GA-BASED FUZZY LOGIC CONTROLLER WITH BOOSTER TYPE DC-DC CONVERTER

Ömür Akyazı
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引用次数: 1

Abstract

In this study, a booster–type DC-DC converter is designed by Matlab/Simulink Environment and an output voltage control has been analyzed for different load conditions. The designed DC-DC converter is controlled for different scenarios such as variable input-constant output voltage and constant input-variable output voltage references. The converter controller performance is observed with using classical Proportional+Integral (PI) controller and Fuzzy Logic Controller (FLC). On the other hand, the controller parameters are determined by employing Genetic Algorithm (GA) according to Integral of the Time weighted Absolute Error (ITAE) to improve the controller performance. Thus, more efficient and intelligent controllers are obtained for the DC-DC converter system. The system simulation is realized by the Matlab/Simulink and results are compared with each other.
带有升压式dc-dc变换器的基于ga的模糊控制器
本文利用Matlab/Simulink环境设计了升压型DC-DC变换器,并对不同负载条件下的输出电压控制进行了分析。所设计的DC-DC变换器针对变输入-恒输出电压和恒输入-变输出电压参考等不同场景进行控制。采用经典的比例+积分(PI)控制器和模糊逻辑控制器(FLC)对变换器控制器的性能进行了观察。另一方面,采用基于时间加权绝对误差(ITAE)积分的遗传算法(GA)确定控制器参数,提高控制器的性能。从而为DC-DC变换器系统提供了更高效、更智能的控制器。利用Matlab/Simulink实现了系统仿真,并对仿真结果进行了对比。
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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