Optimal design of discrete-time fractional-order PID controller for idle speed control of an IC engine

被引:0
|
作者
Yang Y. [1 ]
Zhang H.H. [1 ]
Yu W. [2 ]
Tan L. [3 ]
机构
[1] School of Engineering Technology, Purdue University, 401 N. Grant Street, West Lafayette, 47907, IN
[2] College of Technology, Purdue University Northwest, 1401 S. US Hwy. 421, Westville, 46391, IN
[3] College of Engineering and Science, Purdue University Northwest, 2200 169th Street, Hammond, 46323, IN
关键词
Discrete-time FOPID; FOPDT; FOPID; Fractional-order PID; Genetic algorithm; ICE; Idle speed control; Internal combustion engine; ISC; Ziegler-Nichols rule;
D O I
10.1504/IJPT.2020.108412
中图分类号
学科分类号
摘要
This paper aims at proposing a discrete-time fractional-order PID (FOPID) controller, which can stabilise the variation of the idle speed of an internal combustion engine due to the occurrence of the external load disturbance. The nonlinear idle speed dynamics is linearised to be approximated by a first order plus dead time (FOPDT) model so that the FOPID controller can be initialised by a Ziegler-Nichols type tuning rule. The initialised FOPID controller can stabilise the linearised model, but it may lose its control capability in nonlinear idle speed dynamics. Therefore, an optimisation problem is solved through genetic algorithm (GA) to minimise a cost function within a small region around the FOPID's initial parameters. The optimal discrete-time FOPID controller are compared to a conventional discrete-time PID controller. The simulation study reveals that the optimal discrete-time FOPID controller secures an excellent control performance to the nonlinear idle speed model. Copyright © 2020 Inderscience Enterprises Ltd.
引用
收藏
页码:79 / 97
页数:18
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