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Cereals processing technology

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38 <strong>Cereals</strong> <strong>processing</strong> <strong>technology</strong><br />

Process control equipment/methods may be divided into two principal subcategories,<br />

namely conventional controls and advanced controls. The details of<br />

these two types and their differences are as follows.<br />

3.6.1 Conventional controls<br />

Conventional controls are generally Single-Input Single-Output (SISO) Proportional<br />

Integral Differential (PID) controllers. These have been in use for many<br />

years and are especially effective when process dynamics are reasonably<br />

constant, where there is minimal lag in the process and where the objective is to<br />

adhere to some measurable set point. Other control systems have been<br />

developed subsequently to handle complex process dynamics. These include:<br />

• Feed forward control, which compensates for up stream disturbances before<br />

the controlled variable is influenced.<br />

• Ratio control, which is able to hold one process variable at a fixed ratio to<br />

another.<br />

• Cascade control, which is the application of one controller to adjust the set<br />

point of a second controller.<br />

• Constraint control, which is used to move a process variable towards one or<br />

more constraint values.<br />

Dead-time or lagging compensated controllers are ones that have algorithms that<br />

allow for delays in a process or slow sensor responses, an example being discrete<br />

sampling, on-line analysers.<br />

In addition to these major groups, controllers incorporating specialist features<br />

are also available. Robust control techniques add functionality to controllers that<br />

are designed to work under all operating conditions. These are applied especially<br />

in safety critical applications. Overrides are functions employed to ensure a<br />

control system does not violate the limits of the process and gain scheduling is<br />

used to adjust automatically the tuning parameters of a controller to take account<br />

of different operating regions.<br />

The type of controller employed in mills today fits into one or more of the<br />

above categories. They are used for operations such as water-addition to wheat<br />

and micro-ingredient addition to flour.<br />

It may be seen from the list above that many different types of conventional<br />

controller exist to cope with most simple process requirements. However, whole<br />

process control does not fit into this category of control requirement and so<br />

advanced control techniques must be investigated in the future in order to<br />

increase process efficiency.<br />

3.6.2 Advanced control techniques<br />

As stated, advanced control techniques are considered when conventional<br />

approaches cannot develop adequate performance. The types employed are as<br />

follows:

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