chapter 8 ft
TRANSCRIPT
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CHAPTER 8
INSTRUMENTATION AND CONTROL
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- The success of fermentation depends upon the existence of definedenvironmental conditions for biomass & product formation.
- Thus the temperature, pH, degree of agitation, oxygen concentration
in the medium & other factor may have to be kept constant during the
process.
- The provision of such conditions requires careful monitoring of the
fermentation so that any deviation from the specific optimum might be
corrected by a control system.
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CONTROL SYSTEM
A control loop consists of 3 basic components:
1. A measuring element (senses a process property such as flow,
pressure, temperature, etc. and generates a corresponding
output signal)
2. A controller (measurement signal with a predetermined desired
value set point and produce an output signal to counteract any
differences between the two)
3. A final control element (received the control signal and adjusts
the process by changing a valve opening or pump speed and
causing the controlled process property to return to these
points)
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Automatic control system can be classified into four main
types:
1. Two-position controllers (On/Off)
2. Proportional controllers
3. Integral controllers4. Derivative controller
Two-position controllers (On/Off)
Simplest automatic controller, has a final control unit(valve, switch, etc), which is either fully open (On) or fully
closed (Off). The response pattern to such a change will be
oscillatory.
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Proportional controllers
The change in output of controller is proportional to the input signal
produced by the environment change (commonly referred to as error)which has been detected by a sensor.
Expressed in following equation:
M=M0 + Kc ∑
Where,
M = output signal
M0 = controller output signal when there is no error
Kc = controller gain or sensitivity∑ = the error signal
Hence the greater the error (environmental change) the larger is the
initial corrective action which will be applied.
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∆I → Controller → ∆O
Change in input change in output
Then ∆I = Kc∆O
Kc may contain conversion units if there is an electrical inputand pressure output or vive versa.
If the input to the controller gains of 1, the output will be 1
unit
If the input to the controller gains of 2, the output will be 2
units
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Integral controller
Output signal of an integral controller is determined by integral
of error input over time of operation.
M = Mo + 1/Ti ⌠∑ dt
Where,
Ti = integral time
It is important to remember that the controller output signal
changes relatively slowly at first as time is required for thecontroller action to integrate the error.
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Derivative controller
Controller sense of rate of change of the error signal and
contributes a component of the output signal that is proportional
to a derivative of the error signal.
M = Mo + Td d∑ / dt
Where,
Td = time rate constant
It is important to remember that if the error is constant there is no
corrective action with derivative control. In practice, derivative
control is never used on its own.
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Combination of methods of control
Proportional plus integral control
The output response to an error gives rise to a slightly higher initial
deviation in the output signal compared with one which would beobtained with the proportional control on its own. This is due to
contribution in the signal from integral control. However, the
oscillations are soon reduced and there is finally no offset. This
mode of control finds wide applications since the proportional
component is ideal in a process where there are moderatechanges, whereas the integral component will allow for large load
changes and eliminate the offset that would have occurred.
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Proportional plus derivative control
The output response to an error will lead to reduced deviation,
faster stabilization and reduced offset compared with proportional
control alone. Because the derivative component has rapid
stabilizing influence, the controller can cope with rapid load
changes.
Proportional plus integral plus derivative control
Provide the best control possibilities. The advantages of each
system are retained. The maximum deviation and settling time aresimilar to that for a proportional plus derivative controller whilst the
integral action ensures that there is no offset. This is method of
control finds the widest application because of its ability to cope
with wide variations of pattern of changes which might be
encountered in different processes.
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Temperature
The temperature in a vessel or pipe is the most importantparameter to monitor and control in any process. It may be
measured by mercury-in-glass thermometers, bimetallic
thermometer, pressure bulb thermometers, thermocouples,
metal-resistance thermometer or thermistors.
Mercury-in-glass thermometers
May be used directly in small bench fermenter, but its fragility
restricts its use. In larger fermenter it would be necessary to insertin into a thermometer pocket in the vessel, which introduces a
time lag in registering the vessel temperature. It can be used solely
for indication, not for automatic control or recording.
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Bimetallic thermometer
It consists of a bimetallic helical coil surrounded by a protecting tube or well. Thecoil winds or unwinds with changes in temperature and causes movement of a
fixed pointer. A pen can be fitted to the pointer so that temperature changes can
be monitored on chart. They are less subject to breakage than glass
thermometers but cost slightly more and are less accurate and once limited to
local indication.
