thprocess and
cess basicallydding the maa TIG weldin
MD process
in fact its thpyrometer aand the heat
ing though ][6] Conseq
d pass and 75tions Severement of welge calibratioding particl
c welding SM
his makes usevaluating th
y works by aterial requirng system [9
hermal aspecand a thermoting and coo
TIG weldingquently a cam5 attenuatoral image prlding pool d
on several prle analysis a
D
se of the NI he implemen
adding progred layer by 9] where the
ts appear o camera oling rate
g process mera has or optics) rocessing
dimension rocessing and edge
Labview ntation of
gressively layer as
e injected
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
2
The s
heat souby the Ttwo subsWF) as
The constantresult thfor SMDlayer is d
On thThe travwidth an
Oncemust be
4 The The procdeposite
Havinimportan(See Figdepositedepositin
Our blayer aftto the ste
F
study of the urce providedTravel Speed sequent layeindicated in final work
t whereas thhe amperage D Figure 1 sdeposited ovhe other han
vel speed cannd the work pe fixed SH Aused for con
proposed ccess described keeps equang said thisnt process ingure 4) Inded layer by lng too much basic idea is ter another itep height (ie
Figure 3 A s
process has d to the proc TS) the th
ers SH) andFigure 3 piece produ
he final worand the wir
shows a schever a WY widd there are t
nnot be changpiece thickneA and TS inntrolling the p
ontrol strateed in the lastals to the steps actual tor
nformation toeed the torcayer so it isor too few mthat if the syt means that e to the reso
chematic repr
permitted thcess (indicatehickness impd the injected
uction time rkspace shapre feeder rateematic represdth bead for two differentged so only ess n order to guprocess
egy t section impp height rch distance o measure inch height fos strictly relamaterial causystem succee
the system hlution of the
Figure 4
resentation of
he classificated by the torposed for eacd material m
constraint ipe resolutione are the twosentation of a given TS t
t ways to mothe amperag
uarantee the
plies that the
from the bn order to guorm the beadated to the wsing the systeds in maintahas depositepiece to real
4 Torch-bead
the SMD dep
tion of fourrch amperagch layer (indi
mass rate (ind
involves then imposes a o parametersthe depositiotravel speedodulate the b
ge has been u
stability of
e stability is
bead deposiuarantee the sd gives indiwire feeder ctem being unaining the samd the exact alize)
d distance
osition proces
fundamentalge A) the toicated by thedicated by th
e travel speeproper step representingon process i bead width dused to modu
the process
assured if th
ited represenstability of thirect informacontrol stratenstable me gap durinamount of m
ss
l key paramorch speed (e step heighthe Wire Fee
ed to be mheight choi
g the controlin which the
during the deulate the weld
the wire fe
he height of
nts one of the depositionation of the egy in order
ng the deposmaterial corre
eters the indicated t between der rate
maintained ice As a l variable
e h height
eposition ding pool
eeder rate
the layer
the most n process
material to avoid
sition of a sponding
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
3
In therespected
In a enough tlayer ma
Figurwhich a phenomefeed rate
Fan
On thmaterial validated
In shregulate height imto adaptinterpretrate
e following d are reportefew words to let the maaking the arcre 5 shows thgap excessiv
ena As can e No irregula
Figure 5 Gapnd wire feed r
he other handto be lost in
d by the trenhort the basi
the amountmposed for tht the incomted as an inc
966
11
115
12
125
Arc
Vol
tage
[V]
966
1200
1300
1400
1500
1600
1700
WF
[mm
min
]part some ced if too much
aterial be melc too short anhe measuredvely small sbe observedarities can be
p excessivelyrate time serie
d if too fewn spatters ard of arc voltac idea for st of materialhe process A
ming materialcorrect quant
968 97 972Time [m
968 97 97Time [m
consideration
h material islted and depond leading tod arc voltageituation has
d from Figuree observed fr
y small arc ves
w material is around the beage time serietting up anl to deposit According tol mass for tity of depos
Figure 7
2 974 976 9min]
72 974 976min]
ns about wha
s feed and thosited the to
orch vibratione and wire febeen performe 5 torch vibrom arc volta
voltage
added the aread and the ies as shownn automatic on each lay
o this informeach layer
sited material
Arc length m
978
978
at occurs wh
he travel speorch height frns due to theeed rate timemed in ordebrations cauage time seri
Figure 6 Gawire feed rate
rc length incarc to be un
n in Figure 6controller is
yer Thereformation the wi
An error inl so it can b
measurement
1066
13
135
14
Arc
Volta
ge [V
]
1066
3400
3600
3800
WF
[mm
min
]
hen the prev
eed andor tf
rom the beade excess of me series acquer to observeses oscillatioies
ap excessivelye time series
creases layer nstable This6 s to measurere this must ire feed rate n the gap m
be used to co
