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Design of experiment in analyzing uncertainty of simulation results in accident reconstruction

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成果类型:
期刊论文
作者:
Zou, Tiefang*;Li, Hua;Wu, Hequan;Hu, Lin;Cai, Ming
通讯作者:
Zou, Tiefang
作者机构:
[Li, Hua; Hu, Lin; Wu, Hequan; Zou, Tiefang] Changsha Univ Sci & Technol, Sch Automobile & Mech Engn, Wanjiali Nanlu 960, Changsha 410004, Hunan, Peoples R China.
[Li, Hua; Hu, Lin; Wu, Hequan; Zou, Tiefang] Key Lab Safety Design & Reliabil Technol Engn Veh, Changsha, Hunan, Peoples R China.
[Cai, Ming] Sun Yat Sen Univ, Sch Engn, Guangzhou, Guangdong, Peoples R China.
通讯机构:
[Zou, Tiefang] C
Changsha Univ Sci & Technol, Sch Automobile & Mech Engn, Wanjiali Nanlu 960, Changsha 410004, Hunan, Peoples R China.
语种:
英文
关键词:
Accident simulation;Latin hypercube sampling design;orthogonal design;uncertainty analysis;uniform design
期刊:
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING
ISSN:
0954-4070
年:
2019
卷:
233
期:
4
页码:
836-850
基金类别:
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the National Natural Science Foundation of China (51775056), the Science and Technology Planning Project of Guangdong Province (2015B010110005), and the Project of Hunan Province Key Laboratory of Safety Design and Reliability Technology for Engineering Vehicles (KF1605).
机构署名:
本校为第一且通讯机构
院系归属:
汽车与机械工程学院
摘要:
In order to obtain a more accurate interval of an accident reconstruction result, two modified experiment design methods were proposed. The first is based on the orthogonal design (OD) and it is named as the orthogonal-based design (OBD), while the other is based on the uniform design (UD) and it is named as the multi-response surface-uniform design (MUD). Furthermore, some conclusions are given according to seven numerical cases: results obtained from the Latin hypercube sampling design (LHS) are the worst, while those obtained from the UD are the last but one, and all are worse than the resu...

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