Back to Search
Start Over
PID neural networks for time-delay systems
- 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