IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v47y2015icp783-793.html
   My bibliography  Save this article

A review of combined models for market diffusion of alternative fuel vehicles and their refueling infrastructure

Author

Listed:
  • Gnann, Till
  • Plötz, Patrick

Abstract

Alternative fuel vehicles (AFV) may help to reduce global CO2 emissions from the transport sector. One obstacle for AFV market diffusion is the lack of refueling infrastructure which prevents potential users from buying AFVs. Meanwhile infrastructure suppliers await market developments before investing in an extensive infrastructure roll-out. This mutual interaction has been a field of research for several years and a variety of modeling approaches have been applied. This paper aims at reviewing models of combined AFV and refueling infrastructure market diffusion and pointing out research gaps. We retrieve stylized facts which models should account for from empirical studies on natural gas vehicles, user acceptance analyses on AFVs and technical restraints of plug-in electric vehicles (PEVs) and fuel cell electric vehicles (FCEVs). Ten interaction models are evaluated with respect to the identified aspects. We find that simulation is the most common approach for an interaction model. Besides, the majority of the examined stylized facts is covered by the models. However, models for FCEVs could be improved by reflecting the transport of fuel to refueling infrastructure while new models on PEVs should include charging duration, frequency and charging station ownership.

Suggested Citation

  • Gnann, Till & Plötz, Patrick, 2015. "A review of combined models for market diffusion of alternative fuel vehicles and their refueling infrastructure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 783-793.
  • Handle: RePEc:eee:rensus:v:47:y:2015:i:c:p:783-793
    DOI: 10.1016/j.rser.2015.03.022
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032115001756
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2015.03.022?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Francoise Nemry & Martijn Brons, 2010. "Plug-in Hybrid and Battery Electric Vehicles. Market penetration scenarios of electric drive vehicles," JRC Working Papers JRC58748, Joint Research Centre (Seville site).
    2. Janssen, Arthur & Lienin, Stephan F. & Gassmann, Fritz & Wokaun, Alexander, 2006. "Model aided policy development for the market penetration of natural gas vehicles in Switzerland," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(4), pages 316-333, May.
    3. Malte Schwoon, 2006. "Simulating the adoption of fuel cell vehicles," Journal of Evolutionary Economics, Springer, vol. 16(4), pages 435-472, October.
    4. Shepherd, Simon & Bonsall, Peter & Harrison, Gillian, 2012. "Factors affecting future demand for electric vehicles: A model based study," Transport Policy, Elsevier, vol. 20(C), pages 62-74.
    5. Wiedmann, Klaus-Peter & Hennigs, Nadine & Pankalla, Lars & Kassubek, Martin & Seegebarth, Barbara, 2011. "Adoption barriers and resistance to sustainable solutions in the automotive sector," Journal of Business Research, Elsevier, vol. 64(11), pages 1201-1206.
    6. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    7. Malte Schwoon, 2005. "Simulating the Adoption of Fuel Cell Vehicles," Working Papers FNU-59, Research unit Sustainability and Global Change, Hamburg University, revised Feb 2006.
    8. Yeh, Sonia, 2007. "An empirical analysis on the adoption of alternative fuel vehicles: The case of natural gas vehicles," Energy Policy, Elsevier, vol. 35(11), pages 5865-5875, November.
    9. Eppstein, Margaret J. & Grover, David K. & Marshall, Jeffrey S. & Rizzo, Donna M., 2011. "An agent-based model to study market penetration of plug-in hybrid electric vehicles," Energy Policy, Elsevier, vol. 39(6), pages 3789-3802, June.
    10. Ribeiro, Suzana K & Kobayashi, Shigeki & Beuthe, Michel & Gasca, Jorge & Greene, David & Lee, David S. & Muromachi, Yasunori & Newton, Peter J. & Plotkin, Steven & Sperling, Daniel & Wit, Ron & Zhou, , 2007. "Transportation and its Infrastructure," Institute of Transportation Studies, Working Paper Series qt98m5t1rv, Institute of Transportation Studies, UC Davis.
    11. Ventosa, Mariano & Baillo, Alvaro & Ramos, Andres & Rivier, Michel, 2005. "Electricity market modeling trends," Energy Policy, Elsevier, vol. 33(7), pages 897-913, May.
    12. Offer, G.J. & Howey, D. & Contestabile, M. & Clague, R. & Brandon, N.P., 2010. "Comparative analysis of battery electric, hydrogen fuel cell and hybrid vehicles in a future sustainable road transport system," Energy Policy, Elsevier, vol. 38(1), pages 24-29, January.
    13. Werber, Mathew & Fischer, Michael & Schwartz, Peter V., 2009. "Batteries: Lower cost than gasoline?," Energy Policy, Elsevier, vol. 37(7), pages 2465-2468, July.
    14. R. Cont, 2001. "Empirical properties of asset returns: stylized facts and statistical issues," Quantitative Finance, Taylor & Francis Journals, vol. 1(2), pages 223-236.
    15. Fischer, Michael & Werber, Mathew & Schwartz, Peter V., 2009. "Batteries: Higher energy density than gasoline?," Energy Policy, Elsevier, vol. 37(7), pages 2639-2641, July.
    16. Yeh, Sonia, 2007. "An empirical analysis on the adoption of alternative fuel vehicles:The case of natural gas vehicles," Institute of Transportation Studies, Working Paper Series qt2k09h787, Institute of Transportation Studies, UC Davis.
    17. Yeh, Sonia, 2007. "An empirical analysis on the adoption of alternative fuel vehicles:The case of natural gas vehicles," Institute of Transportation Studies, Working Paper Series qt92h7g194, Institute of Transportation Studies, UC Davis.
