A Strategic Plan for Renewable Energy Transition in a Coal Dependent Region using Participatory Backcasting: The Case of South Kalimantan Province in Indonesia
Main Article Content
Abstract
In this study participatory backcasting was refined to combine the use of existing visions in combination with stakeholder engagement and road-mapping and applied to the regional energy transition in Indonesia’s South Kalimantan Province, where the gross regional domestic product strongly depends on coal mining. Based on document analysis, interviews, consultations, and a focus group discussion, we determined necessary changes, driving factors and challenges, and co-created a roadmap towards the preferred Nett Zero Emission vision. The roadmap proposes: (1) to increase the capacity of renewable energy, particularly wind and solar, along with battery energy storage systems; (2) to transform economic activities currently based on coal towards bioenergy hubs and to build a regional economy based on renewable energy; (3) to enhance the quality of data on renewable energy potential, power grid flexibility, and variable renewable plants, and (4) to shift culture and behaviour towards energy saving, energy communities, electrification of lifestyles, and the use of renewable energy in industry. Our study contributes to the literature on participatory backcasting by a case on the clean energy transition in fossil fuel-rich nations in the Global South and advances backcasting by using existing visions instead of generating one or several new visions.
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References
[1] Akizu O, Urkidi L, Bueno G, Lago R, Barcena I, Mantxo M, et al., Tracing the emerging energy transitions in the Global North and the Global South. Int J Hydrogen Energy. (2017);42(28):18045-63. https://doi.org/10.1016/j.ijhydene.2017.04.297.
[2] Nepal R, Jamasb T, Caught between theory and practice: Government, market, and regulatory failure in electricity sector reforms. Econ Anal Policy. (2015);46:16-24. https://doi.org/10.1016/j.eap.2015.03.001.
[3] Nem Singh J, Chen GC, State-owned enterprises and the political economy of state–state relations in the developing world. Third World Q. (2018);39(6):1077-97. https://doi.org/10.1080/01436597.2017.1333888.
[4] Østergaard PA, Johannsen RM, Energy Transition in the global South – Editorial. Int J Sustainable Energy Plann Manage. (2022);35:1-4. https://doi.org/10.54337/ijsepm.7393.
[5] Al Irsyad MI, Halog AB, Nepal R, Koesrindartoto DP, Selecting Tools for Renewable Energy Analysis in Developing Countries: An Expanded Review. Front Energy Res. (2017);5(34). https://doi.org/10.3389/fenrg.2017.00034.
[6] Al Hasibi RA, Multi-objective analysis of sustainable generation expansion planning based on renewable energy potential: A case study of Bali Province of Indonesia. Int J Sustainable Energy Plann Manage. (2021);31:189-210. http://doi.org/10.5278/ijsepm.6474.
[7] Sani K, Siallagan M, Putro US, Mangkusubroto K, Indonesia energy mix modelling using system dynamics. Int J Sustainable Energy Plann Manage. (2018);18:29-51. http://dx.doi.org/10.5278/ijsepm.2018.18.3.
[8] Weijermars R, Taylor P, Bahn O, Das SR, Wei Y-M, Review of models and actors in energy mix optimization–can leader visions and decisions align with optimum model strategies for our future energy systems? Energy Strategy Rev. (2012);1(1):5-18. https://doi.org/10.1016/j.esr.2011.10.001.
[9] Amelia S, Pradono P, Rahayu HP, Kombaitan B, Post-Modern Planning Theory: the New era of Indonesia Energy Planning. Revista de Gestão Social e Ambiental. (2024);18(7):18. https://doi.org/10.24857/rgsa.v18n7-106.
[10] Robinson J, Burch S, Talwar S, O'Shea M, Walsh M, Envisioning sustainability: Recent progress in the use of participatory backcasting approaches for sustainability research. Technol Forecasting Social Change. (2011);78(5):756-68. https://doi.org/10.1016/j.techfore.2010.12.006.
[11] Quist J, Backcasting and scenarios for sustainable technology development. Handbook of sustainable engineering: Springer; 2013. p. 749-71. https://doi.org/10.1007/978-1-4020-8939-8_52.
[12] Kishita Y, Höjer M, Quist J, Consolidating backcasting: A design framework towards a users’ guide. Technol Forecasting Social Change. (2024);202(123285):13. https://doi.org/10.1016/j.techfore.2024.123285.
[13] Quist J, Backcasting. In: Duin Pvd, editor. Foresight in Organizations: Methods and Tools. London, UK: Routledge; 2016. p. 125-43. https://doi.org/10.4324/9781315728513.
