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Load-adaptive control of a single-link flexible manipulator

机译:单链接柔性机械手的负载自适应控制

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摘要

An adaptive control scheme for the tip position control of a single-link flexible manipulator handling unknown changing loads and its experimental verification are presented. The scheme essentially comprises a least-squares identification algorithm and a self-tuning pole-placement controller. The controller uses a novel recursive algorithm which constrains the control signal not to respond immediately to any sudden changes in the control gains due to changes in the parameter estimate vector. Another salient feature of the present work is the observation of a 'ringing effect' transient during payload release and its resolution. This was achieved by a resetting of the parameter estimate vector to its no-load value, prior to payload release. A performance comparison of the new adaptive control with a constant-gain pole placement controller as well as a standard self-tuning pole placement controller clearly demonstrates its superior ability in handling unknown changing loads.
机译:提出了一种自适应控制方案,该方案用于处理未知负载变化的单连杆柔性机械臂的尖端位置控制,并进行了实验验证。该方案主要包括最小二乘识别算法和自校正极点放置控制器。控制器使用一种新颖的递归算法,该算法限制控制信号不立即响应由于参数估计矢量的变化而导致的控制增益的突然变化。本工作的另一个显着特征是观察有效载荷释放期间的“振铃效应”瞬变及其分辨率。这是通过在释放有效负载之前将参数估计向量重置为其空载值来实现的。新的自适应控制与恒增益磁极放置控制器以及标准自调谐磁极放置控制器的性能比较清楚地表明了其在处理未知变化负载方面的卓越能力。

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