Optimization of a fuzzy controller using taguchi methods with multiple performance characteristics

Cheng Hsiung Chiang, Liang-Hsuan Chen

研究成果: Conference contribution

摘要

Fuzzy controllers in general are designed using the experts' knowledge or human experience in order to decide the settings of a number of system factors. However, the relations between the factors and system performance are not easy to be determined. Usually, more than one system performance characteristic is considered. For determining the settings of factors in a systematical way, we apply Taguchi methods in this paper to design the structure of a fuzzy controller with multiple performance characteristics. A cart-pole system is exemplified to illustrate the design processes. An aggregated performance index is also proposed to measure the response of the cart-pole system. The simulated results showed that the proposed method can find the efficient design for fuzzy controller.

原文English
主出版物標題Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006
DOIs
出版狀態Published - 2006 十二月 1
事件9th Joint Conference on Information Sciences, JCIS 2006 - Taiwan, ROC, Taiwan
持續時間: 2006 十月 82006 十月 11

出版系列

名字Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006
2006

Other

Other9th Joint Conference on Information Sciences, JCIS 2006
國家Taiwan
城市Taiwan, ROC
期間06-10-0806-10-11

指紋

Taguchi methods
Controllers
Poles

All Science Journal Classification (ASJC) codes

  • Engineering(all)

引用此文

Chiang, C. H., & Chen, L-H. (2006). Optimization of a fuzzy controller using taguchi methods with multiple performance characteristics. 於 Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006 [FTT-36] (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006; 卷 2006). https://doi.org/10.2991/jcis.2006.286
Chiang, Cheng Hsiung ; Chen, Liang-Hsuan. / Optimization of a fuzzy controller using taguchi methods with multiple performance characteristics. Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006. 2006. (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006).
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Chiang, CH & Chen, L-H 2006, Optimization of a fuzzy controller using taguchi methods with multiple performance characteristics. 於 Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006., FTT-36, Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006, 卷 2006, 9th Joint Conference on Information Sciences, JCIS 2006, Taiwan, ROC, Taiwan, 06-10-08. https://doi.org/10.2991/jcis.2006.286

Optimization of a fuzzy controller using taguchi methods with multiple performance characteristics. / Chiang, Cheng Hsiung; Chen, Liang-Hsuan.

Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006. 2006. FTT-36 (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006; 卷 2006).

研究成果: Conference contribution

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Chiang CH, Chen L-H. Optimization of a fuzzy controller using taguchi methods with multiple performance characteristics. 於 Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006. 2006. FTT-36. (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006). https://doi.org/10.2991/jcis.2006.286