DOI: https://doi.org/10.14710/ijred.2023.53211

Energy demand modeling for low carbon cities in Thailand: A case study of Nakhon Ratchasima province

1Department of Architecture and Planning, School of Architecture, Art and Design, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand

2Master of Urban and Regional Planning Program in Urban and Environmental Planning, School of Architecture, Art and Design, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand

3Department of Transportation Systems Engineering, College of Science and Technology, Nihon University, Chiba,, Japan

Received: 23 Mar 2023; Revised: 4 May 2023; Accepted: 20 May 2023; Available online: 26 May 2023; Published: 15 Jul 2023.
Editor(s): H Hadiyanto
Open Access Copyright (c) 2023 The Author(s). Published by Centre of Biomass and Renewable Energy (CBIORE)
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

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Abstract
Nakhon Ratchasima is one of the northeastern cities which has been promoted as one of the low-carbon cities in Thailand. The study aims to evaluate policies and measures on greenhouse gas (GHG) emissions mitigation to meet the target at the provincial level. The Low Emissions Analysis Platform (LEAP) is used as a modeling tool to simulate energy demand for each economic sector. The 2019 data is set as a base year, using top-down and bottom-up approaches depending on the availability of data for the analysis. The model consists of two scenarios: (1) Business-as-usual (BAU) scenario and Low carbon scenario (LCS). Transport and industry sectors are the most energy-consuming and CO2-emitting sectors in Nakhon Ratchasima Province. In the LCS case, the final energy demand and CO2 emissions in 2050 will be reduced by about 40% compared to the BAU case. In addition, CO2 emissions in Nakhon Ratchasima Province will peak around 2038, this is not the case with BAU. The study could predict future energy demand and propose a way forward to reducing GHG emissions at the provincial level.
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Keywords: Energy demand modeling; Energy policy; Provincial energy modeling; Climate change; CO2 emissions; LEAP; Low carbon city

