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Fractional Order Based Computed Torque Control of 2-link Robotic Arm

机译:基于分数阶的2连杆机械臂计算转矩控制

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The paper proposes the application of fractional order controller in position tracking control of 2-link nonlinear robotic arm. The nonlinear system dynamics is linearized using inverse dynamics of the model and fractional order PID controller is designed to deal with remaining tracking errors. The optimal values of controller parameters are calculated using Nelder-Mead optimization technique based on desired design criteria. The objective function is designed using weighted sum approach on each performance specification based on transient domain parameters. It can be seen from simulation results that fractional order controller together with computed torque controller improved tracking performance of proposed system as compared to PID controller used in the outer loop. Moreover, the robustness of proposed scheme is checked by applying the disturbance signal at control input channels of 2-link nonlinear robotic arm links.
机译:提出了分数阶控制器在2-link非线性机器人手臂位置跟踪控制中的应用。使用模型的逆动力学将非线性系统动力学线性化,并设计分数阶PID控制器来处理剩余的跟踪误差。控制器参数的最佳值是根据所需的设计标准使用Nelder-Mead优化技术来计算的。该目标函数是基于瞬态域参数在每个性能规格上使用加权和方法设计的。从仿真结果可以看出,与外环使用的PID控制器相比,分数阶控制器与计算出的转矩控制器一起改善了所提出系统的跟踪性能。此外,通过在2链接非线性机器人手臂链接的控制输入通道上施加干扰信号来检查所提出方案的鲁棒性。

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