[14] Robinson JB, Energy backcasting A proposed method of policy analysis. Energy policy. (1982);10(4):337-44. https://doi.org/10.1016/0301-4215(82)90048-9.
[15] Lovins AB, Energy strategy: the road not taken. Foreign Aff. (1976);55. https://doi.org/10.2307/20039628.
[16] Van der Voorn T, Quist J, Svenfelt Å, Kok K, Hickman R, Sheppard S, et al., Advancing participatory backcasting for climate change adaptation planning using 10 cases from 3 continents. Clim Risk Manage. (2023);42:100559. https://doi.org/10.1016/j.crm.2023.100559.
[17] Vergragt PJ, Quist J, Backcasting for sustainability: Introduction to the special issue. Elsevier; 2011. p. 747-55. https://doi.org/10.1016/j.techfore.2011.03.010.
[18] Quist J, Vergragt P, Past and future of backcasting: The shift to stakeholder participation and a proposal for a methodological framework. Futures. (2006);38(9):1027-45. https://doi.org/10.1016/j.futures.2006.02.010.
[19] Gunawan J, Alifia T, Fraser K, Achieving renewable energy targets: The impact of residential solar PV prosumers in Indonesia. Int J Sustainable Energy Plann Manage. (2021);32:111-24. http://doi.org/10.5278/ijsepm.6314.
[20] Quist J, Backcasting for a sustainable future: the impact after 10 years [PhD Thesis]. Delft, the Netherlands: TU Delft, 2007. https://repository.tudelft.nl/islandora/object/uuid:bd642b6a-17c7-4284-8be7-10be10dc336c/datastream/OBJ/download
[21] Al Irsyad MI, Quist J, Backcasting for Net Zero Emission and Energy Transitions: A Systematic Literature Review. Futures. (2025);(Under review).
[22] BP, BP Statistical Review of World Energy June 2022. London, UK: British Petroleum (BP); 2022. https://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-world-energy/downloads.html
[23] Intracen, List of importing markets for the product exported by Indonesia in 2021 - Product: 2701 Coal; briquettes, ovoids and similar solid fuels manufactured from coal. Geneva, Switzerland: International Trade Centre (Intracen); 2022. http://www.intracen.org/
[24] MEMR, Handbook of Energy & Economic Statistics of Indonesia 2022. In: (MEMR) MoEaMR, editor. Jakarta, Indonesia2023. https://www.esdm.go.id/en/publication/handbook-of-energy-economic-statistics-of-indonesia-heesi
[25] Fitriana I, Warsito B, Hilmawan E, Santosa J, The Optimization of Power Generation Mix to Achieve Net Zero Emission Pathway in Indonesia without Specific Time Target. Int J Sustainable Energy Plann Manage. (2024);41:5-19. https://doi.org/10.54337/ijsepm.8263.
[26] Al Hasibi RA, Hadi SP, An Integrated Renewable Energy System for the Supply of Electricity and Hydrogen Energy for Road Transportation Which Minimizes Greenhouse Gas Emissions. Int J Sustainable Energy Plann Manage. (2022);35:65-82. https://doi.org/10.54337/ijsepm.7039.
[27] Siregar YI, Ranking of energy sources for sustainable electricity generation in Indonesia: A participatory multi-criteria analysis. Int J Sustainable Energy Plann Manage. (2022);35:45-64. https://doi.org/10.54337/ijsepm.7241.
[28] PGSK, Rencana Umum Energi Daerah (RUED) Provinsi Kalimantan Selatan/ The General Plan for Regional Energy of South Kalimantan. Banjarmasin, Indonesia: Provincial Government of South Kalimantan (PGSK); 2020. p. 103. https://peraturan.bpk.go.id/Details/168814/perda-prov-kalimantan-selatan-no-1-tahun-2020
[29] Al Irsyad MI, Quist J, Blok K, Rahayu HP, Langer J, Aryantha INP, et al., Clean Energy Transition in South Kalimantan: Energy Planning Using Participatory Backcasting. Delft, the Netherlands: Delft University of Technology 2025. p. 119. https://doi.org/10.13140/RG.2.2.32192.44803.
[30] Krewitt W, Simon S, Graus W, Teske S, Zervos A, Schäfer O, The 2 °C scenario—A sustainable world energy perspective. Energy Policy. (2007);35(10):4969-80. https://doi.org/10.1016/j.enpol.2007.04.034.
