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Identifiability of parameters-a necessary prerequisite for parametric model identification of nonlinear mechanical systems

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成果类型:
会议论文
作者:
Zhang Jia-Fan*;Liu Xiang
通讯作者:
Zhang Jia-Fan
作者机构:
[Zhang Jia-Fan; Liu Xiang] Wuhan Polytech Univ, Dept Mech Engn, Wuhan 430023, Peoples R China.
通讯机构:
[Zhang Jia-Fan] W
Wuhan Polytech Univ, Dept Mech Engn, Wuhan 430023, Peoples R China.
语种:
英文
关键词:
Parameter identifiability;Parameter identification;Nonlinear mechanical system;Mathematical model;Numerical approach
期刊:
2010 SECOND ETP/IITA WORLD CONGRESS IN APPLIED COMPUTING, COMPUTER SCIENCE, AND COMPUTER ENGINEERING
年:
2010
页码:
145-148
会议名称:
2nd ETP/IITA World Congress in Applied Computing, Computer Science, and Computer Engineering
会议时间:
APR 17-18, 2010
会议地点:
Shenzhen, PEOPLES R CHINA
会议主办单位:
[Zhang Jia-Fan;Liu Xiang] Wuhan Polytech Univ, Dept Mech Engn, Wuhan 430023, Peoples R China.
会议赞助商:
Intelligent Informat Technol Applicat Res Assoc, Engn Technol Press
主编:
Tan, H
出版地:
ROOM 2202, PING CHUN HOUSE PING TIN ESTATE, LAM TIN, KOWLOON, HONG KONG, 00000, PEOPLES R CHINA
出版者:
ETP-ENGINEERING TECHNOLOGY PRESS
ISBN:
978-988-18242-2-6
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
Model parameters are identifiable if there exists a unique relationship between its input-output behaviour and the parameter values. The concept and approaches of analyzing the identifiability of parameters in mathematical models of nonlinear mechanical systems are presented in this paper. Since a global identifiability test using the analytical approach is intractable for even the simplest models, some numerical approaches to the local identifiability test are developed. It is proposed via the case study that one had better check the local identifiability of the model at the identified parame...

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