Title :
Fuzzy model based long-range predictive control
Author :
De Oliveira, J. Valente ; Lemos, J.M.
Author_Institution :
Control of Dynamic Syst. Group, INESC, Lisbon, Portugal
Abstract :
Fuzzy model based long-range predictive control algorithms are presented. A distributed fuzzy relational model is used for forecasting. The control law seeks to minimize a multi-step performance index using a receding horizon strategy. The adaptation mechanisms deal with the linguistic maintenance of the involved membership functions. A case study is presented
Keywords :
fuzzy control; performance index; predictive control; control law; distributed fuzzy relational model; forecasting; fuzzy model based long-range predictive control; linguistic maintenance; membership functions; multi-step performance index; receding horizon strategy; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Neural networks; Open loop systems; Predictive control; Predictive models; Programmable control; Sampling methods;
Conference_Titel :
Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1896-X
DOI :
10.1109/FUZZY.1994.343668