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Section: Original Research Article
Language : EN
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  1. APERC (Asia Pacific Energy Research Center), APEC Energy Demand and Supply Outlook, 6th ed. (APERC, 2016)
  2. Chaichaloempreecha, A., Chunark, P., and Limmeechokchai B. (2019) Assessment of Thailand’s Energy Policy on CO2 Emissions: Implication of National Energy Plans to Achieve NDC Target. International Energy Journal 19, 47 – 60. http://www.rericjournal.ait.ac.th/index.php/reric/article/view/2020/708
  3. Chunark, P., Thepkhun, P., Promjiraprawat, K., Winyuchakrit, P., and Limmeechokchai, B. (2015) Low carbon transportation in Thailand: CO2 mitigation strategy in 2050. SpringerPlus 4, 618(2015). https://doi.org/10.1186/s40064-015-1388-6
  4. Dargay, J., Dately, D., and Sommer, M. (2007) Vehicle Ownership and Income Growth, Worldwide: 1960-2030. The Energy Journal 28(4), 454-466. https://www.jstor.org/stable/41323125
  5. Department of Alternative Energy Development and Efficiency (DEDE), Ministry of Energy (2008) The 15-Year Renewable Energy Development Plan 2008-2022. https://policy.asiapacificenergy.org/sites/default/files/REDP%202008-2020.pdf. Accessed on 20 June 2022
  6. Department of Land Transport (DLT) (2021). Vehicle registration data. https://web.dlt.go.th/statistics/. Accessed on 20 July 2021
  7. Department of Provincial Administration (DOPA) (2020) Announcement of the population of the year 2020. https://stat.bora.dopa.go.th/stat/pk/pk_63.pdf. Accessed on 20 July 2021
  8. Emodi, N. V., Emodi, C. C., Murthy, G. P., & Emodi, A. S. A. (2017) Energy policy for low carbon development in Nigeria: A LEAP model application. https://doi.org/10.1016/j.rser.2016.09.118
  9. Energy Policy and Planning Office (EPPO) (2017) The project to support the education, research, and development of energy conservation technology, by Chiang Mai University (Energy Conservation Potential, Phase 2). Final Report
  10. Energy Policy and Planning Office (EPPO), Ministry of Energy (2011) Thailand 20-Year Energy Efficiency Development Plan 2011-2030. http://www.eppo.go.th/images/POLICY/ENG/EEDP_Eng.pdf. Accessed on 20 June 2022
  11. Energy Policy and Planning Office (EPPO), Ministry of Energy (2016) Thailand Integrated Energy Blueprint. http://www.eppo.go.th/index.php/th/plan-policy/tieb. Accessed on 20 June 2022
  12. Energy Policy and Planning Office (EPPO), Ministry of Energy (2021) Resolution of the meeting of the National Energy Policy Council No. 2/2564 (No. 154). http://www.eppo.go.th/index.php/th/component/k2/item/17213-nepc-prayut04-08-64. Accessed on 22 June 2022
  13. Energy Policy and Planning Office, Ministry of Energy (2004) Thailand Energy Policy and Measures. http://www.eppo.go.th/images/policy/PDF/docs/ThailandEnergyPolicyMeasures2004.pdf. Accessed on 20 June 2022
  14. Fungtammasan, B., Tippichai, A., Otsuki, T., and Tam, C. (2017) Transition pathways for a sustainable low-carbon energy system in Thailand. Journal of Renewable and Sustainable Energy 9, 021405. https://doi.org/10.1063/1.4978496
  15. Ge, M., Friedrich, J., Vigna, L. (2020) 4 Charts Explain Greenhouse Gas Emissions by Countries and Sectors. https://www.wri.org/insights/4-charts-explain-greenhouse-gas-emissions-countries-and-sectors. Accessed on 3 June 2022
  16. Global Fuel Economy Initiative (GFEI) (2013) Global Fuel Economy Trends. United Kingdom. https://www.globalfueleconomy.org/media/45138/fuel-economy-leaflet.pdf. Accessed on 26 June 2022
  17. Heaps, C. (2020) LEAP (Low Emission Analysis Platform): Training Exercises. Stockholm Environment Institute. https://cdn.leap.sei.org/documents/LEAPTrainingExerciseEnglish2020.pdf. Assessed on 20 July 2021
  18. Hooman, F. (2019) Energy Systems Modeling Principles and Applications. © Springer Nature Singapore Pte Ltd. 2019
  19. Hu, G., Ma, X., Ji, J. (2019) Scenarios and policies for sustainable urban energy development based on LEAP model – A case study of a postindustrial city: Shenzhen China. Applied Energy, 238, 876-886. https://doi.org/10.1016/j.apenergy.2019.01.162
  20. IPCC (2021) Summary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pi-rani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T. K. Maycock, T. Waterfield, O. Yelekçi, R. Yu and B. Zhou (eds.)]. Cambridge University Press. In Press
  21. Klungboonkrong, P., Jaensirisak, S., and Satiennam, T. (2017) Potential performance of urban land use and transport strategies in reducing greenhouse gas emissions: Khon Kaen case study, Thailand. International Journal of Sustainable Transportation 11, 36-48. https://doi.org/10.1080/15568318.2015.1106249
  22. Lunsamrong, C., Tippichai, A. (2022) Energy Demand Modeling for the Eastern Economic Corridor of Thailand: A Case Study of Rayong Province. International Journal of Energy Economics and Policy, 12(2), 497–501. https://doi.org/10.32479/ijeep.12884
