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Speed control of buck-converter driven DC motor using PD-type fuzzy logic controller

机译:使用PD型模糊逻辑控制器的降压变频器驱动直流电动机的速度控制

摘要

The purpose of this project is to control speed of buck converter driven DC motor using PD-type fuzzy logic controller. At the beginning, the simulation (MATLAB simulink) is started with buck converter driven DC motor modeling. In this project, PD-type fuzzy logic controller is designed based on the membership function and the rule base. Thus, the designed PD-type fuzzy logic is applied to the buck converter driven DC motor model. The objective of the simulation is to predict the system response of the buck converter driven DC motor with different membership function. For the first model of PD-type fuzzy logic controller, it will use 3 membership functions which are equal to 9 rule base. Then for the second simulation, it will use 5 membership functions which are equal to 25 rule base and the last model of controller use 7 membership function that are equal to 49 rules. Fuzzy logic controller that is capable of improving its performance in the control of a nonlinear system whose dynamics is unknown or uncertain. This direct learning fuzzy controller is able to improve its performance without having to identify a model of the plant.
机译:该项目的目的是使用PD型模糊逻辑控制器控制降压转换器驱动的直流电动机的速度。首先,以降压转换器驱动的直流电动机建模开始仿真(MATLAB simulink)。在该项目中,基于隶属度函数和规则库设计了PD型模糊逻辑控制器。因此,将设计的PD型模糊逻辑应用于降压转换器驱动的直流电动机模型。仿真的目的是预测具有不同隶属函数的降压转换器驱动的直流电动机的系统响应。对于PD型模糊逻辑控制器的第一个模型,它将使用3个隶属函数,它们等于9个规则库。然后,对于第二个模拟,它将使用5个隶属函数,它们等于25个规则库,而控制器的最后一个模型使用7个隶属函数,它们等于49个规则。模糊逻辑控制器,能够在动态未知或不确定的非线性系统的控制中提高其性能。这种直接学习模糊控制器能够提高其性能,而不必识别工厂的模型。

著录项

  • 作者

    Zakaria Abdul Rahman;

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  • 年度 2009
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  • 原文格式 PDF
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