高精度电液系统的模糊滑模控制仿真研究

Simulation of Fuzzy Sliding Mode Controller in High Precise Electro-Hydraulic System

  • 摘要: 结合模糊逻辑和滑模理论,对带有大转动惯量负载的电液系统实现了高精度的控制。该控制器在系统状态到达 滑模面时由模糊逻辑求出等效控制量,有效地削弱了抖振、抑制了外部干扰。为了在没有专家经验时,设计出性能良好的模 糊控制器,采用遗传算法优化隶属函数和控制规则。在MATLAB中的仿真结果表明,所设计的控制器表现出良好的性能,满 足了系统控制指标的要求

     

    Abstract: Fuzzy logic and sliding mode theory are applied to control a nonlinear, complex electro-hydraulic system with large moment of inertia of load. Fuzzy logic is used to obtain equivalent control signal after system states reaching sliding manifold. As a result, chattering caused by switching action is effectively weakened, and external disturbance is restrained also. In order to design a good fuzzy controller without professional experience, membership functions of then-part and control rules are optimized by means of genetic algorithm simultaneously. Simulation result shows the proposed controller exhibits excellent performance and satisfies control demand of the system adequately.

     

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