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Decarbonisation of passenger light-duty vehicles using spatially resolved TIMES-Ireland Model

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  • Aryanpur, Vahid
  • Balyk, Olexandr
  • Daly, Hannah
  • Ó Gallachóir, Brian
  • Glynn, James

Abstract

Higher spatial resolution is becoming a key component of energy system analysis. Existing multi-regional national scale energy systems optimisation models (ESOMs) facilitate an improved understanding of spatial dynamics. Yet, region-specific characteristics of transport technologies and infrastructures along with consumer heterogeneity have remained under-investigated. The current paper addresses this gap by developing a multi-regional transport sector within the system-wide TIMES-Ireland Model (TIM). The transport sector is divided into 26 sub-regions, and each region is characterised by the existing vehicle fleet, public transport availability, scrappage rate, annual mileage, vehicle fuel economy and the corresponding passenger and freight mobility demand. The consumers (car buyers) are disaggregated based on their income level to incorporate a more realistic representation of their behaviour in vehicle purchasing decisions. While TIM ensures carbon neutrality across the whole energy system by mid-century, this study mainly explores the decarbonisation of passenger Light-Duty Vehicles (LDVs). It shows to what extent different measures (i.e, LDV improvements, monetary incentives, modal shift, biofuel obligation, carbon tax and occupancy rate) can contribute to meeting ambitious mitigation targets by 2030. Spatially resolved analysis as the main novelty of this research presents valuable insights into regional electric vehicles (EVs) diffusion and their electricity consumption. The proposed method can be used to address the uncertainty that arises from consumer heterogeneity in the policymaking process. The findings also suggest keeping financial EV incentives until the mid-2020s to meet the ambitious goals. Finally, decarbonisation without demand-side strategies (i.e., controlling the level of private-car-based mobility) seems to be unachievable.

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  • Aryanpur, Vahid & Balyk, Olexandr & Daly, Hannah & Ó Gallachóir, Brian & Glynn, James, 2022. "Decarbonisation of passenger light-duty vehicles using spatially resolved TIMES-Ireland Model," Applied Energy, Elsevier, vol. 316(C).
    • Handle: RePEc:eee:appene:v:316:y:2022:i:c:s0306261922004676
    DOI: 10.1016/j.apenergy.2022.119078
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    as
    1. Daly, Hannah E. & Ó Gallachóir, Brian P., 2011. "Modelling future private car energy demand in Ireland," Energy Policy, Elsevier, vol. 39(12), pages 7815-7824.
    2. Hennessy, Hugh & Tol, Richard S.J., 2011. "The impact of tax reform on new car purchases in Ireland," Energy Policy, Elsevier, vol. 39(11), pages 7059-7067.
    3. Hao, Xu & Lin, Zhenhong & Wang, Hewu & Ou, Shiqi & Ouyang, Minggao, 2020. "Range cost-effectiveness of plug-in electric vehicle for heterogeneous consumers: An expanded total ownership cost approach," Applied Energy, Elsevier, vol. 275(C).
    4. Blanco, Herib & Gómez Vilchez, Jonatan J. & Nijs, Wouter & Thiel, Christian & Faaij, André, 2019. "Soft-linking of a behavioral model for transport with energy system cost optimization applied to hydrogen in EU," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    5. Simoes, Sofia & Zeyringer, Marianne & Mayr, Dieter & Huld, Thomas & Nijs, Wouter & Schmidt, Johannes, 2017. "Impact of different levels of geographical disaggregation of wind and PV electricity generation in large energy system models: A case study for Austria," Renewable Energy, Elsevier, vol. 105(C), pages 183-198.
    6. Schleich, Joachim & Gassmann, Xavier & Faure, Corinne & Meissner, Thomas, 2016. "Making the implicit explicit: A look inside the implicit discount rate," Energy Policy, Elsevier, vol. 97(C), pages 321-331.
    7. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    8. Yeh, Sonia & Farrell, Alexander E. & Plevin, Richard J & Sanstad, Alan & Weyant, John, 2008. "Optimizing U.S. Mitigation Strategies for the Light-Duty Transportation Sector: What We Learn from a Bottom-Up Model," Institute of Transportation Studies, Working Paper Series qt1td1g7qw, Institute of Transportation Studies, UC Davis.
    9. Martinsen, Dag & Funk, Carolin & Linssen, Jochen, 2010. "Biomass for transportation fuels--A cost-effective option for the German energy supply?," Energy Policy, Elsevier, vol. 38(1), pages 128-140, January.
    10. Helgeson, Broghan & Peter, Jakob, 2020. "The role of electricity in decarbonizing European road transport – Development and assessment of an integrated multi-sectoral model," Applied Energy, Elsevier, vol. 262(C).
