差分进化算法在数字PID参数整定中的应用
孟亚男1* ,冯兼2
1.吉林化工学院 信息与控制工程学院 吉林 吉林,132022
Application of Differential Evolution Algorithm in Digital PID Parameter Tuning
MENG Yanan1* ,FENG Jian2
摘要
针对数字PID控制器参数整定,本文介绍了一种基于差分进化算法整定PID参数的方法,并在MATLAB环境中编写M脚本文件进行计算机仿真实验。结果表明,使用该方法对控制器参数优化整定后,系统响应速度更快,达到稳态的时间更短,参数的整定速度和准确度得到了明显改善。
关键词:
PID控制
差分进算法
参数整定
MATLAB仿真实验
Abstract:
Aiming at the parameter tuning of digital PID controller, this paper introduces a method of tuning PID parameters based on differential evolution algorithm, and writes M script file in MATLAB environment for computer simulation experiment. The results show that after the controller parameters are optimized and tuned by this method, the system response speed is faster, the time to reach steady state is shorter, and the parameter tuning speed and accuracy have been significantly improved.
Key words:
PID control
differential progression algorithm
parameter tuning
MATLAB experiment
出版日期: 2020-05-25
发布日期: 2020-05-25
整期出版日期: 2020-05-25
[1]
WANG Ya-hong, JIA Ying-chao. Optimization for Soxhlet Extraction of Total Flavonoids from Eggplant Root by Using Response Surface Methodology [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 1
-6
.
[2]
PAN Hong-wei, ZHOU Hong-li. Research Progress on Extraction Technology and Component Analysis of Volatile Flavor Compounds in Plants [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 7
-10
.
[3]
SONG Qi, LIU Peng, CHEN X, LIU Tong. Mechanical Structure Design of the Chocolate 3D Printer [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 23
-26
.
[4]
ZHOU Zhen-qiang, WANG Kai-bao, CHEN Yu-tian, HAN Ji, HOU Dai-bing, GUO Wen-qi. Analysis of the Design and Dynamic Characteristics of Recyclable Garbage Crushing Device [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 31
-35
.
[5]
ZHU Qi-rui, ZHANG Yu-feng, LI Yang-xin, WU Dong-jun, BI Shuai-nan, ZHOU Rui-jie, YOU Sai-sai. The Structural Design and Parameter Analysis of the Chair Structure of Quadriplegia of Cerebral Palsy [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 40
-44
.
[6]
ZHANG Yun-peng. Preparation and Characterization of Er 3+ , Y 3+ , Yb 3+ Co-doped Al 2 O 3 Luminescence Materials [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 58
-63
.
[7]
MI Ya-wei. Proof of the Manifold of n Manifold [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 64
-66
.
[8]
XU You-zhuan, ZHOU Hou-qing. The Lower Bounds of Energy for Some Circulant Graph [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 67
-72
.
[9]
SUN Jing-yang. Selection and Application of DC LED Driver [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(3): 73
-77
.
[10]
FU Xiu-wei, FU Li. SimPowerSystem Simulation Platform Application in Open Laboratory [J]. Journal of Jilin Institute of Chemical Technology, 2018, 35(1): 28
-32
.
Viewed
Full text
Abstract
Cited
Shared
Discussed