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Author:

Wang, Shuai (Wang, Shuai.) | Wen, Jianghui (Wen, Jianghui.) | Li, Haijian (Li, Haijian.) | Rao, Congjun (Rao, Congjun.) | Zhao, Xiaohua (Zhao, Xiaohua.)

Indexed by:

EI Scopus SCIE

Abstract:

This paper proposes a novel fuzzy comprehensive evaluation model based on the 2-tuple linguistic model and grey target decision method (2TL-GTD) for evaluating the comprehensive application effect of the connected vehicle system. Since the evaluation indicator system of the research problem belongs to multi-source heterogeneous data, the original data is firstly converted into a unified 2-tuple form using linguistic 2-tuple model, which can avoid information distortion or loss. Second, the deviation maximization method is used to objectively determine the weight of each indicator. Then, the grey target decision-making method is used to deal with the uncertain information in the data and select the optimal solution according to the bullseye degree, which allows a comprehensive evaluation of the application effectiveness of the connected vehicle system. Taking the tunnel scenario as an example to verify the effectiveness of 2LT-GTD, it is found that in the tunnel scenario, the connected vehicle system can remind the driver to prepare in advance, effectively reducing traffic accidents and pollutant emissions. Based on the results, it can provide technical improvement directions for relevant technical departments to achieve the coordinated development of safe driving, efficient driving and ecological driving.

Keyword:

Grey target decision 2-Tuple linguistic model Multi-attribute decision making Connected vehicle system

Author Community:

  • [ 1 ] [Wang, Shuai]Wuhan Univ Technol, Sch Sci, Wuhan 430063, Peoples R China
  • [ 2 ] [Wen, Jianghui]Wuhan Univ Technol, Sch Sci, Wuhan 430063, Peoples R China
  • [ 3 ] [Rao, Congjun]Wuhan Univ Technol, Sch Sci, Wuhan 430063, Peoples R China
  • [ 4 ] [Wen, Jianghui]Wuhan Univ Technol, Intelligent Transport Syst Res Ctr, Wuhan 430063, Peoples R China
  • [ 5 ] [Li, Haijian]Beijing Univ Technol, Beijing Engn Res Ctr Urban Transport Operat Guara, Beijing 100124, Peoples R China
  • [ 6 ] [Zhao, Xiaohua]Beijing Univ Technol, Beijing Engn Res Ctr Urban Transport Operat Guara, Beijing 100124, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS

ISSN: 1562-2479

Year: 2022

Issue: 4

Volume: 24

Page: 1986-2004

4 . 3

JCR@2022

4 . 3 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:49

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

Affiliated Colleges:

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