DocumentCode :
1737444
Title :
A novel self-tuning control design approach for industrial applications
Author :
Eucker, Richard J. ; Gao, Zhiqiang
Author_Institution :
Dept. of Electr. & Comput. Eng., Cleveland State Univ., OH, USA
Volume :
2
fYear :
2000
fDate :
2000
Firstpage :
1306
Abstract :
A real time self-tuning control algorithm was developed to accommodate slow and sudden changes in the plant dynamics. Using a matrix interpolation technique, the controller coefficients are updated based on the changes in the frequency response of the plant so that a predetermined desired loop gain is maintained throughout the operation. The computer algorithms developed here can also be used as a computer aided design (CAD) tool for off-line control design. It replaces a tedious design process with a simple, easy to use, computer algorithm. The new algorithms were tested successfully in both software and hardware in the loop simulation
Keywords :
control system CAD; frequency response; industrial control; interpolation; matrix algebra; real-time systems; self-adjusting systems; CAD tool; computer aided design; controller coefficients; frequency response changes; industrial applications; matrix interpolation technique; off-line control design; plant dynamics; real time self-tuning control algorithm; self-tuning control design; Algorithm design and analysis; Control design; Design automation; Frequency response; Hardware; Industrial control; Interpolation; Process design; Software algorithms; Software testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industry Applications Conference, 2000. Conference Record of the 2000 IEEE
Conference_Location :
Rome
ISSN :
0197-2618
Print_ISBN :
0-7803-6401-5
Type :
conf
DOI :
10.1109/IAS.2000.882052
Filename :
882052
Link To Document :
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