|
|||||
|
|
A Self-Adaptive Control Method for Uncertainty Systems Based on ANN with AEP |
|
| Authors: | WANG Ping YANG Ru-qing |
| Institution: | 1. School of Mechanical Engineering of Shanghai Jiaotong University,Shanghai 200030,China;Drilling Technology Research Institute,Shengli Petroleum Administration,Dongying,Shandong 257017,China 2. School of Mechanical Engineering of Shanghai Jiaotong University,Shanghai 200030,China |
| Abstract: | A self-adaptive control method is proposed basedon an artificial neural network(ANN) with acceleratedevolutionary programming(AEP.) algorithm. The neuralnetwork is used to model the uncertainty process, fromwhich the teacher signals are produced online to regulate theparameters of the controller. The accelerated evolutionaryprogramming is used to train the neural network. Theexperiment results show that the method can obviouslyimprove the dynamic performance of uncertainty systems. |
| Keywords: | accelerated evolutionary programming ANNself-adaptive control uncertainty system |
| 本文献已被 维普 万方数据 等数据库收录！ | |