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Comparative Study of PID and Fuzzy Controllers for Speed Control of DC Motor

机译:PID和模糊控制器在直流电动机速度控制中的比较研究

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this paper presents two efficient methods for speed control of a separately excited D.C motor using PID control and fuzzy logic control. The motor was modelled and converted to a subsystem in SIMULINK. The simulation development of the PID controller with the mathematical model of DC motor is done using Ziegler- Nichols method and trial and error method. The PID parameter is tested with MATLAB/SIMULINK program. (FLC) the fuzzy logic controller is designed according to fuzzy rules so that the systems are fundamentally robust. There are 25 fuzzy rules. The FLC has two inputs. One is the motor speed error between the reference and actual speed and the second is change in speed error (speed error derivative).For comparison purpose, PID and Fuzzy controllers have been tested using MATLAB/SIMULINK program for speed under load and no load conditions. The result shows that the Fuzzy controller is the best controller than PID controller. In addition fuzzy logic controller Demonstrates good performance, faster design and work well for high-order and nonlinear and shows the efficiency over the PID controller.
机译:本文提出了两种有效的方法,分别使用PID控制和模糊逻辑控制来对单独励磁的直流电动机进行速度控制。电机已建模并转换为SIMULINK中的子系统。使用Ziegler-Nichols方法和试错法对具有直流电动机数学模型的PID控制器进行仿真开发。 PID参数已通过MATLAB / SIMULINK程序进行了测试。 (FLC)模糊逻辑控制器是根据模糊规则设计的,因此系统从根本上来说是鲁棒的。有25条模糊规则。 FLC具有两个输入。第一个是参考速度与实际速度之间的电动机速度误差,第二个是速度误差的变化(速度误差导数)。为了进行比较,已使用MATLAB / SIMULINK程序对PID和Fuzzy控制器进行了测试,以测试有负载和无负载条件下的速度。结果表明,模糊控制器是最佳控制器,而不是PID控制器。此外,模糊逻辑控制器具有良好的性能,更快的设计,并且可以在高阶和非线性环境中正常工作,并且显示出超过PID控制器的效率。

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