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Intelligent proportional-integral (iPI) control of a single link flexible joint manipulator

机译:单链接柔性关节机械手的智能比例积分(iPI)控制

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This paper presents the design, stability analysis and experimental validation of a computationally non-intensive, model-free, intelligent proportional-integral (iPI) controller for flexible joint manipulators. In order to show the performance of the iPI controller, it is compared with classical proportional-integral and proportional-integral-derivative controllers. Based on this comparison, the iPI-controlled system achieved a better than 60% tracking accuracy for both kane trajectory and sine input tracking. The iPI controller also significantly reduced transient swings in the flexible joint of the manipulator, when tracking a train of pulses. Moreover, the iPI controlled system successfully eliminated both disturbances and noise effects from the dynamics of the manipulator.
机译:本文介绍了一种用于柔性关节机械手的无计算量,无模型,智能比例积分(iPI)控制器的设计,稳定性分析和实验验证。为了显示iPI控制器的性能,将其与经典的比例积分和比例积分微分控制器进行了比较。基于此比较,iPI控制的系统在kane轨迹和正弦输入跟踪方面均达到了优于60%的跟踪精度。当跟踪一系列脉冲时,iPI控制器还可以显着减少机械手柔性接头中的瞬态摆动。此外,iPI控制系统成功消除了机械手动力学带来的干扰和噪声影响。

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