Adaptive Control of DC-DC Converter Based on Hybrid Fuzzy PID Controller

被引:0
|
作者
Minh-Duc Pham [1 ]
Lee, Hong-Hee [1 ]
机构
[1] Univ Ulsan, Sch Elect Engn, Ulsan 680749, South Korea
来源
INTELLIGENT COMPUTING METHODOLOGIES, ICIC 2017, PT III | 2017年 / 10363卷
基金
新加坡国家研究基金会;
关键词
DC-DC converter; Fuzzy logic controller (FLC); Proportional-integral-derivative (PID); Fuzzy based PID controller (FPIDC);
D O I
10.1007/978-3-319-63315-2_22
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
DC-DC converter is widely used in industrial applications with the aid of proportional-integral-derivative (PID) controller. The PID controller is commonly used because of its simple, efficiency and small steady state error. However, DC-DC converter is mainly nonlinear system due to its inherent switching operation, which makes the PID parameters very difficult to be found. In this paper, an intelligent PID controller based on a hybrid combination with the fuzzy logic controller (FLC) is proposed to control DC-DC converter. The proposed fuzzy based PID controller (FPIDC) is a close-loop control of the nonlinear PID parameters by measuring output voltage of the DC-DC converter, and it is designed effectively to reduce computation burden. By tuning the PID parameters continuously according to the load condition, the performance of the DC-DC converter is improved much better. The comparison between the proposed and conventional PID control method are investigated under various operating conditions. Simulation results and model analysis are carried in MATLAB/SIMULINK to prove the effectiveness of the proposed FPIDC method.
引用
收藏
页码:253 / 263
页数:11
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