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Research on risky driving behavior evaluation model based on CIDAS real data

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成果类型:
期刊论文
作者:
Hu, Lin;Bao, Xingqian;Lin, Miao;Yu, Chao;Wang, Fang
通讯作者:
Fang Wang
作者机构:
[Hu, Lin; Bao, Xingqian; Wang, Fang] Changsha Univ Sci & Technol, Sch Automot & Mech Engn, 960 Wanjiali Rd, Changsha 410114, Peoples R China.
[Hu, Lin; Wang, Fang] Changsha Univ Sci & Technol, Hunan Prov Key Lab Safety Design & Reliabil Techn, Changsha, Peoples R China.
[Lin, Miao] China Automobile Technol Res Ctr Co Ltd, Tianjin, Peoples R China.
[Yu, Chao] Xiamen Univ Technol, Sch Mech & Automot Engn, Xiamen, Peoples R China.
通讯机构:
[Fang Wang] S
School of Automotive and Mechanical Engineering, Changsha University of Science and Technology, Changsha, China<&wdkj&>Hunan Province Key Laboratory of Safety Design and Reliability Technology for Engineering Vehicle, Changsha University of Science and Technology, Changsha, China
语种:
英文
关键词:
Dangerous driving behavior;cause of accident;individual characteristics of the driver;real-world traffic accident data;evaluation model
期刊:
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING
ISSN:
0954-4070
年:
2021
卷:
235
期:
8
页码:
2176-2187
基金类别:
Hunan Province Natural Science Outstanding Youth Fund [2019JJ20017]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [51875049]; Hunan Key Research and Development Program, China [2020SK2099]; Changsha Science and Technology Project [KQ1801055]
机构署名:
本校为第一机构
院系归属:
汽车与机械工程学院
摘要:
This paper constructs an evaluation system that reflects dangerous driving behavior. The evaluation system has a three-layer structure model of "Evaluation Index-Performance Mode-Driving behavior score." Verification of the feasibility of the model based on the relationship between the driver and the cause of the accident based on behavioral characteristics. First, the driving return survey data and accident form information of the real traffic accident cases of China In-Depth Accident Study (CIDAS) database are counted, and the character variables are converted into digital variables. Then, a...

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