Real-Time Crash Identification using Connected Electric Vehicle Operation Data.

Official code for the following paper:

Zhu, Meixin, Hao Frank Yang, Chenxi Liu, Ziyuan Pu, and Yinhai Wang. "Real-time crash identification using connected electric vehicle operation data." Accident Analysis & Prevention 173 (2022): 106708.

Run the Code

• Download raw data from https://www.datafountain.cn/competitions/500/datasets and put the data under raw_data. For example, the path would be like this: raw_data/train/1.csv.

• Install pickages based on code/requirements.txt.

• Run code: cd code python mian.py

Cite

@article{zhu2022real,
  title={Real-time crash identification using connected electric vehicle operation data},
  author={Zhu, Meixin and Yang, Hao Frank and Liu, Chenxi and Pu, Ziyuan and Wang, Yinhai},
  journal={Accident Analysis \& Prevention},
  volume={173},
  pages={106708},
  year={2022},
  publisher={Elsevier}
}

Contact

[email protected]