1068 107 10Tim
1068 107 10Tim
vious stateme
the amperaged will reducematerial injecuired during
e and charactons of measu
y large arc vo
r by layer leas last conside
e the gap in be equal tois controlled
measuremenorrect the wi
072 1074 1076e [min]
072 1074 1076e [min]
ent is not
e are not e layer by cted g a test in terize the ured wire
oltage and
ading the eration is
order to o the step d in order nt can be ire feeder
6 1078
1078
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
4
As an alternative of video feedback above mentioned there are even different aspects of the process that can be used to measure the gap which are all directly connected to the arc length such as the arc emitted light [101112] the arc emitted sound [131415] and the arc voltage as shown in Figure 7
Though also the video feedback the arc emitted light and sound were deserved in our investigation at moment the arc voltage is the parameter that permits in the simplest manner to evaluate the gap The arc voltage is the most used parameter to measure the arc length as matter of fact that all welding machines usually have an output referred to the arc voltage It is typically used in the so called automatic voltage control (AVC) systems Although the current is controlled by the power source controller the arc voltage is primarily determined by the arc length and to a secondary degree by the arc current Ordinarily the welder specifies the desired arc voltage and a classical feedback loop (the AVC) adjusts the vertical position of the torch and consequently the arc length through a servo mechanism to achieve the required voltage
On the basis of these considerations a simple but effective control strategy has been studied once defined an arc voltage reference corresponding to a certain gap an error on the arc voltage value can be interpreted not as a torch positioning error but as an erroneous position of the bead below and consequently an erroneous value of wire feeder rate
Therefore the control strategy is implemented by a linear proportional action around a stable working point as described by the equation (1)
)( refVVkWFWF minussdot+= (1)
The wire feed rate WF represents the value corresponding to the stable process working point in
which all the material coming from the wire feeder is deposited in each layer ensuring the stability of the process This value is strictly connected to the value of the other parameters amperage travel speed and desired step height The gain k represents voltage to wire feeder rate conversion factor
The control strategy adopted is briefly represented in Figure 8 as a linear action on the wire feed rate on the basis of the error between the measured arc voltage value V and the arc voltage reference Vref the wire feeder rate is corrected in order to compensate for a wrong amount of material injected For a null error the wire feeder rate WF is imposed meaning that the desired step height is respected
A saturation is performed in order to assure deposition of uniform layers
Figure 8 The control strategy characteristic adopted by the controller
5 Experimental results The reported test regards the deposition of the 50 layers cylinder shown in Figure 9 It has been performed using the following working point TS =25 mmsec SH= 1 mm Amperage=100 A WF=1300 mmmin The resulting form presents shape irregularities propagated along the structure caused by the too high mechanical time response of wire feeder
WF
V-Vref
WF
WF
V-Vref
WF
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
5
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
The s
heat souby the Ttwo subsWF) as
The constantresult thfor SMDlayer is d
On thThe travwidth an
Oncemust be
4 The The procdeposite
Havinimportan(See Figdepositedepositin
Our blayer aftto the ste
F
study of the urce providedTravel Speed sequent layeindicated in final work
t whereas thhe amperage D Figure 1 sdeposited ovhe other han
vel speed cannd the work pe fixed SH Aused for con
proposed ccess described keeps equang said thisnt process ingure 4) Inded layer by lng too much basic idea is ter another itep height (ie
Figure 3 A s
process has d to the proc TS) the th
ers SH) andFigure 3 piece produ
he final worand the wir
shows a schever a WY widd there are t
nnot be changpiece thickneA and TS inntrolling the p
ontrol strateed in the lastals to the steps actual tor
nformation toeed the torcayer so it isor too few mthat if the syt means that e to the reso
chematic repr
permitted thcess (indicatehickness impd the injected
uction time rkspace shapre feeder rateematic represdth bead for two differentged so only ess n order to guprocess
egy t section impp height rch distance o measure inch height fos strictly relamaterial causystem succee
the system hlution of the
Figure 4
resentation of
he classificated by the torposed for eacd material m
constraint ipe resolutione are the twosentation of a given TS t
