Design of a single-input fuzzy PID controller based on genetic optimization scheme for DC-DC buck converter

Yubo Yuan, Changyuan Chang, Zhiqi Zhou, Xiaomin Huang, Yang Xu
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引用次数: 18

Abstract

A single-input fuzzy PID (SIF-PID) controller is proposed in this paper to improve the dynamic performance of dc-dc buck converter. The fuzzy logic adjusts the three parameters of PID controller adaptively by detecting the output voltage. Establishment of double-input rule table with Toeplitz structure is presented by analysising the system response curve. One-dimension rule vectors are derived based on the slope λ of the parallel diagonal lines in rule table to reduce the computational burden. The genetic algorithm is utilized to optimize the coefficient λ to guarantee the simplified rule vectors are equivalent to the original rule table in terms of control performance. Effectiveness of the proposed controller is validated by simulation results.
基于遗传优化的DC-DC降压变换器单输入模糊PID控制器设计
为了改善dc-dc降压变换器的动态性能,本文提出了一种单输入模糊PID控制器。模糊逻辑通过检测输出电压对PID控制器的三个参数进行自适应调整。通过对系统响应曲线的分析,提出了用Toeplitz结构建立双输入规则表的方法。根据规则表中平行对角线的斜率λ推导出一维规则向量,以减少计算量。利用遗传算法对系数λ进行优化,保证简化后的规则向量在控制性能上与原规则表等效。仿真结果验证了该控制器的有效性。
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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