A simulation study of multi-disciplinary position control methods of robot arm D.C motor

Mohammad M. Ali, Ali Al-Khawaldeh
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引用次数: 2

Abstract

This paper presents a simulation study using different control strategies to control the position of robot arm DC motor. Fixed field DC motor mathematical model is applied using certain parameters settings. A state feedback pole placement, Fuzzy Logic, Multi-Layer Perceptron (MLP) Neural Network, and the conventional PID control theories have been applied successfully. Matlab Simulink work space is used in the simulation. Almost the same controlled output responses are obtained with a different transient responses speed.
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机械臂直流电机多学科位置控制方法的仿真研究
本文采用不同的控制策略对机器人手臂直流电机的位置进行了仿真研究。采用一定的参数设置,建立了固定磁场直流电机的数学模型。状态反馈极点配置、模糊逻辑、多层感知器(MLP)神经网络和传统PID控制理论已成功应用。仿真中使用了Matlab的Simulink工作空间。用不同的瞬态响应速度得到几乎相同的受控输出响应。
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