    18. Fleiter, Tobias & Worrell, Ernst & Eichhammer, Wolfgang, 2011. "Barriers to energy efficiency in industrial bottom-up energy demand models--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 3099-3111, August.
    19. Al-Alawi, Baha M. & Bradley, Thomas H., 2013. "Review of hybrid, plug-in hybrid, and electric vehicle market modeling Studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 190-203.
    20. Malte Schwoon, 2006. "A Tool to Optimize the Initial Distribution of Hydrogen Filling Stations," Working Papers FNU-110, Research unit Sustainability and Global Change, Hamburg University, revised Jun 2006.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Petschnig, Martin & Heidenreich, Sven & Spieth, Patrick, 2014. "Innovative alternatives take action – Investigating determinants of alternative fuel vehicle adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 68-83.
    2. Gnann, Till & Plötz, Patrick & Kühn, André & Wietschel, Martin, 2015. "Modelling market diffusion of electric vehicles with real world driving data – German market and policy options," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 95-112.
    3. Martin Zsifkovits & Markus Günther, 2015. "Simulating resistances in innovation diffusion over multiple generations: an agent-based approach for fuel-cell vehicles," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 23(2), pages 501-522, June.
    4. Plötz, Patrick & Gnann, Till & Wietschel, Martin, 2014. "Modelling market diffusion of electric vehicles with real world driving data — Part I: Model structure and validation," Ecological Economics, Elsevier, vol. 107(C), pages 411-421.
    5. Mohammadreza Zolfagharian & Bob Walrave & A. Georges L. Romme & Rob Raven, 2020. "Toward the Dynamic Modeling of Transition Problems: The Case of Electric Mobility," Sustainability, MDPI, vol. 13(1), pages 1-23, December.
    6. Imran Khan, Muhammad, 2017. "Policy options for the sustainable development of natural gas as transportation fuel," Energy Policy, Elsevier, vol. 110(C), pages 126-136.
    7. Larizzatti Zacharias, Luis Guilherme & Antunes Costa de Andrade, Ana Clara & Guichet, Xavier & Mouette, Dominique & Peyerl, Drielli, 2022. "Natural gas as a vehicular fuel in Brazil: Barriers and lessons to learn," Energy Policy, Elsevier, vol. 167(C).
    8. Lee, Yongseung & Kim, Chongman & Shin, Juneseuk, 2016. "A hybrid electric vehicle market penetration model to identify the best policy mix: A consumer ownership cycle approach," Applied Energy, Elsevier, vol. 184(C), pages 438-449.
    9. Wang-Helmreich, Hanna & Lochner, Stefan, 2011. "Natural Gas in Road Transportation - A Low-emission Bridging Technology?," EWI Working Papers 2011-14, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    10. Plötz, Patrick & Gnann, Till & Wietschel, Martin, 2014. "Modelling market diffusion of electric vehicles with real world driving data. Part I: Model structure and validation," Working Papers "Sustainability and Innovation" S4/2014, Fraunhofer Institute for Systems and Innovation Research (ISI).
    11. Adepetu, Adedamola & Keshav, Srinivasan & Arya, Vijay, 2016. "An agent-based electric vehicle ecosystem model: San Francisco case study," Transport Policy, Elsevier, vol. 46(C), pages 109-122.
    12. Balint, T. & Lamperti, F. & Mandel, A. & Napoletano, M. & Roventini, A. & Sapio, A., 2017. "Complexity and the Economics of Climate Change: A Survey and a Look Forward," Ecological Economics, Elsevier, vol. 138(C), pages 252-265.
    13. Wang, Hongxia & Fang, Hong & Yu, Xueying & Wang, Ke, 2015. "Development of natural gas vehicles in China: An assessment of enabling factors and barriers," Energy Policy, Elsevier, vol. 85(C), pages 80-93.
    14. Zhang, Yong & Yu, Yifeng & Zou, Bai, 2011. "Analyzing public awareness and acceptance of alternative fuel vehicles in China: The case of EV," Energy Policy, Elsevier, vol. 39(11), pages 7015-7024.
    15. repec:spo:wpmain:info:hdl:2441/1nlv566svi86iqtetenms15tc4 is not listed on IDEAS
    16. Gnann, T. & Speth, D. & Seddig, K. & Stich, M. & Schade, W. & Gómez Vilchez, J.J., 2022. "How to integrate real-world user behavior into models of the market diffusion of alternative fuels in passenger cars - An in-depth comparison of three models for Germany," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    17. repec:spo:wpmain:info:hdl:2441/5qr7f0k4sk8rbq4do5u6v70rm0 is not listed on IDEAS
    18. Gao, Jiayang & Zhang, Tao, 2022. "Effects of public funding on the commercial diffusion of on-site hydrogen production technology: A system dynamics perspective," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    19. von Rosenstiel, Dirk Peters & Heuermann, Daniel F. & Hüsig, Stefan, 2015. "Why has the introduction of natural gas vehicles failed in Germany?—Lessons on the role of market failure in markets for alternative fuel vehicles," Energy Policy, Elsevier, vol. 78(C), pages 91-101.
    20. Shepherd, Simon & Bonsall, Peter & Harrison, Gillian, 2012. "Factors affecting future demand for electric vehicles: A model based study," Transport Policy, Elsevier, vol. 20(C), pages 62-74.
    21. Ravigné, E. & Da Costa, P., 2021. "Economic and environmental performances of natural gas for heavy trucks: A case study on the French automotive industry supply chain," Energy Policy, Elsevier, vol. 149(C).
    22. Adrián Saldarriaga-Isaza, C. & Vergara, Carlos, 2009. "Who switches to hybrids? A study of a fuel conversion program in Colombia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 572-579, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:47:y:2015:i:c:p:783-793. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.