t ways to mothe amperag
uarantee the
plies that the
from the bn order to guorm the beadated to the wsing the systeds in maintahas depositepiece to real
4 Torch-bead
the SMD dep
tion of fourrch amperagch layer (indi
mass rate (ind
involves then imposes a o parametersthe depositiotravel speedodulate the b
ge has been u
stability of
e stability is
bead deposiuarantee the sd gives indiwire feeder ctem being unaining the samd the exact alize)
d distance
osition proces
fundamentalge A) the toicated by thedicated by th
e travel speeproper step representingon process i bead width dused to modu
the process
assured if th
ited represenstability of thirect informacontrol stratenstable me gap durinamount of m
ss
l key paramorch speed (e step heighthe Wire Fee
ed to be mheight choi
g the controlin which the
during the deulate the weld
the wire fe
he height of
nts one of the depositionation of the egy in order
ng the deposmaterial corre
eters the indicated t between der rate
maintained ice As a l variable
e h height
eposition ding pool
eeder rate
the layer
the most n process
material to avoid
sition of a sponding
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
3
In therespected
In a enough tlayer ma
Figurwhich a phenomefeed rate
Fan
On thmaterial validated
In shregulate height imto adaptinterpretrate
e following d are reportefew words to let the maaking the arcre 5 shows thgap excessiv
ena As can e No irregula
Figure 5 Gapnd wire feed r
he other handto be lost in
d by the trenhort the basi
the amountmposed for tht the incomted as an inc
966
11
115
12
125
Arc
Vol
tage
[V]
966
1200
1300
1400
1500
1600
1700
WF
[mm
min
]part some ced if too much
aterial be melc too short anhe measuredvely small sbe observedarities can be
p excessivelyrate time serie
d if too fewn spatters ard of arc voltac idea for st of materialhe process A
ming materialcorrect quant
968 97 972Time [m
968 97 97Time [m
consideration
h material islted and depond leading tod arc voltageituation has
d from Figuree observed fr
y small arc ves
w material is around the beage time serietting up anl to deposit According tol mass for tity of depos
Figure 7
2 974 976 9min]
72 974 976min]
ns about wha
s feed and thosited the to
orch vibratione and wire febeen performe 5 torch vibrom arc volta
voltage
added the aread and the ies as shownn automatic on each lay
o this informeach layer
sited material
Arc length m
978
978
at occurs wh
he travel speorch height frns due to theeed rate timemed in ordebrations cauage time seri
Figure 6 Gawire feed rate
rc length incarc to be un
n in Figure 6controller is
yer Thereformation the wi
An error inl so it can b
measurement
1066
13
135
14
Arc
Volta
ge [V
]
1066
3400
3600
3800
WF
[mm
min
]
hen the prev
eed andor tf
rom the beade excess of me series acquer to observeses oscillatioies
ap excessivelye time series
creases layer nstable This6 s to measurere this must ire feed rate n the gap m
be used to co
1068 107 10Tim
1068 107 10Tim
vious stateme
the amperaged will reducematerial injecuired during
e and charactons of measu
y large arc vo
r by layer leas last conside
e the gap in be equal tois controlled
measuremenorrect the wi
072 1074 1076e [min]
072 1074 1076e [min]
ent is not
e are not e layer by cted g a test in terize the ured wire
oltage and
ading the eration is
order to o the step d in order nt can be ire feeder
6 1078
1078
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
4
As an alternative of video feedback above mentioned there are even different aspects of the process that can be used to measure the gap which are all directly connected to the arc length such as the arc emitted light [101112] the arc emitted sound [131415] and the arc voltage as shown in Figure 7
Though also the video feedback the arc emitted light and sound were deserved in our investigation at moment the arc voltage is the parameter that permits in the simplest manner to evaluate the gap The arc voltage is the most used parameter to measure the arc length as matter of fact that all welding machines usually have an output referred to the arc voltage It is typically used in the so called automatic voltage control (AVC) systems Although the current is controlled by the power source controller the arc voltage is primarily determined by the arc length and to a secondary degree by the arc current Ordinarily the welder specifies the desired arc voltage and a classical feedback loop (the AVC) adjusts the vertical position of the torch and consequently the arc length through a servo mechanism to achieve the required voltage
On the basis of these considerations a simple but effective control strategy has been studied once defined an arc voltage reference corresponding to a certain gap an error on the arc voltage value can be interpreted not as a torch positioning error but as an erroneous position of the bead below and consequently an erroneous value of wire feeder rate
