Dynamical systems regulation by neurocontrollers

Sigeru Omatu

doi:10.1117/12.205163

6 April 1995 Dynamical systems regulation by neurocontrollers

Sigeru Omatu

Proceedings Volume 2492, Applications and Science of Artificial Neural Networks; (1995) https://doi.org/10.1117/12.205163
Event: SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, Orlando, FL, United States

Abstract

It is well-known that neural network systems have many typical properties compared with other information processing methods. Some of them are learning ability, generalization, and nonlinear characteristics. We propose a neuro-control method to construct adaptive control systems. Based on three kinds of neuro-control methods, we construct a corresponding neuro- controller to each method. Then we apply the method to a temperature control problem for a water bath and a heating furnace. Experimental results show that the present method provides excellent control results.

Citation Download Citation

Sigeru Omatu "Dynamical systems regulation by neurocontrollers", Proc. SPIE 2492, Applications and Science of Artificial Neural Networks, (6 April 1995); https://doi.org/10.1117/12.205163

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