Three Tank system Identification Based on Genetic Algorithm

被引:0
|
作者
Ahmed, Marwa Ben Haj [1 ]
Majdoub, Nesrine [1 ]
Ladhari, Taoufik [1 ]
M'Sahli, Faouzi [1 ]
机构
[1] Natl Engn Sch Monastir, Elect Dept, Ibn Eljazzar 5000, Monastir, Tunisia
关键词
Three tank system; system parameters; optimization; genetic algorithm;
D O I
10.1109/SSD49366.2020.9364117
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to determine an exact model of the three tank system, this paper presents an optimization method based on the genetic algorithm (GA). This method let us find the best parameters of this system while reducing the quadratic error between simulated and measured outputs.
引用
收藏
页码:979 / 984
页数:6
相关论文
共 50 条
  • [21] Parameter identification of automotive ESP hydraulic system based on genetic algorithm
    Zhang, Jiaxu
    Li, Jing
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2015, 46 (08): : 308 - 313
  • [22] Fuzzy system identification based on support vector regression and genetic algorithm
    Li, Wei
    Yang, Yupu
    Yang, Zhong
    Zhang, Changying
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2011, 12 (1-2) : 50 - 55
  • [23] Parameters Identification of Passive Force Control System Based on Genetic Algorithm
    Zhang Biao
    Dong Yanliang
    Zhao Keding
    Sun Fengying
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 3, 2008, : 230 - 233
  • [24] Nonlinear system modeling and identification of small helicopter based on genetic algorithm
    Yang, Fan
    Chen, Zongji
    Wei, Chen
    INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS, 2013, 6 (01) : 45 - 61
  • [25] Model parameter identification of excitation system based on a genetic algorithm techniques
    Abd-Alla, Ahmed N.
    Cheng, S. J.
    Wen, J. Y.
    Zhang, Jing
    2006 INTERNATIONAL CONFERENCE ON POWER SYSTEMS TECHNOLOGY: POWERCON, VOLS 1- 6, 2006, : 2238 - 2242
  • [26] Parameter identification of nonlinear excitation system based on improved genetic algorithm
    Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control, North China Electric Power University, Baoding 071003, China
    不详
    不详
    Dianli Zidonghua Shebei Electr. Power Autom. Equip., 2007, 7 (1-4):
  • [27] Real-coded Genetic Algorithm for system identification and tuning of a modified Model Reference Adaptive Controller for a hybrid tank system
    Mohideen, K. Asan
    Saravanakumar, G.
    Valarmathi, K.
    Devaraj, D.
    Radhakrishnan, T. K.
    APPLIED MATHEMATICAL MODELLING, 2013, 37 (06) : 3829 - 3847
  • [28] Roll stability model of tank truck based on genetic algorithm
    Li, Xian-Sheng
    Yu, Di
    Zhang, Jing-Hai
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2015, 28 (07): : 115 - 120
  • [29] Identification of ARMAX based on genetic algorithm
    He, SH
    Li, XY
    Zhong, J
    TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA, 2002, 12 (02) : 349 - 355
  • [30] Identification of ARMAX based on genetic algorithm
    贺尚红
    李旭宇
    钟掘
    Transactions of Nonferrous Metals Society of China, 2002, (02) : 349 - 355