Pressure bulb thermometer
It is basically pressure gauge connected by small-bore tubing, which may be up to
60m in length, to the detecting bulb (12x125mm). The whole system is gastight
and filled with an appropriate gas or liquid under pressure (2800-8000kNm-2). The
movement of the free end of the receiving element can be used to operate a pen
on a chart recorder or an electrical or pneumatic control. Response times of 5
seconds have been claimed. A variety of systems are used in this thermometer for
ambient temperature compensation in the pressure gauge.
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Thermocouples
Seebeck discovered that if a circuit consisting of wires of two
dissimilar metals had the junction of the wires maintained atdifferent temperatures, a current flowed through the circuit. The
current produced can be measured on a calibrated instrument or
recorder and is a measure of point temperature at a joint.
Therefore holding the temperature at the all junctions, except one,
within a given circuit it is possible to measure temperature as a
function of the hot-junction temperature with reference to the
cold-junction temperature.
They have not been used much for temperature measurement infermenter because they are normally operated at ambient
temperatures and unfortunately tend to be susceptible to cold-
junction problems within 500 of this range.
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Electrical resistance thermometer
It changes with temperature variation. The bulb of the
instrument contains the resistance element, a mica framework
(for every accurate measurement) or a ceramic framework
(robust but for less accurate measurement) around which the
sensing element is wound. A platinum wire of 100 Ω resistances
is normally used. Leads emerging form the bulb are connected
to the measuring element. The reading is normally obtained by
the use of a Wheatstone bridge circuit and is a measure of the
average temperature of the sensing element. It has greateraccuracy (±0.25) than some of the other measuring devices and
is more sensitive to small temperature changes.
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Thermistors
It is semiconductor made from specific mixtures of pure
oxides of iron, nickel and other metals. Their main
characteristic is a large change in resistance with a small
temperature change. The change in resistance is a function
of absolute temperature. The temperature reading is
obtained with a Wheatstone bridge or a simple or more 3
complex circuit depending on the application. Thermistor is
relatively cheap and has proved to be very stable, give
reproducible readings and can be sited remotely from theread-out point. Their main disadvantage is the marked non-
linear temperature versus resistance curve.
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Temperature control
In many small system there is a heating element, 300-400W
capacity is adequate for a 10dm3 fermenter, and cooling water
supply which are on or off depending on the need for heating or
cooling. The heating element should be as small as possible to
reduce the size of the “heat sink” and resulting overshoot when
heating is no longer required. In some cases it may be better to
run the cooling water continuously at a steady rate and only have
the heating element connected to control unit.
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Flow measurement and control
Both gases and liquids are important in process management.
Gases- One of the simplest methods for measuring gas flow to a
fermenter is by means of a variety area meter. The most commonly
used example being a rotameter, which consist of a vertically
mounted glass tube with an increasing bore and enclosing a free-moving float which can be a ball or a hollow thimble. The position
of the float in the graduated glass tube is indicative of flow rate.
Difference sizes can for a wide range of flow rates.
- The accuracy depends on having the gas at a constant pressure,but error of up to ±10% of full scale deflection is quoted. The errors
are greatest at low flow rates. Ideally, rotameters, should not be
sterilized and are therefore normally placed between a gas inlet
and sterile filter.
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There is no provision for on-line data logging with the simplest
rotameter. Metal tubes can be used in situations where glass is not
satisfactory. In these cases the float position is determined by
magnetic or electrical techniques, but this provision has not beennormally utilized for fermentation work. Rotameters can also be
used to measure liquid flow rates, provided abrasive particles or
fibrous matter is not present.
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-The use of oxygen and carbon dioxide gas analyzers for effluent
gas analysis requires the provision of very accurate gas-flow
measurement if the analyzers are to be used efficiently.
-For this reason thermal mass flowmeters have been utilized for
the range 0 to 500dm3 min-1. These instruments have a ± 1% full-scale accuracy and work on the principle of measuring a
temperature difference across a heating device laced in the path of
the gas flow.
- Temperature probes such as thermistor are placed upstream and
downstream of the heat source, which may be inside or outside the
piping.
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-The mass flowrate of the gas, Q can be calculated from the
specific heat equation:
H= QCp (T2 –T1)
Where,
H heat transferred,Q mass flow rate of the gas
Cp specific heat of the gas
T1 temperature of gas before heat is transferred to it.
T2 temperature of gas after heat is transferred to it.
