A single-neuron PID adaptive multicontroller scheme based on RBFNN

Transactions of the Institute of Measurement & Control

Volumn 27, Issue 4, 2005, Pages 243-259

  Guo, Bingjun ^a   yu, Jinshou ^a  

^a EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

load rejection; multicontroller; RBFNN; set point tracking; single neuron

Indexed keywords

CHEMICAL ENGINEERING; COMPUTER SIMULATION; ELECTRIC CONTROL EQUIPMENT; ELECTRIC LOADS; NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS);

LOAD REJECTION; MULTICONTROLLERS; SET POINT TRACKING; SINGLE NEURONS;

ADAPTIVE CONTROL SYSTEMS;

EID: 33750327445     PISSN: 01423312     EISSN: None     Source Type: Journal    
DOI: 10.1191/0142331205tm147oa     Document Type: Article

References (8)

1. Casasent, D. and Chen, X. 2003: New training strategies for RBF neural networks for X-ray agricultural product inspection. Pattern Recognition 36, 535-547.
2. Fernandez de Canete, J., Garcia-Cerezo, A. and Garcia-Moral, I. 1998: Direct control with radial basis function networks: stability analysis and application. Journal of Systems Architecture 44, 583-596.
3. Gong, C. and Hua, Z. 2002: The neuron control of RBF network on-line recognition. Process Automation Instrumentation, 23, 17-20.
4. Guo, B. and Jutan, A. 2001: Multicontroller scheme for load rejection and setpoint tracking. Canadian Journal of Chemical Engineering 79, 817-822.
5. Guo, B. and Jutan, A. 2003: A discrete double-controller-scheme for delayered processes with both load and set point disturbances. Transactions of Institute of Measurement and Control 25, 75-92.
6. Tian Yuchu and Gao Furong. 1998a: Double-controller scheme for separating load rejection from set-point tracking. Transactions of the Institute of Chemical Engineers 76, Part A, 445-450.
7. Tian Yuchu and Gao Furong. 1998b: Double-controller scheme for control of processes with dominant delayer. IEE Proceedings - Control Theory Application 145, 479-484.
8. Zhu, Z. X. and Jutan, A. 1994: Model identification and optimal stochastic control of a multivariable pressure tank system. Transactions of the Institute of Chemical Engineers 72, Part A, 64-71.