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 :
بازگشت