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Neuron Model-free Contrller with A Fuzzy Transfer and Its Application in A Hydraulic Parallel Robot

机译:具有模糊传递的神经元无模型控制器及其在液压并联机器人中的应用

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摘要

To the six-degree-of-freedom hydraulic parallel robot system with big uncertainties and random disturbances, which eigenparameters vary greatly with the working conditions and surroudings, the neuron control method using a fuzzy transfer is proposed to control the hydraulic active joint of the robot system in this paper. In this method, the fuzzy transfer is designed by using a formultion fuzzy algorithm. The simulation resutls show that this new model-free control method has very strong robustness and adaptability as well as good disturbance-resistance and satisfied performances. It is useful for hte real-time control of the hydraulic parallel robot.
机译:针对具有不确定性和随机干扰的六自由度液压并联机器人系统,其特征参数随工作条件和周围环境变化较大,提出了一种基于模糊传递的神经元控制方法来控制机器人的液压主动关节。本文的系统。在这种方法中,通过使用formultion模糊算法来设计模糊传递。仿真结果表明,这种新型的无模型控制方法具有很强的鲁棒性和适应性,以及良好的抗干扰性和令人满意的性能。对于液压并联机器人的实时控制很有用。

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