[31] Bataille C, Waisman H, Colombier M, Segafredo L, Williams J, Jotzo F, The need for national deep decarbonization pathways for effective climate policy. Clim Policy. (2016);16(sup1):S7-S26. https://doi.org/10.1080/14693062.2016.1173005.
[32] Supapo KRM, Lozano L, Tabañag IDF, Querikiol EM, A Backcasting Analysis toward a 100% Renewable Energy Transition by 2040 for Off-Grid Islands. Energies. (2022);15(13):4794. https://doi.org/10.3390/en15134794.
[33] Godínez-Zamora G, Victor-Gallardo L, Angulo-Paniagua J, Ramos E, Howells M, Usher W, et al., Decarbonising the transport and energy sectors: Technical feasibility and socioeconomic impacts in Costa Rica. Energy Strategy Rev. (2020);32:100573. https://doi.org/10.1016/j.esr.2020.100573.
[34] Chan H-Y, Sopian K, Transitioning to a high renewable net-zero power generation system in Malaysia. Phil Trans R Soc A. (2022);380(2221):20210132. https://doi.org/10.1098/rsta.2021.0132.
[35] Phdungsilp A, Wuttipornpun T, Analyses of the decarbonizing Thailand's energy system toward low-carbon futures. Renew Sustain Energy Rev. (2013);24:187-97. https://doi.org/10.1016/j.rser.2013.03.050.
[36] Ali G, Abbas S, Pan Y, Chen Z, Hussain J, Sajjad M, et al., Urban environment dynamics and low carbon society: multi-criteria decision analysis modeling for policy makers. Sustain Cities Soc. (2019);51:101763. https://doi.org/10.1016/j.scs.2019.101763.
[37] Mohammed MSH, Alhawsawi A, Soliman AY, An Integrated Approach to the Realization of Saudi Arabia’s Energy Sustainability. Sustainability. (2020);13(1):205. https://doi.org/10.3390/su13010205.
[38] Zhuo Z, Zhang N, Hou Q, Du E, Kang C, Backcasting Technical and Policy Targets for Constructing Low-Carbon Power Systems. IEEE Trans Power Syst. (2022);37(6):4896-911. https://doi.org/10.1109/TPWRS.2022.3150040.
[39] Iweh CD, Ayuketah YJA, Gyamfi S, Tanyi E, Effah-Donyina E, Diawuo FA, Driving the clean energy transition in Cameroon: A sustainable pathway to meet the Paris climate accord and the power supply/demand gap. Front Sustain Cities. (2023);5. https://doi.org/10.3389/frsc.2023.1062482.
[40] Alvial-Palavicino C, Opazo-Bunster J, Looking back to go forward? The interplay between long-term futures and political expectations in sustainability transitions in Chile. Futures. (2018);104:61-74. https://doi.org/10.1016/j.futures.2018.07.005.
[41] Atabaki MS, Mohammadi M, A Novel Model for Backcasting the Environmental Sustainability in Iran's Electricity Supply Mix. Conference A Novel Model for Backcasting the Environmental Sustainability in Iran's Electricity Supply Mix. IEEE, p. 423-6. https://doi.org/10.1109/ICEE52715.2021.9544346.
[42] Mohammed S, Desha C, Goonetilleke A, Ravetz J, Narrative futures of a low carbon transition for hydrocarbon rentier states: Case of Qatar. Futures. (2022);143:103021. https://doi.org/10.1016/j.futures.2022.103021.
[43] Giurco D, Cohen B, Langham E, Warnken M, Backcasting energy futures using industrial ecology. Technol Forecasting Social Change. (2011);78(5):797-818. https://doi.org/10.1016/j.techfore.2010.09.004.
[44] Quist J, Thissen W, Vergragt PJ, The impact and spin-off of participatory backcasting: From vision to niche. Technol Forecasting Social Change. (2011);78(5):883-97. https://doi.org/10.1016/j.techfore.2011.01.011.
[45] PLN, Rencana Usaha Penyediaan Tenaga Listrik (RUPTL) PT PLN (Persero) 2021 - 2030. Jakarta, Indonesia: Perusahaan Listrik Negara (PLN); 2021. https://web.pln.co.id/stakeholder/ruptl
[46] DEA, EA, South Kalimantan Regional Energy Outlook. Jakarta, Indonesia: Danish Energy Agency (DEA) & Energy Analyses (EA); 2019. p. 59. https://ens.dk/sites/ens.dk/files/Globalcooperation/Publications_reports_papers/south_kalimantan_reo.pdf
[47] Pramudya, Al Irsyad MI, Phoumin H, Nepal R, The Role of Battery Energy Storage Systems and Market Integration in Indonesia’s Zero Emission Vision. Large-Scale Development of Renewables in the ASEAN: Economics, Technology and Policy: Springer; 2024. p. 121-43. https://doi.org/10.1007/978-981-99-8239-4_6.
