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
  • [21] Optimization Design Based on Improved Ant Colony Algorithm for PID Parameters of BP Neural Network
    Zhao, Yan
    Xiao, Zhongjun
    Kang, Jiayu
    2010 2ND INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (CAR 2010), VOL 3, 2010, : 5 - 8
  • [22] Ant Colony Optimization Tuning PID Algorithm for Precision Control of Functional Electrical Stimulation
    Qiu, Shuang
    Xu, Rui
    Zhai, Tianchen
    Fu, Anshuang
    Xu, Qiang
    Qi, Hongzhi
    Zhou, Peng
    Zhang, Lixin
    Wan, Baikun
    Wang, Weijie
    Abboud, Rami
    Ming, Dong
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58
  • [23] 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
  • [24] The optimization for PID controller parameters based on Genetic Algorithm
    Niu Xiang-jie
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 4102 - 4105
  • [25] Tuning Fuzzy PID Controllers using Ant Colony Optimization
    Boubertakh, Hamid
    Tadjine, Mohamed
    Glorennec, Pierre-Yves
    Labiod, Salim
    MED: 2009 17TH MEDITERRANEAN CONFERENCE ON CONTROL & AUTOMATION, VOLS 1-3, 2009, : 13 - 18
  • [26] An efficient algorithm to tuning PI-controller parameters for shunt active power filter using ant colony optimization
    Berbaoui, Brahim
    Benachaiba, Chellali
    Rahli, Mustapha
    Tedjini, Hamza
    PRZEGLAD ELEKTROTECHNICZNY, 2011, 87 (06): : 140 - 145
  • [27] Parameters Optimization in SVM Based-on Ant Colony Optimization Algorithm
    Liu, Xiangying
    Jiang, Huiyan
    Tang, Fengzhen
    NANOTECHNOLOGY AND COMPUTER ENGINEERING, 2010, 121-122 : 470 - +
  • [28] Parameters' Identification of Vessel Based on Ant Colony Optimization Algorithm
    Zhao, Chen
    Li, Xiaojian
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [29] 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
  • [30] Modified ant colony optimization based PID controller design for coupled tank system
    Chauhan, Sumika
    Singh, Bhawana
    Singh, Manmohan
    ENGINEERING RESEARCH EXPRESS, 2021, 3 (04):
12345