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Comparative analysis of speed control of BLDC motor using PI, simple FLC and Fuzzy - PI controller

机译:使用PI,简单FLC和模糊PI控制器对BLDC电动机速度控制的比较分析

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This paper presents the comparative analysis between the speed control of electronically commuted Brushless DC motor (BLDC) using conventional controllers like Proportional Integrative (PI) controllers, Simple Fuzzy Logic Controller (FLC) and Hybrid Fuzzy - PI controller with the help of MATLAB / SIMULINK. The conventional PI controllers are the most useful controller in industries until now. But it gives the poor performance under various operating conditions and for non-linear mode as compared to FL controller. The simples FLC is easy to develop but it sometimes cannot use in motor application and also needs automatic tuning. It takes more time and memory space while running on real time application. So to overcome this problem, Hybrid Fuzzy - PI controller is proposed. In the proposed system Fuzzy controller is tuned with conventional PI controller by using only 21 Mamdani linguistic rules. The proposed system improve the performance of motor and other operating condition such as rise time, settling time, percentage of overshoot and stability phenomenon etc. The response of the system can be observed from the above controllers with the help of MATLAB / SIMULINK.
机译:本文在Matlab / Simulink的帮助下,使用比例集成(PI)控制器,简单的模糊逻辑控制器(FLC)和混合模糊PI控制器等传统控制器,借助于Matlab / Simulink的速度控制。传统的PI控制器是行业中最有用的控制器到目前为止。但它在与FL控制器相比,在各种操作条件和非线性模式下提供了差的性能。 Simple FLC易于发展,但它有时不能在电机应用中使用,并且还需要自动调谐。在实时应用程序运行时需要更多的时间和内存空间。所以要克服这个问题,提出了混合模糊PI控制器。在所提出的系统模糊控制器中,通过仅使用21 Mamdani语言规则与传统PI控制器调谐。所提出的系统改善了电动机的性能和其他操作条件,如上升时间,稳定时间,过冲的百分比,稳定性现象等。可以在Matlab / Simulink的帮助下从上述控制器中观察系统的响应。

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