Title :
Neural predictive control-a case study
Author :
Koivisto, Hannu ; Kimpimäki, Pekka ; Koivo, H.
Author_Institution :
Control Eng. Lab., Tampere Univ. of Technol., Finland
Abstract :
Adaptive neural network predictive controllers are briefly reviewed. Some of the first results of an online application to a laboratory scaled nonlinear heating process are presented. Both the one-step-ahead and the long-range (multistep) predictive controller are considered. Both neural network controllers exhibit good, robust performance
Keywords :
adaptive control; heating; neural nets; predictive control; adaptive control; neural network; neural predictive control; nonlinear heating process; Adaptive control; Computer aided software engineering; Control engineering; Cost function; Error correction; Feedforward neural networks; Laboratories; Neural networks; Process control; Programmable control;
Conference_Titel :
Intelligent Control, 1991., Proceedings of the 1991 IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-0106-4
DOI :
10.1109/ISIC.1991.187392
