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Data-based fuzzy adaptive control for a flexible-link manipulator

机译:柔性连杆机械手基于数据的模糊自适应控制

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A flexible-link manipulator is a complex plant with high nonlinearity, and the equations of motion of a flexible-link manipulator have infinite dimensions. Hence, the control problems for a flexible-link manipulator are challenging tasks, seeking a control strategy which is independent of precise plant mathematical model is of practical meanings. In this paper a novel data-based fuzzy adaptive control strategy for a flexible-link manipulator is presented, and procedures for designing a fuzzy adaptive controller are described based on the collected experiment data. Good result is observed in the fuzzy adaptive control experiment of a flexible-link manipulator, the vibration suppression and precision positioning performance is achieved.
机译:柔性连杆机械手是具有高非线性度的复杂设备,并且柔性连杆机械手的运动方程具有无限的尺寸。因此,柔性连杆机械手的控制问题是具有挑战性的任务,寻求独立于精确工厂数学模型的控制策略具有实际意义。本文提出了一种新颖的基于数据的柔性连杆机械手模糊自适应控制策略,并基于所收集的实验数据描述了一种模糊自适应控制器的设计过程。在柔性连杆机械手的模糊自适应控制实验中,取得了良好的效果,达到了减振和精确定位的目的。

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