Analysis of Car Travel Characteristics Based on Vehicle OBD Data

DOI

10.2991/iceep-18.2018.291How to use a DOI?

Keywords

traffic management; car travel characteristic; OBD data; user portrayal

Abstract

Car travel characteristics is one of the important factors affecting of the urban road network operation. To provide support for traffic refinement management and policy making, collecting car travel data and having in depth analysis of its travel behavior characteristics, is the key aspect in encouraging car travel behavior change and reducing the vehicle use intensity. Based on the travel data and track data collecting by the vehicle OBD data, car travel characteristics analysis method is put forward, and the quantitative indicators such as trip rate, travel frequency, travel distance can be get, and the travel index variation characteristics were analyzed under the different stages, different regions and different policy. Studying the travel rule by using the big data analysis method, on a deep level, traffic characteristics of user portrait, road network non-linear coefficient can be further obtained. The analysis results show that the intelligent driving data can better reflect the characteristics of the car travel behavior, and make quantitative evaluation of the implementation of the transport demand management policies.

Copyright

© 2018, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jianping Sun
AU  - Jifu Guo
AU  - Huimin Wen
AU  - Xiang Zhao
AU  - Fangshu Lei
PY  - 2018/09
DA  - 2018/09
TI  - Analysis of Car Travel Characteristics Based on Vehicle OBD Data
BT  - Proceedings of the 2018 7th International Conference on Energy and Environmental Protection (ICEEP 2018)
PB  - Atlantis Press
SP  - 1613
EP  - 1624
SN  - 2352-5401
UR  - https://doi.org/10.2991/iceep-18.2018.291
DO  - 10.2991/iceep-18.2018.291
ID  - Sun2018/09
ER  -