论文信息 - A new approach to optimization of a PI controller using neural networks

A new approach to optimization of a PI controller using neural networks

This paper presents a new approach to using neural networks in process control. In this approach the network is used to obtain a mapping of a process inputs to its outputs. Control parameters of a conventional controller such as a PI controller is extracted from this mapping. Simulation examples of a water bath temperature system and miniature industrial furnace system are shown.

Sigeru Omatu | Z. Taha

[1] Paul J. Werbos,et al. Backpropagation Through Time: What It Does and How to Do It , 1990, Proc. IEEE.

[2] Stephen Grossberg,et al. Neural dynamics of adaptive sensory-motor control , 1986 .

[3] Kumpati S. Narendra,et al. Identification and control of dynamical systems using neural networks , 1990, IEEE Trans. Neural Networks.