DocumentCode :
2755764
Title :
Fuzzy control rules base design
Author :
Koprda, Stefan ; Balogh, Zoltan ; Turcani, Milan
Author_Institution :
Dept. of Inf., Constantine the Philosopher Univ. in Nitra, Nitra, Slovakia
fYear :
2011
fDate :
12-14 Oct. 2011
Firstpage :
1
Lastpage :
6
Abstract :
Problems with continual processes modeling are apparent upon solving multilevel control systems, where, besides an extensive procedure level of control, there exists another level of control responsible for a continuous optimization of the process. It is natural that it is necessary to improve quality of any production technology in a complex way, by means of replacing the technology itself, as well as by continuous optimization of operation, upon which it is inevitable to exploit not only exact theoretical means, but also practical experience, or heuristic procedures from the level of dispatcher control. It is just here, where new opportunities of using fuzzy controller are opening, as a compensation for a man in control and optimizing processes. Besides the above mentioned possibilities, the exploitation of fuzzy controllers in the practice is very widespread. For example, steam turbines, chemical reactors and cement operations control has successfully been solved. Using fuzzy controller for the acceleration of neurone networks learning can serve an example. The article deals with the issue of rules base design in the environs of Matlab.
Keywords :
compensation; control system synthesis; fuzzy control; learning systems; neurocontrollers; Matlab; cement operations control; chemical reactors; compensation; continual processes modeling; continuous optimization; dispatcher control; fuzzy control rules base design; multilevel control systems; neurone networks learning; production technology; steam turbines; Fuzzy systems; Interference; Optimization; Process control; Regulators; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Application of Information and Communication Technologies (AICT), 2011 5th International Conference on
Conference_Location :
Baku
Print_ISBN :
978-1-61284-831-0
Type :
conf
DOI :
10.1109/ICAICT.2011.6110962
Filename :
6110962
Link To Document :
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