Prioritizing Bus Routes for Electrification: GIS-Based Multi-Criteria Analysis Considering Operational, Environmental, and Social Benefits and Costs

被引:10
|
作者
Emami, Behnam Davazdah [1 ]
Song, Ying [2 ]
Khani, Alireza [1 ]
机构
[1] Univ Minnesota, Dept Civil Environm & Geoengn, Minneapolis, MN 55455 USA
[2] Univ Minnesota, Dept Geog Environm & Soc, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
public transportation; battery electric bus system; transit network electrification; GIS-AHP; TOPSIS; multi-criteria decision analysis; OPTIMIZATION MODEL; CHARGING STATIONS; INFRASTRUCTURE; HYBRID;
D O I
10.1177/03611981221082565
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Society today is enjoying an unprecedented level of human mobility but is also confronting environmental degradation resulting from fossil fuel consumption and greenhouse gas emissions. The electrification of bus transit systems is recognized as one of the practical solutions to mitigate air pollution and other externalities of increased mobility. However, the implementation of an e-bus system requires the purchase of e-buses and the development of charging infrastructure. To reduce costs and maximize benefits, it is crucial to develop an integrated strategy during the planning stage. This study applies a GIS-based multi-criteria decision analysis approach to determine the candidate bus routes to convert from diesel-powered to electric-driven. This framework appraises not only the characteristics of bus routes but also the possibility of deploying charging infrastructures in bus terminals. Fourteen common criteria are used to evaluate the main considerations of bus electrification, including economic, environmental, and social benefits and costs. The analytic hierarchy process and the technique of order preference similarity to the ideal solution are employed to determine the criteria weights and the route ranking, respectively. The bus network of Twin Cities, MN, U.S., is used as a study case to present the proposed approach. Sensitivity analysis is included to identify the overall top 10 bus routes. The result shows that this method can use widely available open data to select top candidate routes that meet multiple criteria.
引用
收藏
页码:10 / 23
页数:14
相关论文
共 50 条
  • [31] Groundwater Potential Mapping Using SWAT and GIS-Based Multi-Criteria Decision Analysis
    Bisrat Ayalew Yifru
    Dereje Birhanu Mitiku
    Mesfin Benti Tolera
    Sun Woo Chang
    Il-Moon Chung
    KSCE Journal of Civil Engineering, 2020, 24 : 2546 - 2559
  • [32] GIS-based Multi-criteria Analysis Method for Flood Risk Assessment under Urbanization
    Xiao, Yangfan
    Yi, Shanzhen
    Tang, Zhongqian
    2016 24TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS (GEOINFORMATICS), 2016,
  • [33] Spatial sensitivity analysis of multi-criteria weights in GIS-based land suitability evaluation
    Chen, Y.
    Yu, J.
    Khan, S.
    ENVIRONMENTAL MODELLING & SOFTWARE, 2010, 25 (12) : 1582 - 1591
  • [34] GIS-based multi-criteria decision analysis for landfill allocation in a tropical metropolitan region
    da Purificacao, Carlos Gleidson Campos
    Leal, Luiz Rogerio Bastos
    Klammler, Harald
    Camara, Ib Silva
    Nascimento, Rebeca Santos de Almeida
    Hatfield, Kirk
    ENVIRONMENTAL EARTH SCIENCES, 2024, 83 (03)
  • [35] Satellite remote sensing and GIS-based multi-criteria analysis for flood hazard mapping
    Francesca Franci
    Gabriele Bitelli
    Emanuele Mandanici
    Diofantos Hadjimitsis
    Athos Agapiou
    Natural Hazards, 2016, 83 : 31 - 51
  • [36] GIS-Based Multi-Criteria Wind Farm Site Selection Methodology
    Rehman, S.
    Baseer, M. A.
    Alhems, L. M.
    FME TRANSACTIONS, 2020, 48 (04): : 855 - 867
  • [37] Validating a GIS-based multi-criteria method for potential road identification
    Wu, C.
    Ayers, P. D.
    Anderson, A. B.
    JOURNAL OF TERRAMECHANICS, 2007, 44 (03) : 255 - 263
  • [38] Assessing food retail competitors with a multi-criteria GIS-based method
    Roig-Tierno, Norat
    Baviera-Puig, Amparo
    Buitrago-Vera, Juan
    Escriba-Perez, Carmen
    ECONOMIA AGRARIA Y RECURSOS NATURALES, 2018, 18 (01): : 5 - 22
  • [39] GIS-based Geostatistics and Multi-Criteria Evaluation of Steel Casing Failure
    Chen Jing
    Liu Yiliang
    Zhu Qingjie
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MATERIAL, MECHANICAL AND MANUFACTURING ENGINEERING, 2015, 27 : 1506 - 1511
  • [40] Barriers to electrification of bus systems: A fuzzy multi-criteria analysis in developed and developing countries
    Sadrani, Mohammad
    Mirqasemi, Razieh
    Tirachini, Alejandro
    Antoniou, Constantinos
    ENERGY CONVERSION AND MANAGEMENT, 2024, 314