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PID neural networks for time-delay systems

Authors :
Youguo Pi
Huailin Shu
Source :
Computers & Chemical Engineering. 24:859-862
Publication Year :
2000
Publisher :
Elsevier BV, 2000.

Abstract

PID neural network (PIDNN) is a new kind of networks. It consists of three layers and its hidden layer's units are proportional (P), integral (I) and derivative (D) neurons. PIDNN's weights are adjusted by the back-propagation algorithms and it perform a perfect function in process control. In this paper, we introduce PIDNN structure and algorithm and give examples in which PIDNN is used to control time-delay systems.

Details

ISSN :
00981354
Volume :
24
Database :
OpenAIRE
Journal :
Computers & Chemical Engineering
Accession number :
edsair.doi...........d83e38fabe9b07ba28fafc05220703f5
Full Text :
https://doi.org/10.1016/s0098-1354(00)00340-9