A nonlinear fractional order PID controller applied to redundant robot manipulator

Anupam Kumar, Prashant J. Gaidhane, Vijay Kumar
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引用次数: 16

Abstract

The Redundant robotic systems are multi-input multi-output (MIMO), highly nonlinear and coupled systems. In presence of un-modeled dynamics such as parameter variation and external disturbance, the performance of the system is badly affected. Consequently, robust controller design for these systems is an intriguing task for control researcher to handle such complexities present in the system. This research study presents the nonlinear fractional order PID (NL-FOPID) controller for 5-DOF redundant robot manipulator for joint trajectory tracking task. The optimal controller parameters are achieved using recent artificial bees colony (ABC) optimization technique. For examining the effectiveness of the NL-FOPID controller, the robustness testing is also investigated for parameters variation and external disturbance. After many numerical simulations, the simulation results clearly show that the performances of proposed NL-FOPID controller are superior to nonlinear PID (NL-PID) controller, and traditional linear PID.
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一种应用于冗余度机械手的非线性分数阶PID控制器
冗余机器人系统是多输入多输出(MIMO)、高度非线性和耦合系统。当系统存在参数变化和外部干扰等未建模动力学时,系统的性能将受到严重影响。因此,对于这些系统的鲁棒控制器设计是控制研究人员的一个有趣的任务,以处理系统中存在的这种复杂性。研究了用于关节轨迹跟踪任务的五自由度冗余度机器人机械臂非线性分数阶PID (NL-FOPID)控制器。采用最新的人工蜂群优化技术实现了最优控制器参数。为了验证NL-FOPID控制器的有效性,还研究了参数变化和外部干扰的鲁棒性测试。经过大量的数值仿真,仿真结果清楚地表明,所提出的NL-FOPID控制器的性能优于非线性PID (NL-PID)控制器和传统的线性PID。
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