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PID and Fuzzy Logic Controller Design for Balancing Robot Stabilization

Firas A. Raheem, Bashar Fateh Midhat, Israa Mohammed

发表年份
2018
引用次数
19
访问权限
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摘要

This paper addresses the problem of position control and stabilization for the two wheeled balancing robot. A mathematical model is derived based on the robot’s position and tilt angle and a fuzzy logic control is proposed for the balancing robot control. The fuzzy logic controller performance is compared with a conventional PID controller to show the difference between them. Both controllers were tested on the balancing robot in simulation using MATLAB software and the results were put together for a comparative point of view. The simulations shows a relative advantage for the fuzzy logic controller over the conventional PID controller especially in reducing the time required for stabilization which takes about 2 seconds and almost without overshoot while in the PID case the robot will have about 10% overshoot in position and about 20 degrees in tilt angle.

关键词

Control theory (sociology)Overshoot (microwave communication)PID controllerFuzzy logicRobotController (irrigation)Control engineeringMATLABComputer scienceTilt (camera)

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