The Design of Greenhouse Environment Control System Based on Variable Universe Fuzzy Control Algorithm

被引：0
|
作者：
He, Haiyan [1 ]
Xue, Heru [1 ]
机构：
[1] Inner Mongolia Agr Univ, Coll Comp & Informat Engn, Hohhot, Inner Mongolia, Peoples R China
来源：
COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE V, PT I | 2012年 / 368卷
关键词：
fuzzy control; variable universe; greenhouse environment control; expert system; BP neural network;
D O I：
暂无
中图分类号：
S [农业科学];
学科分类号：
09 ;
摘要：
Greenhouse environment has the characteristics such as multiple-input, multiple-output, nonlinearity, and difficulties of establishing its accurate mathematical model. Therefore, in order to make the greenhouse environment control more effective and accurate, an expert system of variable universe fuzzy control based on BP neural network has been proposed. In this method an appropriate universe is selected according to the error and the changing rate of error to overcome the effect for greenhouse control when the error is too large or too small. The paper introduces the design of greenhouse environment control system based on' variable universe fuzzy control in details, and presents the main control parameters.
引用
收藏
页码：72 / 78
页数：7
相关论文
共 50 条
  • [31] Fuzzy Adaptive Control of Airborne Electro-optical Tracking Systems Based on Variable Universe
    Gao Song
    Xu Xiaoxia
    Xiao Qinkun
    Pan Quan
    MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8, 2012, 383-390 : 5972 - +
  • [32] Research on FFU Power Supply Based on Variable Universe Adaptive Fuzzy Control
    Wang, Yiwang
    MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8, 2012, 383-390 : 170 - 174
  • [33] Adaptive Fuzzy Control based on Variable Universe and its Application to Humidity Control in Tobacco First Baking
    Che, Guolin
    Lai, Hua
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 4570 - 4573
  • [34] Researches on temperature control strategy of SMHS-type 3D printing based on variable universe fuzzy control
    Wu T.
    Tang Y.
    Fei D.
    Li Y.
    He W.
    1600, Fuji Technology Press (21): : 166 - 171
  • [35] Design of Greenhouse Control System Based on Edge Computing
    Han, Wenlong
    Feng, Ansong
    Xiao, Jinchao
    Zi, Shuangfei
    2021 IEEE 9TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND NETWORKS (ICICN 2021), 2021, : 560 - 565
  • [36] Variable Universe Fuzzy Control of High-Speed Elevator Horizontal Vibration Based on Firefly Algorithm and Backpropagation Fuzzy Neural Network
    Zhang, Hao
    Zhang, Ruijun
    He, Qin
    Liu, Lixin
    IEEE ACCESS, 2021, 9 : 57020 - 57032
  • [37] An Intelligent Control System of Greenhouse Environment Based on Wireless Network
    Luo, Hao
    Yang, Peiling
    Xu, Feipeng
    Li, Yunkai
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL VII, 2010, : 276 - 279
  • [38] Design and Experiment of Speed-following Variable Spray System Based on Fuzzy Control
    Wang R.
    Liu Y.
    Wang S.
    Li M.
    Sun W.
    Xue Z.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2022, 53 (06): : 110 - 117
  • [39] An Intelligent Control System of Greenhouse Environment Based on Wireless Network
    Luo, Hao
    Yang, Peiling
    Xu, Feipeng
    Li, Yunkai
    2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL II, 2011, : 275 - 278
  • [40] H∞ adaptive variable universe fuzzy control for autonomous vehicles
    Chen Lisong
    Wang Jiang
    Li Nuo
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 5, 2007, : 82 - +
12345