    11. Leinert, Stephan & Daly, Hannah & Hyde, Bernard & Gallachóir, Brian Ó, 2013. "Co-benefits? Not always: Quantifying the negative effect of a CO2-reducing car taxation policy on NOx emissions," Energy Policy, Elsevier, vol. 63(C), pages 1151-1159.
    12. Tattini, Jacopo & Ramea, Kalai & Gargiulo, Maurizio & Yang, Christopher & Mulholland, Eamonn & Yeh, Sonia & Karlsson, Kenneth, 2018. "Improving the representation of modal choice into bottom-up optimization energy system models – The MoCho-TIMES model," Applied Energy, Elsevier, vol. 212(C), pages 265-282.
    13. Salvucci, Raffaele & Tattini, Jacopo & Gargiulo, Maurizio & Lehtilä, Antti & Karlsson, Kenneth, 2018. "Modelling transport modal shift in TIMES models through elasticities of substitution," Applied Energy, Elsevier, vol. 232(C), pages 740-751.
    14. Zhang, Hongjun & Chen, Wenying & Huang, Weilong, 2016. "TIMES modelling of transport sector in China and USA: Comparisons from a decarbonization perspective," Applied Energy, Elsevier, vol. 162(C), pages 1505-1514.
    15. ., 2021. "Structural and process dimension in innovation orientation," Chapters, in: Innovation Orientation in Business Services, chapter 6, pages 90-108, Edward Elgar Publishing.
    16. Daly, Hannah E. & Ó Gallachóir, Brian P., 2012. "Future energy and emissions policy scenarios in Ireland for private car transport," Energy Policy, Elsevier, vol. 51(C), pages 172-183.
    17. Smith, William J., 2010. "Plug-in hybrid electric vehicles--A low-carbon solution for Ireland?," Energy Policy, Elsevier, vol. 38(3), pages 1485-1499, March.
    18. Fox, Jacob & Axsen, Jonn & Jaccard, Mark, 2017. "Picking Winners: Modelling the Costs of Technology-specific Climate Policy in the U.S. Passenger Vehicle Sector," Ecological Economics, Elsevier, vol. 137(C), pages 133-147.
    19. Liu, Zhe & Song, Juhyun & Kubal, Joseph & Susarla, Naresh & Knehr, Kevin W. & Islam, Ehsan & Nelson, Paul & Ahmed, Shabbir, 2021. "Comparing total cost of ownership of battery electric vehicles and internal combustion engine vehicles," Energy Policy, Elsevier, vol. 158(C).
    20. Haq, Gary & Weiss, Martin, 2018. "Time preference and consumer discount rates - Insights for accelerating the adoption of efficient energy and transport technologies," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 76-88.
    21. Santos, Georgina & Rembalski, Sebastian, 2021. "Do electric vehicles need subsidies in the UK?," Energy Policy, Elsevier, vol. 149(C).
    22. Bahn, Olivier & Marcy, Mathilde & Vaillancourt, Kathleen & Waaub, Jean-Philippe, 2013. "Electrification of the Canadian road transportation sector: A 2050 outlook with TIMES-Canada," Energy Policy, Elsevier, vol. 62(C), pages 593-606.
    23. Ramea, Kalai & Bunch, David S. & Yang, Christopher & Yeh, Sonia & Ogden, Joan M., 2018. "Integration of behavioral effects from vehicle choice models into long-term energy systems optimization models," Energy Economics, Elsevier, vol. 74(C), pages 663-676.
    24. Bhardwaj, Chandan & Axsen, Jonn & Kern, Florian & McCollum, David, 2020. "Why have multiple climate policies for light-duty vehicles? Policy mix rationales, interactions and research gaps," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 309-326.
    25. Mallah, Subhash & Bansal, N.K., 2011. "Parametric sensitivity analysis for techno-economic parameters in Indian power sector," Applied Energy, Elsevier, vol. 88(3), pages 622-629, March.
    26. Train, Kenneth, 1985. "Discount rates in consumers' energy-related decisions: A review of the literature," Energy, Elsevier, vol. 10(12), pages 1243-1253.
    27. Smith, William J., 2010. "Can EV (electric vehicles) address Ireland’s CO2 emissions from transport?," Energy, Elsevier, vol. 35(12), pages 4514-4521.
    28. Bosetti, Valentina & Longden, Thomas, 2013. "Light duty vehicle transportation and global climate policy: The importance of electric drive vehicles," Energy Policy, Elsevier, vol. 58(C), pages 209-219.
    29. Andersen, Kristoffer Steen & Wiese, Catharina & Petrovic, Stefan & McKenna, Russell, 2020. "Exploring the role of households’ hurdle rates and demand elasticities in meeting Danish energy-savings target," Energy Policy, Elsevier, vol. 146(C).
