• DocumentCode
    524920
  • Title

    Application of ANFIS for modelling and simulation of the greenhouse environment

  • Author

    Qiuying, Zou ; Jianwei, Ji ; Qingji, Li ; Rui, Huang

  • Author_Institution
    Coll. of Inf. & Electr. Eng., Shenyang Agric. Univ., Shenyang, China
  • Volume
    1
  • fYear
    2010
  • fDate
    30-31 May 2010
  • Firstpage
    29
  • Lastpage
    32
  • Abstract
    In order to achieve favorable greenhouse environmental conditions for plant growth, modeling and simulation of greenhouse environments is very essential. In this paper, a flexile tool which called ANFIS is used to model the greenhouse climate in the North of China. A set of published data was used to train and test this model. The values predicted by the ANFIS model were compared with the measured data. The accuracy of the model is checked using several statistical and graphical criterions. The presented method in this paper is a new approach in estimating environmental factors and faster and simpler solutions can be obtained.
  • Keywords
    Agricultural engineering; Educational institutions; Environmental factors; Equations; Fuzzy logic; Fuzzy systems; Mechatronics; Predictive models; Solar radiation; System identification; ANFIS; greenhouse climate; model; predict;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Mechatronics and Automation (ICIMA), 2010 2nd International Conference on
  • Conference_Location
    Wuhan, China
  • Print_ISBN
    978-1-4244-7653-4
  • Type

    conf

  • DOI
    10.1109/ICINDMA.2010.5538108
  • Filename
    5538108