  23. Ministry of Energy (MOEN) (2020) Provincial Thai Energy Data. https://data.energy.go.th/. Assessed on 20 July 2021
  24. Ministry of Foreign Affairs of Thailand (MFA) (2018) Thailand's Voluntary National Review on the Implementation of the 2030 Agenda for Sustainable Development 2018. https://image.mfa.go.th/mfa/0/wmuEa8nR2N/VNRs/VNR_2018_(English_version)_for_e-book.pdf. Accessed on 9 June 2022
  25. Ministry of Natural Resources and Environment (MONRE) (2021) Thailand's Mid-century, Long-term Low Greenhouse Gas Emission Development Strategy, submitted under the Paris Agreement. https://unfccc.int/sites/default/files/resource/Thailand_LTS1.pdf. Accessed on 26 June 2022
  26. Misila, P., Winyuchakrit, P., Limmeechokchai, B. (2020) Thailand's long-term GHG emission reduction in 2050: the achievement of renewable energy and energy efficiency beyond the NDC. Heliyon 6, e05720. https://doi.org/10.1016/j.heliyon.2020.e05720
  27. Nakhon Ratchasima City, GEF, TGO, and UNDP (2020) Low Carbon Sustainable Urban Development Plan, Nakhon Ratchasima Municipality
  28. Nakhon Ratchasima Province (2020) Smart City Development Plan, Nakhon Ratchasima. https://www2.nakhonratchasima.go.th/files/com_form_template/2020-06_592b252e467ebfb.pdf. Accessed on 26 June 2022
  29. Nakhon Ratchasima Province (2022) Action plan of Nakhon Ratchasima Province fiscal year 2023. https://www2.nakhonratchasima.go.th/files/com_ebook_strategy/2022-10_f2f00e738d93ab1.pdf. Accessed on 26 June 2022
  30. Office of Natural Resources and Environmental Policy and Planning (ONEP), Ministry of Natural Resources and Environment (2021) Thailand’s NDC Roadmap on Mitigation (2021-2030). https://climate.onep.go.th/wp-content/uploads/2019/07/NDC-Roadmap-for-Printing.pdf. Accessed on 26 June 2022
  31. Office of the National Economic and Social Development Board (NESDC) (2017) National Strategy 2018-2037. http://nscr.nesdb.go.th/wp-content/uploads/2019/10/National-Strategy-Eng-Final-25-OCT-2019.pdf. Accessed on 3 June 2022
  32. Office of the National Economic and Social Development Council (NESDC) (2016) The Twelfth National Economic and Social Development Plan. https://www.nesdc.go.th/nesdb_en/ewt_dl_link.php?nid=4345. Accessed on 19 June 2022
  33. Office of the National Economic and Social Development Council (NESDC) (2019) Gross Regional and Provincial Product Chain Volume Measure 2019 Edition. https://www.nesdc.go.th/nesdb_en/ewt_w3c/ewt_dl_link.php?nid=4317. Accessed on 20 July 2021
  34. Office of Transport and Traffic Policy and Planning (OTP) (2017) A Study on Traffic and Public Transport Development Master Plan in Nakhon Ratchasima City. Final Report. October 2017
  35. Pongthanaisawan, J. and Sorapipatanaand Sorapipatana, C. (2010) Relationship between level of economic development and motorcycle and car ownerships and their impacts on fuel consumption and greenhouse gas emission in Thailand. Renewable and Sustainable Energy Reviews 14(9). 2966-2975. https://doi.org/10.1016/j.rser.2010.07.034
  36. Pongthanaisawan, J., Wangjiraniran, W., & Nakapreecha, N. (2023) Thailand Energy Scenarios: Pathways towards Carbon Neutrality 2050. International Journal of Energy Economics and Policy, 13(1), 489–500. https://doi.org/10.32479/ijeep.13884
  37. Ritchie, H., Roser, M. (2018) Urbanization. https://ourworldindata.org/urbanization. Accessed on 3 June 2022
  38. Sillaparcharn, P. (2007) Vehicle Ownership and Trip Generation Modelling: A Case Study of Thailand. IATSS Research 31(2), 17-25. https://doi.org/10.1016/S0386-1112(14)60218-1
  39. Sutabutr, T. (2016) Role of Energy Efficiency in Long Term Energy Planning. Presented at APERC Annual Conference 2016, 25 May 2016, Tokyo, Japan. https://aperc.or.jp/file/2016/6/8/S1-4_Twarath.pdf. Accessed on 20 June 2022
  40. UNDP/GEF and TGO (2020) UNDP-GEF Midterm Review - Achieving Low Carbon Growth in Cities through Sustainable Urban Systems Management in Thailand. Final Report, 19 April 2020
  41. UNFCCC (2015) Adoption of the Paris Agreement, 21st Conference of the Parties, Paris: United Nations
  42. United Nations (2022) Generating power. Available online at https://www.un.org/en/climatechange/climate-solutions/cities-pollution#. Accessed on 3 June 2022
  43. Wangjiraniran W., Pongthanaisawan J., Junlakarn S. and Phadungsri D. (2017) Scenario Analysis of Disruptive Technology Penetration on the Energy System in Thailand. Energy Procedia 142, 2661–2668. https://doi.org/10.1016/j.egypro.2017.12.208
  44. Wu, T., Zhao, H., and Ou, X. (2014) Vehicle Ownership Analysis Based on GDP per Capita in China: 1963–2050. Sustainability 6(8), 4877-4899. https://doi.org/10.3390/su6084877

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