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
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