[48] Wangel J, Exploring social structures and agency in backcasting studies for sustainable development. Technol Forecasting Social Change. (2011);78(5):872-82. https://doi.org/10.1016/j.techfore.2011.03.007.
[49] PLN, PLN’s Statistics 2016. Jakarta: PT Perusahaan Listrik Negara (PLN); 2017. https://web.pln.co.id/stakeholder/laporan-statistik
[50] MEMR, Statistik Ketenagalistrikan 2023. In: (MEMR) MoEaMR, editor. Jakarta, Indonesia2024. https://gatrik.esdm.go.id/assets/uploads/download_index/files/e6394-buku-statistik-ketenagalistrikan-2023-esdm-revised.pdf
[51] Setyowati AB, Quist J, Contested transition? Exploring the politics and process of regional energy planning in Indonesia. Energy Policy. (2022);165:112980. https://doi.org/10.1016/j.enpol.2022.112980.
[52] BPS, Provinsi Kalimantan Selatan Dalam Angka (Kalimantan Selatan Province in Figures) 2023. In: Selatan BPSBPK, editor. Banjarmasin, Indonesia: Badan Pusat Statistik (BPS) Provinsi Kalimantan Selatan; 2023. https://kalsel.bps.go.id/
[53] GOI, Presidential Decree Number 22 of 2017 on the National Energy General Plan Jakarta, Indonesia: Government of Indonesia (GOI); 2017. https://jdih.esdm.go.id/peraturan/Perpres%2022%20Tahun%202017.pdf
[54] MEMR, Peta Potensi EBT Provinsi Kalimantan Selatan. Ministry of Energy and Mineral Resources; 2021.
[55] Langer J, Simanjuntak S, Pfenninger S, Laguna AJ, Lavidas G, Polinder H, et al., How offshore wind could become economically attractive in low-resource regions like Indonesia. Iscience. (2022);25(9). https://doi.org/10.1016/j.isci.2022.104945.
[56] Langer J, Zaaijer M, Quist J, Blok K, Introducing site selection flexibility to technical and economic onshore wind potential assessments: New method with application to Indonesia. Renewable Energy. (2023);202:320-35. https://doi.org/10.1016/j.renene.2022.11.084.
[57] Langer J, Kwee Z, Zhou Y, Isabella O, Ashqar Z, Quist J, et al., Geospatial analysis of Indonesia's bankable utility-scale solar PV potential using elements of project finance. Energy. (2023);283:128555. https://doi.org/10.1016/j.energy.2023.128555.
[58] Langer J, Quist J, Blok K, Review of renewable energy potentials in Indonesia and their contribution to a 100% renewable electricity system. Energies. (2021);14(21):7033.
[59] GOI, Law Number 30 of 2007 on Energy. Jakarta: Government of Indonesia (GOI); 2007. https://peraturan.bpk.go.id/Details/39928/uu-no-30-tahun-2007
[60] GOI, Undang-undang Nomor 30 Tahun 2009 tentang Ketenagalistrikan (Law Number 30 Year 2009 on Electricity). In: (GOI) GoI, editor. Jakarta, Indonesia: Government of Indonesia (GOI); 2009. https://peraturan.bpk.go.id/Details/38767
[61] GOI, Undang-undang Nomor 11 Tahun 2020 tentang Cipta Kerja (Law Number 11 Year 2020 on Job Creation). In: (GOI) GoI, editor. Jakarta, Indonesia: Government of Indonesia (GOI); 2009. https://peraturan.bpk.go.id/Details/149750/uu-no-11-tahun-2020
[62] GOI, Law Number 16 of 2016 on the Ratification of the Paris Agreement to the United Nations Framework Conuention on Climate Change. Jakarta, Indonesia: Government of Indonesia (GOI); 2016. https://peraturan.bpk.go.id/Details/37573
[63] MEF, Indonesia Long-Term Strategy for Low Carbon and Climate Resilience 2050 (Indonesia LTS-LCCR 2050). Jakarta, Indonesia: Ministry of Environment and Forestry (MEF); 2021. p. 156. https://unfccc.int/sites/default/files/resource/Indonesia_LTS-LCCR_2021.pdf
[64] JETP Indonesia, Rencana Investasi dan Kebijakan Komprehensif (Comprehensive Investment and Policy Plan). Jakarta, Indonesia: Just Energy Transition Partnership (JETP) Indonesia; 2024. https://jetp-id.org/storage/official-jetp-cipp-2023-vshare_f_id.pdf
[65] Rahayu HP, Alim AHFS, Blok K, Nasu S, Mangkoesoebroto G, Recognizing social forestry's role in bioenergy optimization through geospatial fuzzy-multicriteria analysis. Energy Sustainable Dev. (2024);83:101566. https://doi.org/10.1016/j.esd.2024.101566. https://www.sciencedirect.com/science/article/pii/S0973082624001923
[66] Nurliyanti V, Anggono T, Romandhi Q, Astrini N, Al Irsyad MI, Survey-based Policies to Integrate Local Lamp Manufacturer Interests and Energy Efficiency in Indonesia. Conference Survey-based Policies to Integrate Local Lamp Manufacturer Interests and Energy Efficiency in Indonesia. IEEE, p. 418-23. https://doi.org/10.1109/EPEC56903.2022.10000131.
