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
  • [41] Real-time temperature field reconstruction of boiler drum based on fuzzy adaptive Kalman filter and order reduction
    Wang, Xudong
    Wang, Guangjun
    Chen, Hong
    Zhang, Lihui
    INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2017, 113 : 145 - 153
  • [42] Fuzzy Algorithm Control Effectiveness on Drum Boiler Simulated Dynamics
    Pelusi, Danilo
    Vazquez, Luis
    Diaz, David
    Mascella, Raffaele
    2013 36TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2013, : 272 - 276
  • [43] Design of Intelligent PID Controller Based on Adaptive Genetic Algorithm and Implementation of FPGA
    Qu, Liguo
    Huang, Yourui
    Ling, Liuyi
    ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT 2, PROCEEDINGS, 2008, 5264 : 542 - 551
  • [44] Genetic adaptive control for drum level of a power plant boiler
    Huang, Yonghong
    Li, Nianping
    Shi, Yangchun
    Yi, Yixun
    2006 IMACS: MULTICONFERENCE ON COMPUTATIONAL ENGINEERING IN SYSTEMS APPLICATIONS, VOLS 1 AND 2, 2006, : 1965 - +
  • [45] Fuzzy system tuned PI controller for a benchmark drum-boiler model
    Cheung, Kai-Pong
    Wang, Li-Xin
    Proceedings of the IEEE Conference on Decision and Control, 1998, 3 : 3171 - 3176
  • [46] Fuzzy system tuned PI controller for a benchmark drum-boiler model
    Cheung, KP
    Wang, LX
    PROCEEDINGS OF THE 37TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1998, : 3171 - 3176
  • [47] A genetic algorithm for the design of a fuzzy controller for active queue management
    Di Fatta, G
    Hoffmann, F
    Lo Re, G
    Urso, A
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2003, 33 (03): : 313 - 324
  • [48] Design of fuzzy damping controller of UPFC through genetic algorithm
    Mok, TK
    Ni, YX
    Wu, FF
    2000 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-4, 2000, : 1889 - 1894
  • [49] Grey fuzzy sliding mode controller design with genetic algorithm
    Kung, CC
    Chen, CC
    PROCEEDINGS OF THE 36TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 1997, : 2748 - 2753
  • [50] Optimizing parameters of fuzzy controller based on genetic algorithm
    Liu, Chao-Ying
    Wang, Hui-Fang
    Song, Xue-Ling
    Song, Zhe-Ying
    Li, Kai
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 413 - 418
12345