Controlling Speed in Induction Motors with Fuzzy Logic and a PI Controller

Dewangan Deepika, M. Alka, B. Surekha
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Abstract

The purpose of this paper is to illustrate the dynamical response of speed using the design of a Fuzzy Logic Controller (FLC) to regulate the motor speed, while the load changes. Induction motor power control has become popular in recent years in high-performance drive systems. It is due to its amazing qualities, such as high-performance, a high energy factor, and significant toughness. The overall performance of the controller is estimated using MATLAB or Simulink software and a common Proportional Integral (PI) management technique. This work discusses the design and construction of a voltage supply inverter-based Space Vector Pulse Width Modulation (SVPWM) system for regulating the speed of an induction motor. This observation also incorporates a fuzzy controller into the SVPWM to maintain the motor speed constant even when the load varies. FLC is used to alter the pulse width of the Pulse Width Modulation (PWM) converter, which controls the motor pace. This paper describes the application of a rule-based Mamdani type FLC to a closed loop induction motor model.
用模糊逻辑和PI控制器控制异步电动机的转速
本文的目的是利用模糊逻辑控制器(FLC)的设计来说明速度的动态响应,随着负载的变化来调节电机的速度。近年来,感应电机的功率控制在高性能驱动系统中得到了广泛应用。这是由于其惊人的品质,如高性能,高能量因素,和显著的韧性。使用MATLAB或Simulink软件和常用的比例积分(PI)管理技术对控制器的整体性能进行估计。本文讨论了一种基于电压逆变器的空间矢量脉宽调制(SVPWM)系统的设计和构造,用于调节感应电机的速度。这种观察还将模糊控制器纳入SVPWM,即使在负载变化时也能保持电机速度恒定。FLC用于改变脉冲宽度调制(PWM)转换器的脉冲宽度,从而控制电机的步进。本文介绍了基于规则的Mamdani型FLC在异步电动机闭环模型中的应用。
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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