- Control of gas flow is usually by needle valves. Often this
method of control is not sufficient, and it is necessary to
incorporate a self-acting flow control valves. At a small scale,
such valves as the ‘flowstat’ are available.
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Liquids
On lab scale flow rates, may be measured manually using a sterile
burette connected to the feed pipe and timing the exit of a
measured volume. A more expensive is to use an electrical flowtransducer which can cope with particular matter in suspension
and measure range of flow rates from very low to high with an
accurate of ±1%.
Another indirect method of measuring flow rates aseptically is to
use a metering pump which pumps liquid continuously as a
predetermined and accurate rate. Some of example metering
pumps are commercially available including motorized syringes,
peristaltic pumps, piston pumps and diaphragm pumps.Motorized syringes are only used when very small quantities of
liquid have to be added slowly to a vessel. In a peristaltic pump,
liquid is moved for wards gradually by squeezing tubing held in a
semicircular housing.
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- Piston pump contains an accurately machined ceramic or
stainless-steel piston moving in a cylinder normally fitted
with double ball inlet and outlet valves.
-The piston is driven by a constant-speed motor. Flow rates
can be varied within a defined range by changing the stroke
rate, the length of the piston stroke and by using a differentpiston size. Sizes are available form cm-3h-1 to thousand of
dm-3h-1 and all can be operated at relatively high working
pressure.
-Piston pumps are more expensive than comparable sizedperistaltic pumps but do not suffer from tube failure.
Unfortunately, it can not be used to pump fibrous or
particular suspension
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Pressure measurement
One of the standard pressure measuring sensors is theBourdon tube pressure gauge which is used as a direct
indicating gauge. The partial coil has an elliptical cross-
section (A –A) which tend to become circular with increasing
pressure, and because of the difference between the
internal and external radii, gradually straightens out. The
process pressure is connected to the fixed socket end of the
tube, while the sealed tip of the other end connected by a
geared sector and pinion movement which actuates an
indicator pointer to show linear rotational response. When avessel or pipe is to be operated under aseptic conditions, a
diaphragm gauge can be used. Changes in pressure cause
movements of the diaphragm capsule which are monitored
by a mechanically levered pointer.
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Pressure control
In normal operation a positive head pressure of 1.2 atmospheres(161kNm-2) absolute is maintained in a fermenter to assist in the
maintenance of aseptic conditions. This pressure wills obviously
be raised during a steam-sterilization cycle. The correct pressure
in different components should be maintained by regulatoryvalves controlled by associated pressure gauges.
Safety valves
Safety valves should be incorporated at various suitable places in
all vessels and pipe layouts which are likely to be operated under
pressure. The valves should be set to release the pressure as
soon as it increases markedly above a specified working
pressure.
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Agitator shaft power
- A variety of sensor can be used to measure the power consumption of a
fermenter. On large scale, a watt meter attached to the agitator motor will
give a fairly good indication of power uptake. This measuring technique
becomes less accurate as there is a decrease in scale to pilot scale and
finally to lab fermenter, the main contributing factor being friction in
stuffing box.
- Torsion dynamometer can be used in small-scale applications. Since the
dynamometer has to be placed on the shaft outside the fermenter the
measurement will once again include the friction in the bearings in the
stuffing box. For this reason strain gauge mounted on the shaft within thefermenter are the most accurate method of measurement and over come
friction problems
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Rate of stirring
In all fermenter it is important to monitor the rate of rotation (rpm) of
the stirrer shaft. The tachometer used for this purpose may employ
electromagnetic induction, voltage generation, light sensing or
magnetic force as detection mechanisms. Obviously the final choice of
tachometer will be determined by the type of signal which is required
for recording and / or process control for regulating the motor speedand other ancillary equipment.
Foam sensing and control
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Foam sensing and control
The formation of foam is a difficult in many types of microbial
fermentation which can create serious problems if not controlled. It is
common practice to add antifoam to a fermenter when the cultures startforming above certain predetermined level. The method used for foam
sensing and antifoam additions will depend on process and economic
considerations. The properties of antifoams have been discussed
elsewhere as has their influence on dissolved oxygen concentration.
A probe is inserted through the top plate of the fermenter. Normally, the
probe is a stainless- steel rod, which is insulated except at the tip, and set
as a defined level above the broth surface. When the foams raise and
touches the probe tip, a current is passed through the circuit of the probe,
with the foam acting as an electrolyte and the vessel acting as an earth.
The current actuates a pump or valve and antifoam is released into the
fermenter for a few seconds.
