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Active Disturbance Rejection Controller Based on Particle Swarm Optimization for Hydraulic Automatic Position Control System

机译:基于粒子群算法的液压自动位置控制系统主动干扰抑制控制器

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摘要

In view of Hydraulic Automatic Position Control (HAPC) with uncertainty and nonlinearity,the model of HAPC system is established.Then,a controller independent on the model is designed.And particle swarm optimization (PSO) is presented for parameters optimization of the ADRC controller.Finally,ADRC optimized by PSO is selected as the controller for HAPC system and the simulation results show that it has better performance in tracking,anti-interference and robustness compared with other three algorithms.
机译:针对具有不确定性和非线性的液压自动位置控制(HAPC),建立了HAPC系统的模型,然后设计了一个独立于该模型的控制器,并提出了粒子群算法(PSO)对ADRC控制器的参数进行优化。最后,选择了由PSO优化的ADRC作为HAPC系统的控制器,仿真结果表明,与其他三种算法相比,它在跟踪,抗干扰和鲁棒性方面具有更好的性能。

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