    30. Jalil-Vega, F. & Hawkes, A.D., 2018. "Spatially resolved model for studying decarbonisation pathways for heat supply and infrastructure trade-offs," Applied Energy, Elsevier, vol. 210(C), pages 1051-1072.
    31. Sanstad, Alan H & Blumstein, Carl & Stoft, Steven E, 1995. "How high are option values in energy-efficiency investments?," Energy Policy, Elsevier, vol. 23(9), pages 739-743, September.
    32. Siskos, Pelopidas & Zazias, Georgios & Petropoulos, Apostolos & Evangelopoulou, Stavroula & Capros, Pantelis, 2018. "Implications of delaying transport decarbonisation in the EU: A systems analysis using the PRIMES model," Energy Policy, Elsevier, vol. 121(C), pages 48-60.
    33. Seixas, J. & Simões, S. & Dias, L. & Kanudia, A. & Fortes, P. & Gargiulo, M., 2015. "Assessing the cost-effectiveness of electric vehicles in European countries using integrated modeling," Energy Policy, Elsevier, vol. 80(C), pages 165-176.
    34. van Vliet, Oscar & van den Broek, Machteld & Turkenburg, Wim & Faaij, André, 2011. "Combining hybrid cars and synthetic fuels with electricity generation and carbon capture and storage," Energy Policy, Elsevier, vol. 39(1), pages 248-268, January.
    35. Miranda, Raul & Simoes, Sofia & Szklo, Alexandre & Schaeffer, Roberto, 2019. "Adding detailed transmission constraints to a long-term integrated assessment model – A case study for Brazil using the TIMES model," Energy, Elsevier, vol. 167(C), pages 791-803.
    36. Houston, Douglas A, 1983. "Implicit Discount Rates and the Purchase of Untried, Energy-Saving Durable Goods," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(2), pages 236-246, September.
    37. Guo, Shuocheng & Kontou, Eleftheria, 2021. "Disparities and equity issues in electric vehicles rebate allocation," Energy Policy, Elsevier, vol. 154(C).
    38. Mulholland, E. & Rogan, F. & Ó Gallachóir, B.P., 2017. "From technology pathways to policy roadmaps to enabling measures – A multi-model approach," Energy, Elsevier, vol. 138(C), pages 1030-1041.
    39. Heuberger, Clara F. & Bains, Praveen K. & Mac Dowell, Niall, 2020. "The EV-olution of the power system: A spatio-temporal optimisation model to investigate the impact of electric vehicle deployment," Applied Energy, Elsevier, vol. 257(C).
    40. Alam, Md. Saniul & Hyde, Bernard & Duffy, Paul & McNabola, Aonghus, 2017. "Assessment of pathways to reduce CO2 emissions from passenger car fleets: Case study in Ireland," Applied Energy, Elsevier, vol. 189(C), pages 283-300.
    41. Jablonski, Sophie & Strachan, Neil & Brand, Christian & Bauen, Ausilio, 2010. "The role of bioenergy in the UK's energy future formulation and modelling of long-term UK bioenergy scenarios," Energy Policy, Elsevier, vol. 38(10), pages 5799-5816, October.
    42. Danielis, Romeo & Giansoldati, Marco & Rotaris, Lucia, 2018. "A probabilistic total cost of ownership model to evaluate the current and future prospects of electric cars uptake in Italy," Energy Policy, Elsevier, vol. 119(C), pages 268-281.
    43. DeCarolis, Joseph & Daly, Hannah & Dodds, Paul & Keppo, Ilkka & Li, Francis & McDowall, Will & Pye, Steve & Strachan, Neil & Trutnevyte, Evelina & Usher, Will & Winning, Matthew & Yeh, Sonia & Zeyring, 2017. "Formalizing best practice for energy system optimization modelling," Applied Energy, Elsevier, vol. 194(C), pages 184-198.
    44. Salvucci, Raffaele & Gargiulo, Maurizio & Karlsson, Kenneth, 2019. "The role of modal shift in decarbonising the Scandinavian transport sector: Applying substitution elasticities in TIMES-Nordic," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    45. Schulz, Thorsten F. & Barreto, Leonardo & Kypreos, Socrates & Stucki, Samuel, 2007. "Assessing wood-based synthetic natural gas technologies using the SWISS-MARKAL model," Energy, Elsevier, vol. 32(10), pages 1948-1959.
    46. Moon, Saedaseul & Lee, Deok-Joo, 2019. "An optimal electric vehicle investment model for consumers using total cost of ownership: A real option approach," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    47. Gao, Lan & Wang, Shanyong & Li, Jun & Li, Haidong, 2017. "Application of the extended theory of planned behavior to understand individual’s energy saving behavior in workplaces," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 107-113.
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