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- Process timers are routinely included in the circuit to ensure thatthe antifoam has time to mix into the medium and break down
the foam before the probe is programmed after a present time
interval to sense the foam level again and possibly actuate the
pump or valve. Alternatively antifoam may be added slowly at a
predetermined rate by small pump so that foaming never occursand there is therefore no need for a sensing system.
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Measurement and control of dissolve oxygen
- In small fermenter (1dm3), the commonest are galvanic and have
a lead anode, silver cathode and employ potassium hydroxide,
chloride, bicarbonate or acetate as an electrolyte.
- The sensing tip of the electrode is a telfon, polyethylene or
polystyrene membrane which allows passage of the gas phase so
that equilibrium is established between the gas phases inside and
outside the electrode.
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- Because of the relatively slow movement of oxygen across the
membrane, this type of electrode has slow respone of the order of 60 seconds to achieve a 90% reading of true value.
-These electrodes are suitable for monitoring very slow changes in
oxygen concentration and are normally chosen because of thecompact size and relatively low cost.
- Unfortunately, this type of electrode is very sensitive to
temperature fluctuations, and should be compensated for
temperature using a thermistor circuit. The electrodes also have a
limited life because of corrosion of the anode.
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-Poloragraphic electrodes, which are bulkier than galvanic
electrodes, are more commonly used in pilot and productionfermenter, needing instrument ports of 19 or 25mm diameter. They
have silver anodes which are negatively polarized with respect to
reference cathodes of platinum or gold, using aqueous potassium
chloride as the electrolyte.
- Response times of 0.05 to 15 seconds to achieve a 35% reading
have been reported. The electrodes which can be very precise may
be both pressure and temperature compensated. Although a
poloragraphice electrode may initially cost 600% more than agalvanic equivalent, the maintenance costs are considerably lower
as only the membrane should b need replacing.
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-Dissolved oxygen concentration may also be determined by a
tubing method. The probe consists of a coil or permeable telfon or
polypylene tubing within the fermenter through which is passed astream of helium or nitrogen.
-The oxygen which diffuses form the fermentation medium through
the tubing wall into the inert gas stream is then determined using a
paramagnetic gas analyzer.
- Times of 2-10 minutes are required before making reading. Thetubing will withstand repeated sterilization and has been used
continuously for up to 1000hours as pilot scale.
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By observing the concentration of CO2 and O2 in the entry and
exits gases in the fermenter and knowing the gas flow rate it is
possible to determined the oxygen uptake of the system, the
carbon dioxide evolution rate and the respiration rate of
microbial culture.
The O2 can be determined by a
i) Paramagnetic gas analyzer
ii) Deflection analyzeriii) Thermal analyzer.
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p easu e e t a d co t o
pH measurement is now routinely carried out using a combined glass
reference electrode that will withstand repeated sterilization at
temperature of 121oC and pressures of 138kN-m2. The electrode maybe silver/ silver chloride with potassium chloride as an electrolyte.
Occasionally calomel / mercury electrodes are used. The electrode is
connected via leads to pH meter / controller. Normally, pH electrodes
are autoclaveable.
Control unit may be simple On/Off or more complex. In the case of
the On/Off controller, the controller is set to a predetermined pH
value. When a single actuates a relay, a pinch valve is opened or
pump started, and acid or alkali is pumped into fermenter for shorttime which is governed by a process timer (0-5 seconds). The
addition cycle is followed by a mixing cycle which is governed by
another process timer (0-60seconds) during which time no further
acid or alkali can be added.
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At the end of the mixing cycle another pH reading will indicate
whether or not there has been adequate correction of the
pH drift. In the small volumes the likelihood of overshoot is
minimal.
Carbon dioxide electrode
The measurement of dissolved CO2 is possible with electrode,
since a pH or voltage change can be detected as the gas
goes into solution.
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ONLINE ANALYSIS OF OTHER CHEMICAL FACTORS
i Ion-specific sensors
ii Enzyme electrodes
iii Microbial electrodes
iv Mass spectrometers
v Fluorimeters
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COMPUTER APPLICATION IN FERMENTATION TECHNOLOGY
Three distinct areas of computer function were recognized by
Nyiri (1972b)
1. Logging of process data
Data logging is performed by the data acquisition system which
has both hardware & software components. There is an interfacebetween the sensor and the computer. The software should
include the computer program for sequential scanning of the
sensor signals and the procedure of data storage.
2. Data analysis (Reduction of logged data)
3. Process control