Design of clustering adaptive fuzzy controller of drum boiler superheat temperature based on genetic algorithm

被引：0
|
作者：
Li Xinbin [1 ]
Dou Chunxia [2 ]
Nian Xiaohong [2 ]
机构：
[1] Yanshan Univ, Inst Elect Engn, Qinhuangdao 066004, Peoples R China
[2] Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
来源：
PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 4 | 2007年
关键词：
fuzzy control; genetic algorithm; clustering algorithm; superheat temperature;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Based on the combination of clustering algorithm and fuzzy control, a kind of clustering adaptive fuzzy controller is designed and applied to the nonlinear big-lagged superheat temperature system of drum boiler. The subjection parameters of the fuzzy controller are optimized by improved genetic algorithm. The problem of nonlinear and time-delay for superheat temperature system is solved effectively. Simulation results show that the proposed project has satisfying control performance and further prospects for its engineering applications.
引用
收藏
页码：341 / +
页数：2
相关论文
共 50 条
  • [21] A design of nonlinear adaptive PID controller based on genetic algorithm
    Qi, Wei-Min
    Cai, Wei-You
    Ji, Qiao-ling
    Cheng, Yuan-Chu
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 842 - +
  • [22] Design of combination hybrid adaptive controller for water-supply system of drum boiler
    Dou, CX
    Wu, ZQ
    Zhang, SQ
    PHOTONIC DEVICES AND ALGORITHMS FOR COMPUTING IV, 2002, 4788 : 248 - 253
  • [23] Research of Adaptive Text Fuzzy Clustering Method Based on Genetic Algorithm
    Dai, Wenhua
    Jiao, Cuizhen
    He, Tingting
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 1270 - +
  • [24] Design and application of boiler controller based on fuzzy theory
    Li, ZY
    Pan, X
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 7491 - 7493
  • [25] Dual Parameter Control of Drum Boiler using Formula-Based Fuzzy Controller
    Arun, D. Sonar
    Rajan, H. Chile
    Kondekar, Vipul H.
    Pushpan, Roshan
    Thigale, Somnath B.
    Rane, Vivek
    Vibhute, Anup
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 2547 - 2557
  • [26] Knowledge-based adaptive fuzzy control of drum level in a boiler system
    VanLandingham, HF
    Tripathi, ND
    SOUTHCON/96 - CONFERENCE RECORD, 1996, : 454 - 459
  • [27] Passive fuzzy controller design for perturbed nonlinear drum-boiler system with multiplicative noise
    Ku, Cheung-Chieh
    Huang, Pei-Hwa
    Chang, Wen-Jer
    Journal of Marine Science and Technology, 2010, 18 (02): : 211 - 220
  • [28] Fuzzy Logic Controller Design Based on Genetic Algorithm for DC Motor
    Liu, Chun-juan
    Li, Bian-xia
    Yang, Xiao-xu
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 2662 - 2665
  • [29] Fuzzy-integration controller design of UAV based on genetic algorithm
    Tang, Sheng-Jing
    Song, Xiang
    Guo, Jie
    Ma, Yue-Yue
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2013, 33 (12): : 1274 - 1278
  • [30] PASSIVE FUZZY CONTROLLER DESIGN FOR PERTURBED NONLINEAR DRUM-BOILER SYSTEM WITH MULTIPLICATIVE NOISE
    Ku, Cheung-Chieh
    Huang, Pei-Hwa
    Chang, Wen-Jer
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2010, 18 (02): : 211 - 220
12345