基于最优授粉的受电弓机器人机构非线性PID控制

Q3 Engineering
laylaa EL-Tehewy, Mohamed A. Shamseldin, M. Sallam, A. Ghany
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引用次数: 1

摘要

受电弓机器人机构被认为是一种并联机械手,主要是为工业应用中需要高精度和高速度而发展起来的。然而,它需要一个高性能的控制器来跟踪预选择的轨迹规划。它还能比开链机构承载更高的重量,并具有合适的精度和稳定性;这是因为它由四个主动链接和一个被动链接组成,而不是像开放链那样由两个链接组成。本文建立了考虑边界条件的闭链受电弓机构的数学模型。开发了一套完整的MATLAB Simulink仿真系统来模拟受电弓机器人机构的动力学特性。为了验证所提出的受电弓数学模型,开发了相应的Simscape模型。同时,设计了两种不同的跟踪控制器。第一个控制是由花授粉优化后的PID控制器。第二种控制是一种增强型非线性PID (NLPID)控制器,其参数是基于有效目标函数的传粉(FP)优化得到的。选取矩形轨迹作为受电弓机器人末端执行器的位置参考。这项任务是使用建议的控制器来调查性能的。结果表明,与PID控制器相比,基于非线性PID控制器的FP具有更好的性能。在这种情况下,末端执行器的上升时间和稳定时间短,精度高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Flower Pollination Based Nonlinear PID Controller for Pantograph Robot Mechanism
—Pantograph Robot Mechanism is considered a type of parallel manipulator which has been developed largely for industrial applications that need high accuracy and speed. Whereas, it needs a high-performance controller to track preselected trajectory planning. It is also able to carry higher weights than the open-chain mechanism with suitable accuracy and stability; this is because it consists of four active links and one passive link, instead of two links as in the open chain. This study presents a mathematical model for a closed chain pantograph mechanism, where the boundary conditions are taken into account. A complete MATLAB Simulink has been developed to simulate the dynamics of the pantograph robot mechanism. To validate the proposed mathematical model of the pantograph, the corresponding Simscape model had been developed. Also, two different tracking controllers were designed. The first control is the PID controller which had optimized by Flower Pollination (FP) optimization. The second control is an enhanced Nonlinear PID (NLPID) controller where its parameters were obtained by Flower Pollination (FP) optimization based on the effective objective function. A rectangular trajectory was selected to be a position reference of the end effector of the pantograph robot. This task was done using the proposed controllers to investigate the performance. The results show that the NLPID controller-based FP has a better performance compared to the PID controller. The end effector has a less rise time and settling time with high accuracy in the case of the NLPID controller.
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来源期刊
CiteScore
2.80
自引率
0.00%
发文量
25
期刊介绍: International Journal of Mechanical Engineering and Robotics Research. IJMERR is a scholarly peer-reviewed international scientific journal published bimonthly, focusing on theories, systems, methods, algorithms and applications in mechanical engineering and robotics. It provides a high profile, leading edge forum for academic researchers, industrial professionals, engineers, consultants, managers, educators and policy makers working in the field to contribute and disseminate innovative new work on Mechanical Engineering and Robotics Research.
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