Fuzzy logic controller design based on genetic algorithm for DC motor

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	Fuzzy logic controller design based on genetic algorithm for DC motor
	LiuChun-Juan; LiBian-Xia; YangXiao-Xu
	2011
会议名称	2011 International Conference on Electronics, Communications and Control, ICECC 2011
会议录名称	2011 International Conference on Electronics, Communications and Control
页码	2662-2665
会议日期	September 9, 2011 - September 11, 2011
会议地点	Ningbo, China
会议主办者	Ningbo University
产权排序	1
摘要	This paper propose a genetic based fuzzy logic controller to regulate the speed of separately excited DC motor. The fuzzy membership function and rules are optimized based on genetic algorithm. The DC motor speed control system is modeled and simulated in MATLAB/SIMULINK. Simulation results show that the optimized fuzzy logic controller not only has no overshoot, minimum settling times and vibrations, but also demonstrate high performance for real-time control over a wide range of operating conditions.
关键词	Dc Motor Drive Fuzzy Logic Controller Genetic Algorithm Simulation
作者部门	光电跟踪与测量技术研究室
收录类别	EI ; CPCI
ISBN号	9781457703218
语种	英语
文献类型	会议论文
条目标识符	http://ir.opt.ac.cn/handle/181661/20005
专题	光电跟踪与测量技术研究室
推荐引用方式 GB/T 7714	LiuChun-Juan,LiBian-Xia,YangXiao-Xu. Fuzzy logic controller design based on genetic algorithm for DC motor[C],2011:2662-2665.