Dynamical systems regulation by neurocontrollers

Sigeru Omatu

doi:10.1117/12.205163

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6 April 1995 Dynamical systems regulation by neurocontrollers

Sigeru Omatu

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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.

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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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