[67] Pandyaswargo AH, Wibowo AD, Onoda H, Socio-techno-economic assessment to design an appropriate renewable energy system for remote agricultural communities in developing countries. Sustain Prod Consum. (2022);31:492-511. https://doi.org/10.1016/j.spc.2022.03.009.
[68] PGSK, Laporan Kinerja Tahun 2024. Banjarmasin, Indonesia: Energy and Mineral Resource Office, Provincial Government of South Kalimantan (PGSK); 2024. p. 274. https://desdm.kalselprov.go.id/wlogin/lb/INS0125_lap_20250122.101930.pdf
[69] Lu W, Cao Q, Xu B, Adidharma H, Gasem K, Argyle M, et al., A new approach of reduction of carbon dioxide emission and optimal use of carbon and hydrogen content for the desired syngas production from coal. J Clean Prod. (2020);265:121786. https://doi.org/10.1016/j.jclepro.2020.121786.
[70] Zhao Y, Zhao Y, Yi Q, Li T, Wang J, Bao W, et al., Highly flexible and energy-efficient process for converting coke-oven gas and pulverized coke into methanol and ammonia using chemical looping technology. Energy Convers Manag. (2021);248:114796. https://doi.org/10.1016/j.enconman.2021.114796.
[71] Spencer W, Senanayake G, Altarawneh M, Ibana D, Nikoloski AN, Review of the effects of coal properties and activation parameters on activated carbon production and quality. Miner Eng. (2024);212:108712. https://doi.org/10.1016/j.mineng.2024.108712.
[72] Talan D, Huang Q, A review study of rare Earth, Cobalt, Lithium, and Manganese in Coal-based sources and process development for their recovery. Miner Eng. (2022);189:107897. https://doi.org/10.1016/j.mineng.2022.107897.
[73] Schmidt J, De Rosa M, Certified palm oil reduces greenhouse gas emissions compared to non-certified. J Clean Prod. (2020);277:124045. https://doi.org/10.1016/j.jclepro.2020.124045.
[74] Santika T, Wilson KA, Law EA, St John FAV, Carlson KM, Gibbs H, et al., Impact of palm oil sustainability certification on village well-being and poverty in Indonesia. Nat Sustain. (2021);4(2):109-19. https://doi.org/10.1038/s41893-020-00630-1.
[75] PLN, Rencana Usaha Penyediaan Tenaga Listrik (RUPTL) PT PLN (Persero) 2025 - 2034. Jakarta, Indonesia: Perusahaan Listrik Negara (PLN); 2025. https://web.pln.co.id/statics/uploads/2025/06/b967d-ruptl-pln-2025-2034-pub-.pdf
[76] Vega–Garita V, Alpizar–Gutierrez V, Calderon–Obaldia F, Núñez–Mata O, Arguello A, Immonen E, Iterative sizing methodology for photovoltaic plants coupled with battery energy storage systems to ensure smooth power output and power availability. Energy Conversion and Management: X. (2024);24:100716. https://doi.org/10.1016/j.ecmx.2024.100716.
[77] Zhang J, Lucia LD, A transition perspective on alternatives to coal in Chinese district heating. Int J Sustainable Energy Plann Manage. (2015);6(0):49-69. https://doi.org/10.5278/ijsepm.2015.6.5.
[78] Waenn A, Connolly D, Ó Gallachóir B, Investigating 100% renewable energy supply at regional level using scenario analysis. Int J Sustainable Energy Plann Manage. (2014);3(0):21-32. https://doi.org/10.5278/ijsepm.2014.3.3.