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Proportional-integral-derivative (PID) control schemes have been widely used in most industrial control systems. However, it is difficult to determine a suitable set of PID gains because most industrial systems have nonlinearity. On the other hands, the cerebellar model articulation controller (CMAC) classified as neural networks has been proposed, and design scheme of an intelligent PID controller...
To operate process plants under restricted condition such as high-quality and reduced cost, Control Performance Assessment (CPA) that assesses performance of the control systems from the operation data has been actively studied in recent years. However, owing to the non-linearity included in the general system plants, it is difficult to tune the control parameters regularly. The scheme to tune PID...
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