Fruit fly optimization algorithm based fractional order fuzzy-PID controller for electronic throttle

被引:16
|
作者
Wang Sheng
Yan Bao
机构
[1] Changsha University,Department of Electronic and Communication
来源
Nonlinear Dynamics | 2013年 / 73卷
关键词
Intelligent control; Electronic throttle control; Fruit fly optimization algorithm; Fractional order fuzzy PID controller;
D O I
暂无
中图分类号
学科分类号
摘要
By adding an electronic throttle and a torque sensor to an engine, it is potentially possible to improve emissions and fuel economy while preserving the torque response of a conventional engine. To do so effectively, however, requires the use of proper control strategy for electronic throttle. In this paper, a kind of fractional order fuzzy PID controller is proposed and it is applied to an electronic throttle. An efficient way to tune fractional order fuzzy PID controller parameters is proposed using a fruit fly optimization algorithm (FOA), which treats the controller parameters tuning as an optimization problem with a proper fitness function. The obtained simulation results show the effective performance of the proposed method.
引用
收藏
页码:611 / 619
页数:8
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