Therefore the control strategy is implemented by a linear proportional action around a stable working point as described by the equation (1)
)( refVVkWFWF minussdot+= (1)
The wire feed rate WF represents the value corresponding to the stable process working point in
which all the material coming from the wire feeder is deposited in each layer ensuring the stability of the process This value is strictly connected to the value of the other parameters amperage travel speed and desired step height The gain k represents voltage to wire feeder rate conversion factor
The control strategy adopted is briefly represented in Figure 8 as a linear action on the wire feed rate on the basis of the error between the measured arc voltage value V and the arc voltage reference Vref the wire feeder rate is corrected in order to compensate for a wrong amount of material injected For a null error the wire feeder rate WF is imposed meaning that the desired step height is respected
A saturation is performed in order to assure deposition of uniform layers
Figure 8 The control strategy characteristic adopted by the controller
5 Experimental results The reported test regards the deposition of the 50 layers cylinder shown in Figure 9 It has been performed using the following working point TS =25 mmsec SH= 1 mm Amperage=100 A WF=1300 mmmin The resulting form presents shape irregularities propagated along the structure caused by the too high mechanical time response of wire feeder
WF
V-Vref
WF
WF
V-Vref
WF
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
5
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
In therespected
In a enough tlayer ma
Figurwhich a phenomefeed rate
Fan
On thmaterial validated
In shregulate height imto adaptinterpretrate
e following d are reportefew words to let the maaking the arcre 5 shows thgap excessiv
ena As can e No irregula
Figure 5 Gapnd wire feed r
he other handto be lost in
d by the trenhort the basi
the amountmposed for tht the incomted as an inc
966
11
115
12
125
Arc
Vol
tage
[V]
966
1200
1300
1400
1500
1600
1700
WF
[mm
min
]part some ced if too much
aterial be melc too short anhe measuredvely small sbe observedarities can be
p excessivelyrate time serie
d if too fewn spatters ard of arc voltac idea for st of materialhe process A
ming materialcorrect quant
968 97 972Time [m
968 97 97Time [m
consideration
h material islted and depond leading tod arc voltageituation has
d from Figuree observed fr
y small arc ves
w material is around the beage time serietting up anl to deposit According tol mass for tity of depos
Figure 7
2 974 976 9min]
72 974 976min]
ns about wha
s feed and thosited the to
orch vibratione and wire febeen performe 5 torch vibrom arc volta
voltage
added the aread and the ies as shownn automatic on each lay
o this informeach layer
sited material
Arc length m
978
978
at occurs wh
he travel speorch height frns due to theeed rate timemed in ordebrations cauage time seri
Figure 6 Gawire feed rate
rc length incarc to be un
n in Figure 6controller is
yer Thereformation the wi
An error inl so it can b
measurement
1066
13
135
14
Arc
Volta
ge [V
]
1066
3400
3600
3800
WF
[mm
min
]
hen the prev
eed andor tf
rom the beade excess of me series acquer to observeses oscillatioies
ap excessivelye time series
creases layer nstable This6 s to measurere this must ire feed rate n the gap m
be used to co
1068 107 10Tim
1068 107 10Tim
vious stateme
the amperaged will reducematerial injecuired during
e and charactons of measu
y large arc vo
r by layer leas last conside
e the gap in be equal tois controlled
measuremenorrect the wi
072 1074 1076e [min]
072 1074 1076e [min]
ent is not
e are not e layer by cted g a test in terize the ured wire
oltage and
ading the eration is
order to o the step d in order nt can be ire feeder
6 1078
1078
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
4
As an alternative of video feedback above mentioned there are even different aspects of the process that can be used to measure the gap which are all directly connected to the arc length such as the arc emitted light [101112] the arc emitted sound [131415] and the arc voltage as shown in Figure 7
Though also the video feedback the arc emitted light and sound were deserved in our investigation at moment the arc voltage is the parameter that permits in the simplest manner to evaluate the gap The arc voltage is the most used parameter to measure the arc length as matter of fact that all welding machines usually have an output referred to the arc voltage It is typically used in the so called automatic voltage control (AVC) systems Although the current is controlled by the power source controller the arc voltage is primarily determined by the arc length and to a secondary degree by the arc current Ordinarily the welder specifies the desired arc voltage and a classical feedback loop (the AVC) adjusts the vertical position of the torch and consequently the arc length through a servo mechanism to achieve the required voltage
