永磁同步电动机模糊反步控制器的设计

Ming Yang, Xingcheng Wang
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引用次数: 5

摘要

提出了一种永磁同步电动机模糊反步控制器的设计方法。为了获得良好的动力学和鲁棒性,采用模糊逻辑控制对基于反演技术的非线性控制器进行参数调整,并采用自适应加权粒子群算法(PSO)对模糊控制进行优化。自适应加权粒子群算法对多目标、多维问题具有较好的求解效果。通过仿真验证了所提出的最优控制器,结果表明该控制器具有良好的鲁棒性和动态响应。
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Design for fuzzy backstepping controller of permanent magnet synchronous motor
A fuzzy backstepping controller design for permanent magnet synchronous motor (PMSM) is presented in this paper. In order to gain good dynamics and robustness, the parameters of nonlinear controller based on backstepping technique is adjusted by fuzzy logic control, and the fuzzy logic control is optimized by adaptive weighted particle swarm optimization (PSO). The adaptive weighted PSO is efficient for multi-objective and multi-dimensional problem. The proposed optimal controller is verified by simulation, and the results show that the controller has robust and good dynamic response.
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