Design and Application of PLC-based Speed Control for DC Motor Using PID with Identification System and MATLAB Tuner

Dodi Saputra, A. Ma’arif, H. Maghfiroh, Phichitphon Chotikunnan, Safinta Nurindra Rahmadhia
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引用次数: 2

Abstract

Industries use numerous drives and actuators, including DC motors. Due to the wide-ranged and adjustable speed, DC motor is widely used in many industries. However, the DC motor is prone to external disturbance and parameter changes, causing its speed to be unstable. Thus, a DC motor requires an appropriate controller design to obtain a fast and stable speed with a small steady-state error. In this study, a controller was designed based on the PID control method, with the controller gains tuned by trial-and-error and MATLAB Tuner with an identification system. The proposed controller design was implemented using PLC OMRON CP1E NA20DRA in the hardware implementation. Each tuning method was repeated five times so that the system performances could be compared and improved. Based on hardware implementation results, the trial-error method gave acceptable results but had steady-state errors. On the other hand, the use of MATLAB Tuner provided fast system responses with no steady-state error but still had oscillations with high overshoot during the transition. Therefore, the PID controller gains acquired from MATLAB Tuner must be tuned finely to get better system responses.
基于plc的直流电动机PID辨识系统及MATLAB调谐器的调速设计与应用
工业使用许多驱动器和执行器,包括直流电机。直流电动机具有调速范围广、速度可调等特点,被广泛应用于许多行业。然而,直流电动机容易受到外界干扰和参数变化,导致其转速不稳定。因此,直流电机需要适当的控制器设计,以获得快速稳定的速度和小的稳态误差。在本研究中,基于PID控制方法设计了一种控制器,控制器增益通过试错法和MATLAB调谐器与识别系统进行调谐。采用欧姆龙CP1E NA20DRA PLC进行硬件实现。每种调优方法重复5次,以便对系统性能进行比较和改进。基于硬件实现结果,试错法给出了可接受的结果,但存在稳态误差。另一方面,使用MATLAB Tuner提供了快速的系统响应,没有稳态误差,但在过渡过程中仍然存在高超调的振荡。因此,必须对MATLAB调谐器获得的PID控制器增益进行微调,以获得更好的系统响应。
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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CiteScore
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