Title :
A method of design and adjustment of fuzzy control rules based on operation know-how
Author :
Itoh, Osamu ; Migita, Hirohisa ; Miyamoto, Akihiro
Author_Institution :
Software & Syst. Lab., Fuji Electr. Corp. Res. & Dev. Ltd., Tokyo, Japan
Abstract :
The major problem in making fuzzy control a reality is designing and adjusting the control rules. In process control, it is impossible to get complete informations for the design because of remaining unexplained characteristic and change of it. So, we developed a design adjustment and evaluation method of the control rules and membership functions based on operator´s judgments and process data. This paper reports on the method and its effectiveness
Keywords :
control system synthesis; fuzzy control; fuzzy set theory; knowledge acquisition; process control; design adjustment; fuzzy control rules; knowledge acquisition; membership functions; operation know-how; process control; Automatic control; Chemical industry; Control systems; Data engineering; Design engineering; Design methodology; Fuzzy control; Fuzzy set theory; Genetic engineering; Process control;
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.1994.343736
