A Neural Network Modelling Based on Modified PRPE Algorithm and Its Application to an Industrial Electric Heater

Kongzhi Lilun Yu Yingyong/Control Theory and Applications（1996）

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摘要

The paper presents a modified parallel recursive prediction error algorithm of a multi-layered neural network,which needs less computational time.The modified algorithm is applied to model anonlinear multivariable coupled industrial electric heater.A dynamic decrete-time neural network model is constructed.The result shows that the model data agrees well with the real data.

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关键词

Electric heater,Identification,Modelling,Multi-layered neural network,Nonlinear system,Recursive predition error algorithm

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