Real-Time Fuzzy Logic Control of Two-Link Flexible Manipulators

Pub Date : 2023-01-01 DOI:10.3844/jmrsp.2023.48.62
J. Pedro, Juan-Paul Hynek
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Abstract

: This study investigates the development of a Fuzzy Logic Controller (FLC) for tracking a sinusoidal wave trajectory and suppressing the vibration of a Two Link Flexible Manipulator (TLFM). The TLFM was modeled using Lagrange's formalism and the Assumed Mode Method (AMM). A three-part apparatus consisting of a TLFM mathematical model, a real-world TLFM, and control software was designed and implemented. The FLC was applied to both the simulated and real-world TLFM. The robustness of the FLC was investigated by considering variable payload mass and link angular velocity in both constructive and destructive link interference trajectory cases. Simulation and experimental results show the effectiveness and robustness of the proposed FLC.
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双连杆柔性机械臂的实时模糊逻辑控制
本文研究了一种用于跟踪正弦波轨迹和抑制双连杆柔性机械臂振动的模糊控制器(FLC)的开发。采用拉格朗日的形式化方法和假设模态法(AMM)对TLFM进行了建模。设计并实现了一套由TLFM数学模型、真实TLFM和控制软件组成的三部分装置。将FLC应用于仿真和实际的TLFM中。考虑变载荷质量和变连杆角速度,研究了FLC在建设性和破坏性连杆干涉轨迹情况下的鲁棒性。仿真和实验结果表明了该算法的有效性和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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