DocumentCode
2568291
Title
Plant’s physiological process model by soft computing technology
Author
Deng, Lujuan ; Wang, Huaishan
Author_Institution
Dept. of Comput. & Commun. Eng., Zhengzhou Inst. of light Ind., Zhengzhou
fYear
2008
fDate
2-4 July 2008
Firstpage
4270
Lastpage
4274
Abstract
The one direction of agricultural modernization is rigorous control environment of plants growth. It is a good idea to control greenhouse environment basing on the plantpsilas physiological responses. But the usable plant growth model is scarce and difficult to attain. A MI-SO soft computing model is developed that could predict total photosynthesis of cucumber canopy depending on the temperature, the light intensity, the carbon dioxide concentration, and the area and configuration of leaf. The simulation result of the model is inspirer and accord with the rules of crop growth and the knowledge of agricultural expert. The output of the soft computing model is compared with the experiment data from experimentation greenhouse in Shanghai Agricultural Science Academe. The result is exciting and gives an r2 value of 0.943. So designed the soft computing model is logical and usable.
Keywords
agriculture; greenhouses; MI-SO soft computing model; agricultural modernization; carbon dioxide concentration; cucumber canopy; greenhouse environment; leaf configuration; light intensity; photosynthesis; physiological process model; plant growth model; rigorous control environment; temperature; Agricultural engineering; Communication industry; Communication system control; Computer industry; Construction industry; Crops; Electronic mail; Industrial control; Lighting control; Mathematical model; crop layer; environment control; greenhouse; optimization; photosynthesis; soft computing model;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-1733-9
Electronic_ISBN
978-1-4244-1734-6
Type
conf
DOI
10.1109/CCDC.2008.4598135
Filename
4598135
Link To Document