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