Improvement of DC Motor Speed Control for Mobile Robot to Minimize Slip Phenomenon

Bayu Sandi Marta, Dewi Mutiara Sari
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Abstract

Slip on the mobile robot has a significant impact on the maneuver and the accuracy of the mobile robot movement. The slip phenomenon occurs because of the loss of traction between the surface and the wheels due to the spontaneous acceleration or declaration application. This paper presents a method to improve DC motor performance by using slip control as an observer such that the slip phenomenon effect can be minimized. The performance that will be analyzed is the accuracy of motor speed and robot position accuracy when the robot is moving. The result shows that the Root Mean Squared Error (RMSE) for the motor speed performance that does not use slip control is 2.680, the system using slip control produces RMSE 1.3393. Regarding the robot position accuracy, the RMSE of the system that does not use slip control is 0.0379, the system using slip control is 0.0065.
移动机器人直流电机速度控制的改进以减少滑移现象
滑移对移动机器人的机动性能和运动精度有很大的影响。滑移现象的发生是由于自发加速或声明应用导致表面与车轮之间失去牵引力。本文提出了一种利用滑移控制作为观测器来改善直流电动机性能的方法,使滑移现象的影响最小化。将分析的性能是在机器人运动时电机速度的精度和机器人位置的精度。结果表明,不使用滑移控制时电机转速性能的均方根误差(RMSE)为2.680,使用滑移控制时电机转速性能的均方根误差(RMSE)为1.3393。对于机器人位置精度,不使用滑移控制系统的RMSE为0.0379,使用滑移控制系统的RMSE为0.0065。
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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