On the basis of these considerations a simple but effective control strategy has been studied once defined an arc voltage reference corresponding to a certain gap an error on the arc voltage value can be interpreted not as a torch positioning error but as an erroneous position of the bead below and consequently an erroneous value of wire feeder rate
Therefore the control strategy is implemented by a linear proportional action around a stable working point as described by the equation (1)
)( refVVkWFWF minussdot+= (1)
The wire feed rate WF represents the value corresponding to the stable process working point in
which all the material coming from the wire feeder is deposited in each layer ensuring the stability of the process This value is strictly connected to the value of the other parameters amperage travel speed and desired step height The gain k represents voltage to wire feeder rate conversion factor
The control strategy adopted is briefly represented in Figure 8 as a linear action on the wire feed rate on the basis of the error between the measured arc voltage value V and the arc voltage reference Vref the wire feeder rate is corrected in order to compensate for a wrong amount of material injected For a null error the wire feeder rate WF is imposed meaning that the desired step height is respected
A saturation is performed in order to assure deposition of uniform layers
Figure 8 The control strategy characteristic adopted by the controller
5 Experimental results The reported test regards the deposition of the 50 layers cylinder shown in Figure 9 It has been performed using the following working point TS =25 mmsec SH= 1 mm Amperage=100 A WF=1300 mmmin The resulting form presents shape irregularities propagated along the structure caused by the too high mechanical time response of wire feeder
WF
V-Vref
WF
WF
V-Vref
WF
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
5
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
As an alternative of video feedback above mentioned there are even different aspects of the process that can be used to measure the gap which are all directly connected to the arc length such as the arc emitted light [101112] the arc emitted sound [131415] and the arc voltage as shown in Figure 7
Though also the video feedback the arc emitted light and sound were deserved in our investigation at moment the arc voltage is the parameter that permits in the simplest manner to evaluate the gap The arc voltage is the most used parameter to measure the arc length as matter of fact that all welding machines usually have an output referred to the arc voltage It is typically used in the so called automatic voltage control (AVC) systems Although the current is controlled by the power source controller the arc voltage is primarily determined by the arc length and to a secondary degree by the arc current Ordinarily the welder specifies the desired arc voltage and a classical feedback loop (the AVC) adjusts the vertical position of the torch and consequently the arc length through a servo mechanism to achieve the required voltage
On the basis of these considerations a simple but effective control strategy has been studied once defined an arc voltage reference corresponding to a certain gap an error on the arc voltage value can be interpreted not as a torch positioning error but as an erroneous position of the bead below and consequently an erroneous value of wire feeder rate
Therefore the control strategy is implemented by a linear proportional action around a stable working point as described by the equation (1)
)( refVVkWFWF minussdot+= (1)
The wire feed rate WF represents the value corresponding to the stable process working point in
which all the material coming from the wire feeder is deposited in each layer ensuring the stability of the process This value is strictly connected to the value of the other parameters amperage travel speed and desired step height The gain k represents voltage to wire feeder rate conversion factor
The control strategy adopted is briefly represented in Figure 8 as a linear action on the wire feed rate on the basis of the error between the measured arc voltage value V and the arc voltage reference Vref the wire feeder rate is corrected in order to compensate for a wrong amount of material injected For a null error the wire feeder rate WF is imposed meaning that the desired step height is respected
A saturation is performed in order to assure deposition of uniform layers
Figure 8 The control strategy characteristic adopted by the controller
5 Experimental results The reported test regards the deposition of the 50 layers cylinder shown in Figure 9 It has been performed using the following working point TS =25 mmsec SH= 1 mm Amperage=100 A WF=1300 mmmin The resulting form presents shape irregularities propagated along the structure caused by the too high mechanical time response of wire feeder
