The Main Steam Temperature Cascade PID Controller Parameters Tuning Optimization Based on Ant Colony Algorithm

被引:0
|
作者
Hu, Jiming [1 ]
Ji, Qingshan [1 ]
机构
[1] Zhejiang Ocean Univ, Coll Engn, Zhoushan 316004, Peoples R China
来源
MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2 | 2013年 / 239-240卷
关键词
Ant colony algorithm; PID parameter tuning; Cascade control; Main steam temperature;
D O I
10.4028/www.scientific.net/AMM.239-240.1442
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main steam temperature of the boiler adopted usually a cascade PID control. Traditional PM parameter engineering tuning method has a very high demand for the control personnel. And the control loop of inner and outer ring interacted. Adjusting wasted the time and labor, and the control effects were difficult to achieve the optimal. Adopting the ant colony algorithm can optimize Cascade PID controller parameters. A combination of multiple parameters was the ant colony's foraging path, and the moment integral of absolute error was the optimization objective function, through the simulation for an ant foraging process, the optimal combination of parameters was identified. The simulation results showed that the main steam temperature cascade PID controller based on ant colony algorithm has good control effect.
引用
收藏
页码:1442 / 1447
页数:6
相关论文
共 50 条
  • [1] Regulation of PID controller parameters based on ant colony optimization algorithm in bending control system
    Yu Yuzhen
    Ren Xinyi
    Deng Chunyan
    Yu Jingjing
    Li Shuzhen
    Shi Junjie
    MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION IV, PTS 1 AND 2, 2012, 128-129 : 205 - +
  • [2] New PID Parameters Tuning Method Based on Modified Ant Colony Algorithm
    He Can
    Xing Jianchun
    Yang Qiliang
    Wang Ronghao
    Wang Shuhuai
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 3845 - 3848
  • [3] An Improved Ant Colony Algorithm for PID Parameters Optimization
    Chen, Yibao
    Guo, Zhong
    Liu, Jiaguang
    ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL I, PROCEEDINGS, 2009, : 157 - 160
  • [4] Optimization of PID Parameters Based on Ant Colony Genetic Hybrid Algorithm
    Zhang, Gailian
    PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY (ICMMCT 2017), 2017, 126 : 1285 - 1292
  • [5] Research of PID Parameter Optimization Based-on Cultural Based Ant Colony Algorithm for Superheated Steam Temperature
    Xiao Benxian
    Xiao Jun
    Dong Xueping
    Tao Yunchao
    Lu Cheng
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 5171 - 5176
  • [6] Ant Colony Algorithm with Genetic Characteristic and Its Application in PID Parameters Optimization
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 5069 - 5074
  • [7] Optimization of PID Parameters Using Ant Colony Algorithm for Position Control of DC Motor
    Simsek, Enes Can
    Kose, Ali
    Sahin, Murat
    Irmak, Erdal
    2019 8TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA 2019), 2019, : 1047 - 1051
  • [8] Ant colony optimization-based adjusted PID parameters: a proposed method
    Wang, Long
    Luo, Yiqun
    Yan, Hongyan
    PEERJ COMPUTER SCIENCE, 2023, 9
  • [9] Investigation on the net cascade using Ant Colony optimization algorithm
    Ezazi, Farzaneh
    Mallah, Mohammad Hassan
    Sabet, Javad Karimi
    Norouzi, Ali
    Mahmoudian, Aadel
    PROGRESS IN NUCLEAR ENERGY, 2020, 119
  • [10] Superheated Steam Temperature Control based-on Cultural based Ant Colony Optimization Algorithm for Power Station Boiler
    Xiao Benxian
    Chen Rongbao
    Lu Cheng
    Li Yanhong
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 7965 - 7970