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A Self-Tuning Smith-Neuron Controller for Large Time-Delay System

Authors :
Zhi Ze-ying
Pan Feng
Han Ru-cheng
Zuo Long
Liu Hong-bing
Source :
2005 International Conference on Neural Networks and Brain.
Publication Year :
2006
Publisher :
IEEE, 2006.

Abstract

A Smith predictor (SP) neuron based controller for large time-delay system is proposed in this paper. In this combined method, the neuron is used to self-tune the PID controller so the optimal parameters can be obtained, and the SP is going to compensate the large time-delay that is generally associate with different process. The scheme has been simulated on a plant model. Simulation results demonstrate that the controller has enhanced the response speed and robustness

Details

Database :
OpenAIRE
Journal :
2005 International Conference on Neural Networks and Brain
Accession number :
edsair.doi...........7c470a1f6dbd9ef4c8e3e9be82131cab