Design of interval type-2 fuzzy logic controller

Ming Ying Hsiao, Tzuu Hseng S. Li

研究成果: Conference contribution

9 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a novel interval type-2 fuzzy logic controller (IT2FLC) for interval system. The precise mathematical model of the controlled plant is not required to design this IT2FLC. Design procedure of the IT2FLC is explored in detail. A typical linear interval system with 50% parameter variations is adopted to demonstrate the effectiveness of the proposed IT2FLC. For better understanding the performance of IT2FLC, numerous shapes of membership functions and variation of rule numbers of rule table are evaluated for simulation thoroughly. The simulation results are compared with those from type-1 fuzzy logic controller (T1FLC) under same conditions. It shows that the performance of IT2FLC is much better than that of T1FLC if the number of rule is reduced.

原文English
主出版物標題2006 IEEE International Conference on Systems, Man and Cybernetics
發行者Institute of Electrical and Electronics Engineers Inc.
頁面4976-4981
頁數6
ISBN(列印)1424401003, 9781424401000
DOIs
出版狀態Published - 2006 一月 1
事件2006 IEEE International Conference on Systems, Man and Cybernetics - Taipei, Taiwan
持續時間: 2006 十月 82006 十月 11

出版系列

名字Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
6
ISSN(列印)1062-922X

Other

Other2006 IEEE International Conference on Systems, Man and Cybernetics
國家/地區Taiwan
城市Taipei
期間06-10-0806-10-11

All Science Journal Classification (ASJC) codes

  • 工程 (全部)

指紋

深入研究「Design of interval type-2 fuzzy logic controller」主題。共同形成了獨特的指紋。

引用此