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Exploration of the nexus between solar potential and electric vehicle uptake: A case study of Auckland, New Zealand

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  • Wen, Le
  • Sheng, Mingyue Selena
  • Sharp, Basil
  • Meng, Tongyu
  • Du, Bo
  • Yi, Ming
  • Suomalainen, Kiti
  • Gkritza, Konstantina

Abstract

Joint deployment of solar photovoltaic (PV) systems and electric vehicles (EVs) offers a sustainable option for decarbonisation. However, the possible influence of solar PV on EV uptake within a spatial-temporal framework is often overlooked in the literature. Based on a unique dataset at a detailed spatial level in Auckland, New Zealand, this study explores the potential complementarity of EVs and solar PV using spatial negative binomial regression models. We find evidence of complementarity between solar PV and EV uptakes. Results show that a one-unit increase in the installation of solar PV is associated with an increase in EV uptake count by a factor of 1.021. Households investing in solar PV also have the potential to accelerate EV uptake. Moreover, we find that a one-unit increase in EV charger installation in neighbouring areas is associated with an increase in EV uptake by a factor of 41. Charging infrastructure in neighbouring areas has a positive impact on subsequent EV adoption. Additionally, EV uptake is increased by 1.047–1.049 in response to a one-unit increase in early EV adoption, indicating that the early-adopter phase also positively impacts subsequent EV uptake. Our findings provide important insights for policy aimed at increasing EV uptake.