WF
V-Vref
WF
WF
V-Vref
WF
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
5
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
Figure 9 A 50 layers cylinder deposited automatically using the linear control law
Figure 10 Arc voltage (up) and wire feeder rate (down) distribution along the external surface of cylinder angle (x axis) and layer number (y axis) cylinder deposited automatically using the linear control law
Figure 10 shows a post-elaboration of the arc voltage and the wire feeder rate data stored during the
test this technique permits to evaluate the influence of every layer deposition to the successive one and to analyze the possible causes of the defects
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
6
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
Figure 10 Cylinder deposition arc voltage and wire feed rate time series As it can be observed from the time series shown in Figure 11 even though the control system
assures that the structure goes up in a regular manner it is possible to observe high wire feeder variations around the working point (1000 mmmin) responsible of the locally structure irregularities This is due to the very large value of k
6 Conclusion A closed loop welding controller for manufacturing purposes has been presented
An SMD plant has been set up in order to observe and study various aspects of this process In this the process parameters and their ties have been identified
The developed control strategy permits to maintain the process stability condition so that the process results totally automatic
The control is performed locally during the single layer deposition in order to eventually correct the basement or previous layer imperfections
All tests have been performed using stainless steel 316 It should be observed that the irregularities on the surface of the manufactured objects are due to
the fact that our plant is a laboratory reproduction of the SMD and is not shielded from the external atmosphere Consequently the surface is subject to rapid oxidation Moreover a rotating table is not present in our plant
However all the points described are valid only if the stable process working point is known a priori Future developments will regard the utilization of last layers errors taking advantage from the iterativity of the process in order to automatically tune the process
All the work that has been presented is also part of a patent deposited by DIEES-UNICT
7 References [1] RAPOLAC Project home page [Online] httpwwwRAPOLACeu [2] AMR home page [Online] httpwwwamrcouk
refV
WF
1000
WF
1000
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
7
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8
[3] Hensinger D M Ames A L and Kuhlmann J L 2000 Motion Planning for a Direct Metal Deposition Rapid Prototyping System Proc of the 2000 IEEE International Conference on Robotics amp Automation San Francisco CA
[4] Zhang Y et al 2003 Weld deposition based rapid prototyping a preliminary study J of Materials Processing Technology 135 347ndash357
[5] Moore D S Naidu S and Ozcelik K L 2003 Modeling Sensing and Control of Gas Metal Arc Welding (Elsevier)
[6] Cheni S B Zhang Y Qiu T Lin T 2003 Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process J of Intelligent and Robotic Systems 36 191ndash208
[7] Wu C S Gao J Q Liu X F and Zhao Y H 2003 Vision ndash based measurement of weld pool geometry in constant ndash current gas tungsten arc welding Proc of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture 217 879-882
[8] Messer R W 1999 Principles of Welding Processes Physics Chemistry and Metallurgy (Wiley-Interscience)
[9] Tarn Tzyh-Jong Chen Shan-Ben Zhou Changjiu 2007 Robotic Welding Intelligence and Automation Lecture Notes in Control and Information Sciences 362
[10] Zhang P J and Li Y M 2001 Precision Sensing of Arc Length in GTAW Based on Arc Light Spectrum Journal of Manufacturing Science and Engineering 123 62-65
[11] Sciaky C A and Johnson A M 1966 System For Controlling Length Of Welding 3236997 US [12] Ralchenko Yu Kramida A E Reader J and NIST ASD Team 2008 NIST Atomic Spectra
Database (version 315) [Online] National Institute of Standard and Technology [Cited 08 06 2008] httpphysicsnistgovasd3
[13] Tam J 2005 Methods of Characterizing Gas-Metal Arc Welding Acoustics for Process Automation University of Waterloo
[14] Jolly W D 1969 Acoustic emission exposes cracks during welding Welding Journal 48 21-27
[15] Drouet M G and Nadeau F 1979 Pressure waves due to arcing faults in a substation IEEE Transactions on Power Apparatus and Systems PAS-98 1632-1635
Trends in Aerospace Manufacturing 2009 International Conference IOP PublishingIOP Conf Series Materials Science and Engineering 26 (2011) 012003 doi1010881757-899X261012003
8