DocumentCode
3731993
Title
Application of Electronic Nose Technology in the Detection of Wheat Quality
Author
Wenjing Lu;Wanjun Yu;Chao Gan;Quan Liu;Jinxiao Li
Author_Institution
Shanghai Inst. of Technol. &
fYear
2015
Firstpage
133
Lastpage
136
Abstract
In this paper, an electronic nose system was designed to detect wheat qualitative change quickly, this system mainly includes three parts: sampling system, data collection, signal processing and analysis. By detecting gas species released by the wheat in storage, the system can determine whether the has wheat qualitative changed, and the level of wheat qualitative change can be discriminated by the gas concentration. After using PCA and improved BP algorithm to experimental data processing, the experimental results shows that the system can rapidly and accurately detect wheat qualitative change and the degree of that. Finally, The author made a prospect on the application of electronic nose technology in wheat detection.
Keywords
"Electronic noses","Principal component analysis","Arrays","Biological neural networks","Pattern recognition","Nose"
Publisher
ieee
Conference_Titel
Intelligent Transportation, Big Data and Smart City (ICITBS), 2015 International Conference on
Type
conf
DOI
10.1109/ICITBS.2015.39
Filename
7383985
Link To Document