標題: Optimal signgle-input PID type fuzzy logic controller design with genetic algorithm
作者: Wu, Bing-Fei
Ma, Li-Shan
Perng, Jau-Woei
Lee, Tsu-Tian
電控工程研究所
Institute of Electrical and Control Engineering
關鍵字: fuzzy logic controller;optimal control;PID type controller;single input fuzzy logic controller (SFLC);genetic algorithm (GA)
公開日期: 2007
摘要: In this paper, the PID type single-input fuzzy logic controller (SFLC) is proposed by modified from PD type SFLC. By proposed structure, the steady error from PD type SFLC can be improved. Furthermore, the optimal control performance can be achieved by tuning membership function and gain parameter with genetic algorithm (GA). The simulation results show the proposed structure has better performance by comparing with GA PID and Ziegler-Nichols PID approaches.
URI: http://hdl.handle.net/11536/9856
ISBN: 978-1-4244-0972-3
期刊: PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7
起始頁: 2000
結束頁: 2004
Appears in Collections:Conferences Paper