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STUDY ON FUZZY PID WITH GENETIC ALGORITHM OPTIMIZATION CONTROL STRATEGY OF FORCE FEEDBACK BILATERAL SERVO SYSTEM

机译:基于遗传算法优化控制策略的模糊PID研究双边伺服系统

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Tele-operated bilateral hydraulic servo system with master-slave robot at the core can be complex manipulated in uncertain or extreme environment (such as space, seabed, radialization, battlefield, etc.). In this paper, it mainly researches control arithmetic of a novel force feedback bilateral master-slave servo system composed of electro-hydraulic servo systems. In a tele-operated master-slave control system, the master plays as a reference input device to the slave as well as a force feedback device. Conventionally, the force sense was obtained from size of the force which prevented joy stick moving. But in such systems, the feedback impact force is too big and the track characteristic of displacement becomes very poor. A novel control arithmetic is presented which regards the difference between the master's manipulative force (by magnifying ) and the slave's resistance as command signal for driving the slave's servo valve; simultaneity, the difference between the slave's displacement and the master's displacement is fed back for driving movement of the master following the slave freely. 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:在核心的核心机器人的远程双边液压伺服系统可以复杂于不确定或极端环境(如空间,海底,辐射,战场等)。本文主要研究了由电液伺服系统组成的新型力反馈双边主从伺服系统的控制算法。在远程操作的主从控制系统中,主机作为参考输入设备播放到从站以及力反馈设备。传统上,从阻止喜悦杆移动的力的尺寸获得力意义。但在这种系统中,反馈冲击力太大,位移的轨道特性变得非常差。提出了一种新的控制算术,这在母系的操纵力(通过放大)和从属电阻作为驱动从属伺服阀的命令信号之间的差异;同时性,从奴隶的位移和主位移之间的差异被反馈,以便自由地驾驶奴隶之后的主机的运动。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和提高系统的动态和静态特性,通过遗传算法(GA)优化了PD的三个控制参数。实验结果表明,在快速杆上产生“力义”,并且操作者能够敏感地感受到反应力。其次,新的控制策略和优化模糊PD算术具有良好的轨道精度,提高了位移和力反馈特性的主从轨道特性。与此同时,它具有强大的自适应和抗干扰能力。

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