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Optimal Deployment of Charging Piles for Electric Vehicles Under the Indirect Network Effects

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  • Shihui Tian

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, P. R. China)

  • Guowei Hua

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, P. R. China)

  • T. C. E. Cheng

    (Department of Logistics and Maritime Studies, The Hong Kong Polytechnic University, Hong Kong)

Abstract

It has been found that there is a close relationship between the popularization of electric vehicles and the deployment of the charging facilities, which provides either positive or negative feedback. Given the existence of the double feedback mechanism, namely the indirect network effects, we aim to quantify it by means of empirical research and mathematical modeling. We start with the decision equations, which consist of the consumer’s adoption decision equation and the charging-pile operator’s entrance decision equation. We quantify the influence process by analyzing the equilibrium state and critical equilibrium point. Compared with the general situation in which the scale of the charging piles is decided by the number of electric vehicles, we find that the decision that takes the indirect network effects into consideration has a great positive impact on the popularization of electric vehicles. Our findings shed light on the formulation of incentive policy and the charging-pile operator’s decision-making. We also apply location theory to address the issue of charging-pile points layout in practice.

Suggested Citation

  • Shihui Tian & Guowei Hua & T. C. E. Cheng, 2019. "Optimal Deployment of Charging Piles for Electric Vehicles Under the Indirect Network Effects," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 36(01), pages 1-17, February.
  • Handle: RePEc:wsi:apjorx:v:36:y:2019:i:01:n:s0217595919500076
    DOI: 10.1142/S0217595919500076
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    1. Ho-Yin Mak & Ying Rong & Zuo-Jun Max Shen, 2013. "Infrastructure Planning for Electric Vehicles with Battery Swapping," Management Science, INFORMS, vol. 59(7), pages 1557-1575, July.
    2. Shanjun Li & Lang Tong & Jianwei Xing & Yiyi Zhou, 2017. "The Market for Electric Vehicles: Indirect Network Effects and Policy Design," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(1), pages 89-133.
    3. Caillaud, Bernard & Jullien, Bruno, 2003. "Chicken & Egg: Competition among Intermediation Service Providers," RAND Journal of Economics, The RAND Corporation, vol. 34(2), pages 309-328, Summer.
    4. Wen, Fenghua & Gong, Xu & Cai, Shenghua, 2016. "Forecasting the volatility of crude oil futures using HAR-type models with structural breaks," Energy Economics, Elsevier, vol. 59(C), pages 400-413.
    5. Fenghua Wen & Jihong Xiao & Chuangxia Huang & Xiaohua Xia, 2018. "Interaction between oil and US dollar exchange rate: nonlinear causality, time-varying influence and structural breaks in volatility," Applied Economics, Taylor & Francis Journals, vol. 50(3), pages 319-334, January.
    6. Jeffrey Rohlfs, 1974. "A Theory of Interdependent Demand for a Communications Service," Bell Journal of Economics, The RAND Corporation, vol. 5(1), pages 16-37, Spring.
    7. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    8. Amiya Basu & Tridib Mazumdar & S. P. Raj, 2003. "Indirect Network Externality Effects on Product Attributes," Marketing Science, INFORMS, vol. 22(2), pages 209-221, April.
    9. Zuo-Jun Max Shen & Collette Coullard & Mark S. Daskin, 2003. "A Joint Location-Inventory Model," Transportation Science, INFORMS, vol. 37(1), pages 40-55, February.
    10. Michael K. Lim & Ho-Yin Mak & Ying Rong, 2015. "Toward Mass Adoption of Electric Vehicles: Impact of the Range and Resale Anxieties," Manufacturing & Service Operations Management, INFORMS, vol. 17(1), pages 101-119, February.
    11. Kuby, Michael & Lim, Seow, 2005. "The flow-refueling location problem for alternative-fuel vehicles," Socio-Economic Planning Sciences, Elsevier, vol. 39(2), pages 125-145, June.
    12. Mark Daskin & Collette Coullard & Zuo-Jun Shen, 2002. "An Inventory-Location Model: Formulation, Solution Algorithm and Computational Results," Annals of Operations Research, Springer, vol. 110(1), pages 83-106, February.
    13. Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-841, August.
    14. Shanjun Li & Yiyi Zhou, 2015. "Dynamics of Technology Adoption and Critical Mass: The Case of U.S. Electric Vehicle Market," Working Papers 15-10, NET Institute.
    15. Markovich, Sarit, 2008. "Snowball: A dynamic oligopoly model with indirect network effects," Journal of Economic Dynamics and Control, Elsevier, vol. 32(3), pages 909-938, March.
    16. Michael Kuby & Seow Lim, 2007. "Location of Alternative-Fuel Stations Using the Flow-Refueling Location Model and Dispersion of Candidate Sites on Arcs," Networks and Spatial Economics, Springer, vol. 7(2), pages 129-152, June.
    17. Jia Shu & Chung-Piaw Teo & Zuo-Jun Max Shen, 2005. "Stochastic Transportation-Inventory Network Design Problem," Operations Research, INFORMS, vol. 53(1), pages 48-60, February.
    18. Gandal, Neil & Church, Jeffrey, 2012. "Direct and Indirect Network Effects are Equivalent: A Comment on Direct Direct and Indirect Network Effects are Equivalent: A C," CEPR Discussion Papers 9097, C.E.P.R. Discussion Papers.
    19. Min Zhou & Xiaoqun Liu & Bin Pan & Xin Yang & Fenghua Wen & Xiaohua Xia, 2017. "Effect of Tourism Building Investments on Tourist Revenues in China: A Spatial Panel Econometric Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(9), pages 1973-1987, September.
    20. Church, Jeffrey & Gandal, Neil, 2012. "Direct and indirect network effects are equivalent: A comment on “Direct and Indirect Network Effects: Are They Equivalent?”," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 708-712.
    21. Ismail Capar & Michael Kuby, 2012. "An efficient formulation of the flow refueling location model for alternative-fuel stations," IISE Transactions, Taylor & Francis Journals, vol. 44(8), pages 622-636.
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