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Measurement and prediction of stress-strain for extruded oilseed using neural networks under uniaxial cold pressing

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成果类型:
期刊论文、会议论文
作者:
Zheng, Xiao;Lin, Guoxiang;He, Dongping;Wang, Jingzhou
通讯作者:
Zheng, X
作者机构:
[Zheng, Xiao] Wuhan Polytech Univ, Dept Mech Engn, Wuhan 430023, Hubei Province, Peoples R China.
[He, Dongping] Wuhan Polytech Univ, Dept Food Sci & Engn, Wuhan 430023, Hubei Province, Peoples R China.
通讯机构:
[Zheng, X ]
Wuhan Polytech Univ, Dept Mech Engn, Wuhan 430023, Hubei Province, Peoples R China.
语种:
英文
关键词:
Cold pressing;Measurement;Neural networks;Oilseed;Prediction;Stress-strain
期刊:
IFIP Advances in Information and Communication Technology
ISSN:
1868-422X
年:
2008
卷:
258
页码:
19-28
会议名称:
1st International Conference on Computer and Computing Technologies in Agriculture (CCTA 2007)
会议论文集名称:
Computer and Computing Technologies in Agriculture——Proceedings of First IFIP TC 12 International Conference(CCTA2007)
会议时间:
AUG 18-20, 2007
会议地点:
Wuyishan, PEOPLES R CHINA
会议赞助商:
China Agr Univ, Chinese Soc Agr Engn, Beijing Soc Informat Technol Agr, IFIP TC 12;
主编:
Li, DL;
出版地:
233 SPRING STREET, NEW YORK, NY 10013, UNITED STATES
出版者:
SPRINGER
ISBN:
978-0-387-77250-9
基金类别:
Hubei Provincial Department of Education (P. R. China)
机构署名:
本校为第一且通讯机构
院系归属:
食品科学与工程学院
机械工程学院
摘要:
A visualization of testing apparatus was developed to measure property of oilseeds relevant to physical mechanics during mechanical pressing for oil extraction. Stress-strain relationships were measured for extruded peanut, soybean, sesame and linseed compressed at thirteen pressures under uniaxial cold pressing. The prediction model of the stress-strain relationship was developed based on BP neural network. Results indicated that the stress-strain relationships were nonlinear. Over 50% strains for extruded soybean, sesame and linseed occurred at stress below 20MPa. Over 60% strain for extrude...

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