Generalized Predictive Control Algorithm Applied to Thermal Power Units Based on PID Neural Network

被引：2
|
作者：
Du, Chunyan [1 ]
Ling, Hujun [1 ]
机构：
[1] Inner Mongolia Univ Technol, Coll Informat Engn, Hohhot, Peoples R China
来源：
2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 3 | 2010年
关键词：
pid neural network; generalized predictive control; thermal power unit;
D O I：
10.1109/ICACC.2010.5486737
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Large-scale Generating Unit in heat power is a system which is complex nonlinear, multivariable, time-variant with long-time delay and difficult to establish accurate model, and etc. So it is hard to make system gain optimum running effect with conventional control strategy. A PID network which has dynamic character is used to identify the coordinated control system for establishing a predictive model of generalized predictive control strategy. The Generalized predictive control strategy has some beneficial characteristics such as wide application and strong robustness. It achieves predictive control with online rolling optimization and real time feedback revision. The results of the emulation show the availability of it.
引用
收藏
页码：38 / 42
页数：5
相关论文
共 50 条
  • [1] An Improved Generalized Predictive Control Algorithm Based on PID
    Guo, Wei
    Wang, Wei
    Qiu, Xiaohui
    International Conference on Intelligent Computation Technology and Automation, Vol 1, Proceedings, 2008, : 299 - 303
  • [2] Parameter optimization algorithm of generalized predictive control based on neural network
    Zhang, Ping
    Wang, You-hua
    Qu, Bao-cun
    Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 818 - 822
  • [3] Air fuel ratio control based on neural network generalized predictive PID controller
    Hou, Zhixiang
    Wu, Yihu
    Journal of Information and Computational Science, 2007, 4 (03): : 975 - 985
  • [4] Generalized predictive control algorithm for nonlinear systems based on artificial neural network
    Department of Automatic Control, The Naval Aeronautical Engineering Institute, Yantai 264001, China
    Kongzhi yu Juece Control Decis, 2006, 12 (1365-1368+1373):
  • [5] Study of generalized predictive control scheme and algorithm based on artificial neural network
    Zhou, Li
    Qu, Dongcai
    2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 1208 - 1212
  • [6] PID gradient algorithm for neural network based generalized nonlinear PID controller
    Tan, Yonghong
    Dang, Xuanju
    Achiel, R.
    Van Cauwenberghe, Achiel R.
    Mehrdad Saif
    Kongzhi Lilun Yu Yinyong/Control Theory and Applications, 2000, 17 (06): : 861 - 867
  • [7] An improved PID generalized predictive control algorithm
    Chen, Guang-Yi
    Ren, Ping
    Pei, Hai-Long
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 1877 - +
  • [8] Neural network predictive control applied power system stability
    Ball, S
    INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2003, : 43 - 51
  • [9] PID neural network based predictive fuzzy control research
    Lv, Jin
    Guo, Chen
    Yuan Shi-chun
    PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 947 - 951
  • [10] A strategy of generalized predictive control based on neural network
    Sun, HR
    Li, P
    Zhou, LH
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 483 - 487
12345