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Comparison between Performance of Conventional. Fuzzy and Fractional Order PID Controllers in Practical Speed Control of Induction Motor

机译:常规性能之间的比较。电动机实用速度控制模糊和分数阶PID控制器

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In this paper, the aim is to practically implement the three-phase motor speed control in three ways: conventional PID, supervisory fuzzy PID and fractional order PID control. The fuzzy system is designed in such a way to change the PID coefficients in order to generate a proper control signal. The output of controllers enters the frequency inverter. Using constant V/f control, the three phase voltage is generated and then applied to the motor. In this study, first the simulation test has been performed. The results showed that the speed of motor was properly controlled while the current and flux of motor stayed in their nominal range. Then, the practical test has been done in which a frequency inverter, data acquisition card, tachogenerator and computer were used. The results showed that the diagram of speed in both simulation and practical tests were the same and controllers were able to keep the speed of motor in the reference speed. According to the experiment result, in the presence of environmental noises, conventional PID cannot regulate the speed of motor properly in compared with two others. FOPID can better and more rapidly stabilize the speed of motor than fuzzy PID.
机译:在本文中,目的是以三种方式实际上实施三相电机速度控制:传统的PID,监控模糊PID和分数阶PID控制。模糊系统以这样的方式设计以改变PID系数以产生适当的控制信号。控制器的输出进入变频器。使用恒定V / F控制,产生三相电压,然后施加到电机上。在本研究中,首先进行了模拟测试。结果表明,电动机的速度被适当地控制,而电机的电流和通量保持在其标称范围内。然后,已经完成了实际测试,其中使用了频率逆变器,数据采集卡,然后升降机和计算机。结果表明,仿真和实际测试的速度相同,控制器能够以参考速度保持电动机的速度。根据实验结果,在环境噪声的存在下,与另外两个相比,传统的PID不能正确调节电机的速度。 FOPID可以更好,更快地稳定电机的速度而不是模糊PID。

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