ADAPTIVE FUZZY REGULATION OF STRIP TENSION AND LOOPER ANGLE IN HOT FINISHING MILL

Authors
Citation
Dm. Lee et Js. Lee, ADAPTIVE FUZZY REGULATION OF STRIP TENSION AND LOOPER ANGLE IN HOT FINISHING MILL, Intelligent automation and soft computing, 4(2), 1998, pp. 147-161
Citations number
23
Categorie Soggetti
Robotics & Automatic Control","Computer Science Artificial Intelligence","Robotics & Automatic Control","Computer Science Artificial Intelligence
ISSN journal
10798587
Volume
4
Issue
2
Year of publication
1998
Pages
147 - 161
Database
ISI
SICI code
1079-8587(1998)4:2<147:AFROST>2.0.ZU;2-A
Abstract
This paper presents an adaptive fuzzy controller with feedback lineari zation and switching control technique that is used to regulate the te nsion of steel strip and the angle of looper system that exist between stands of the hot finishing mill. Each control loop in the proposed c ontroller adopted an adaptive fuzzy logic structure which is reported to be superior in performance to the neural network techniques. The ad aptive fuzzy controller is robust due to its fuzzy representation of t he controller and is adaptive due to its training capability. The feed back linearizing control term improves control performance particularl y in the transient behavior, whereas the switching control term compen sates for the inevitable model approximation error incurred by the fuz zy logic representation. Combining all these terms, the proposed contr oller is asymptotically stable with robustness in the adaptive fuzzy c ontroller.