Suggested Citation

  • Wen, Le & Sheng, Mingyue Selena & Sharp, Basil & Meng, Tongyu & Du, Bo & Yi, Ming & Suomalainen, Kiti & Gkritza, Konstantina, 2023. "Exploration of the nexus between solar potential and electric vehicle uptake: A case study of Auckland, New Zealand," Energy Policy, Elsevier, vol. 173(C).
    • Handle: RePEc:eee:enepol:v:173:y:2023:i:c:s0301421522006255
    DOI: 10.1016/j.enpol.2022.113406
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    as
    1. Hidrue, Michael K. & Parsons, George R. & Kempton, Willett & Gardner, Meryl P., 2011. "Willingness to pay for electric vehicles and their attributes," Resource and Energy Economics, Elsevier, vol. 33(3), pages 686-705, September.
    2. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    3. Le Wen, Basil Sharp, and Erwann Sbai, 2020. "Spatial Effects of Wind Generation and Its Implication for Wind Farm Investment Decisions in New Zealand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 47-72.
    4. M. Bockarjova & P. Rietveld & J.S.A. Knockaert, 2013. "Adoption of Electric Vehicle in the Netherlands – A Stated Choice Experiment," Tinbergen Institute Discussion Papers 13-100/VIII, Tinbergen Institute, revised 01 Aug 2013.
    5. Crago, Christine Lasco & Chernyakhovskiy, Ilya, 2017. "Are policy incentives for solar power effective? Evidence from residential installations in the Northeast," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 132-151.
    6. Egbue, Ona & Long, Suzanna, 2012. "Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions," Energy Policy, Elsevier, vol. 48(C), pages 717-729.
    7. Suomalainen, Kiti & Wen, Le & Sheng, Mingyue Selena & Sharp, Basil, 2022. "Climate change impact on the cost of decarbonisation in a hydro-based power system," Energy, Elsevier, vol. 246(C).
    8. Asaad Mohammad & Ramon Zamora & Tek Tjing Lie, 2020. "Integration of Electric Vehicles in the Distribution Network: A Review of PV Based Electric Vehicle Modelling," Energies, MDPI, vol. 13(17), pages 1-20, September.
    9. Sheng, Mingyue & Sreenivasan, Ajith Viswanath & Sharp, Basil & Wilson, Douglas & Ranjitkar, Prakash, 2020. "Economic analysis of dynamic inductive power transfer roadway charging system under public-private partnership–Evidence from New Zealand," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    10. Mukherjee, Sanghamitra Chattopadhyay & Ryan, Lisa, 2020. "Factors influencing early battery electric vehicle adoption in Ireland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    11. Venkatesh, Viswanath & Morris, Michael G. & Ackerman, Phillip L., 2000. "A Longitudinal Field Investigation of Gender Differences in Individual Technology Adoption Decision-Making Processes," Organizational Behavior and Human Decision Processes, Elsevier, vol. 83(1), pages 33-60, September.
    12. Musti, Sashank & Kockelman, Kara M., 2011. "Evolution of the household vehicle fleet: Anticipating fleet composition, PHEV adoption and GHG emissions in Austin, Texas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(8), pages 707-720, October.
    13. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    14. Karan, Ebrahim & Asadi, Somayeh & Ntaimo, Lewis, 2016. "A stochastic optimization approach to reduce greenhouse gas emissions from buildings and transportation," Energy, Elsevier, vol. 106(C), pages 367-377.
    15. Sheng, Mingyue Selena & Sreenivasan, Ajith Viswanath & Sharp, Basil & Du, Bo, 2021. "Well-to-wheel analysis of greenhouse gas emissions and energy consumption for electric vehicles: A comparative study in Oceania," Energy Policy, Elsevier, vol. 158(C).
    16. Rücker, Fabian & Schoeneberger, Ilka & Wilmschen, Till & Sperling, Dustin & Haberschusz, David & Figgener, Jan & Sauer, Dirk Uwe, 2022. "Self-sufficiency and charger constraints of prosumer households with vehicle-to-home strategies," Applied Energy, Elsevier, vol. 317(C).
    17. Zhang, Qi & Tezuka, Tetsuo & Ishihara, Keiichi N. & Mclellan, Benjamin C., 2012. "Integration of PV power into future low-carbon smart electricity systems with EV and HP in Kansai Area, Japan," Renewable Energy, Elsevier, vol. 44(C), pages 99-108.
    18. Gary C. Moore & Izak Benbasat, 1991. "Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation," Information Systems Research, INFORMS, vol. 2(3), pages 192-222, September.
    19. O. Schmidt & A. Hawkes & A. Gambhir & I. Staffell, 2017. "The future cost of electrical energy storage based on experience rates," Nature Energy, Nature, vol. 2(8), pages 1-8, August.
    20. van der Kam, Mart & van Sark, Wilfried, 2015. "Smart charging of electric vehicles with photovoltaic power and vehicle-to-grid technology in a microgrid; a case study," Applied Energy, Elsevier, vol. 152(C), pages 20-30.
    21. Steinhilber, Simone & Wells, Peter & Thankappan, Samarthia, 2013. "Socio-technical inertia: Understanding the barriers to electric vehicles," Energy Policy, Elsevier, vol. 60(C), pages 531-539.
    22. Petter Haugneland & Hans HÃ¥vard Kvisle, 2015. "Norwegian electric car user experiences," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 15(2), pages 194-221.
    23. De Groote, Olivier & Pepermans, Guido & Verboven, Frank, 2016. "Heterogeneity in the adoption of photovoltaic systems in Flanders," Energy Economics, Elsevier, vol. 59(C), pages 45-57.
    24. Alipour, M. & Salim, H. & Stewart, Rodney A. & Sahin, Oz, 2020. "Predictors, taxonomy of predictors, and correlations of predictors with the decision behaviour of residential solar photovoltaics adoption: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 123(C).
    25. Cameron, A. Colin & Trivedi, Pravin K., 1990. "Regression-based tests for overdispersion in the Poisson model," Journal of Econometrics, Elsevier, vol. 46(3), pages 347-364, December.
    26. Balcombe, Paul & Rigby, Dan & Azapagic, Adisa, 2013. "Motivations and barriers associated with adopting microgeneration energy technologies in the UK," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 655-666.
    27. Bryan Bollinger & Kenneth Gillingham, 2012. "Peer Effects in the Diffusion of Solar Photovoltaic Panels," Marketing Science, INFORMS, vol. 31(6), pages 900-912, November.
    28. Kubli, Merla & Loock, Moritz & Wüstenhagen, Rolf, 2018. "The flexible prosumer: Measuring the willingness to co-create distributed flexibility," Energy Policy, Elsevier, vol. 114(C), pages 540-548.
    29. Chaouachi, Aymen & Bompard, Ettore & Fulli, Gianluca & Masera, Marcelo & De Gennaro, Michele & Paffumi, Elena, 2016. "Assessment framework for EV and PV synergies in emerging distribution systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 719-728.
    30. Wen, Le & Suomalainen, Kiti & Sharp, Basil & Yi, Ming & Sheng, Mingyue Selena, 2022. "Impact of wind-hydro dynamics on electricity price: A seasonal spatial econometric analysis," Energy, Elsevier, vol. 238(PC).
    31. Rai, Varun & Reeves, D. Cale & Margolis, Robert, 2016. "Overcoming barriers and uncertainties in the adoption of residential solar PV," Renewable Energy, Elsevier, vol. 89(C), pages 498-505.
    32. Goli, P. & Shireen, W., 2014. "PV powered smart charging station for PHEVs," Renewable Energy, Elsevier, vol. 66(C), pages 280-287.
    33. Katherine A. Collett & Stephanie A. Hirmer, 2021. "Data needed to decarbonize paratransit in Sub-Saharan Africa," Nature Sustainability, Nature, vol. 4(7), pages 562-564, July.
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    6. Tao, Miaomiao & Poletti, Stephen & Sheng, Mingyue Selena & Wen, Le, 2024. "Nexus between carbon, stock, and energy markets in New Zealand: An analysis of causal domains," Energy, Elsevier, vol. 299(C).

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