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Study on fuzzy PID with Genetic Algorithm control strategy of hydraulic servo system

机译:液压伺服系统遗传算法控制策略的模糊PID研究

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摘要

In this paper, Fuzzy PD control strategy is adapted. In order to obtain real time track control to system and improve dynamic and static characteristic of system, three control parameters of PD are optimized by Genetic Algorithm (GA). Experimental results are shown that the “force sense” is produced on the joy stick and the operator is able to feel sensitively the reaction forces. Secondly, the novel control strategy and optimization fuzzy PD arithmetic has good track precision and improves master-slave track characteristic of displacement and force feedback characteristic. At the same time, it has rather strong self-adaptability and anti-jamming capability.
机译:本文采用了模糊PD控制策略。为了获得对系统的实时跟踪控制,并提高系统的动,静态特性,通过遗传算法(GA)对PD的三个控制参数进行了优化。实验结果表明,在操纵杆上产生了“力感”,操作员能够灵敏地感觉到反作用力。其次,新的控制策略和优化的模糊PD算法具有良好的跟踪精度,改善了位移的主从跟踪特性和力反馈特性。同时,它具有相当强的自适应性和抗干扰能力。

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