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A review of socio-technical energy transition (STET) models

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  1. Hoicka, Christina E. & Graziano, Marcello & Willard-Stepan, Maya & Zhao, Yuxu, 2025. "Insights to accelerate place-based at scale renewable energy landscapes: An analytical framework to typify the emergence of renewable energy clusters along the energy value chain," Applied Energy, Elsevier, vol. 377(PC).
  2. Graciela del Carmen Nava Guerrero & Gijsbert Korevaar & Helle Hvid Hansen & Zofia Lukszo, 2019. "Agent-Based Modeling of a Thermal Energy Transition in the Built Environment," Energies, MDPI, vol. 12(5), pages 1-25, March.
  3. McGookin, Connor & Ó Gallachóir, Brian & Byrne, Edmond, 2021. "Participatory methods in energy system modelling and planning – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
  4. Martínez-Jaramillo, Juan Esteban & van Ackere, Ann & Larsen, Erik, 2023. "Long term impacts of climate change on the transition towards renewables in Switzerland," Energy, Elsevier, vol. 263(PE).
  5. Paredes-Vergara, Matías & Palma-Behnke, Rodrigo & Haas, Jannik, 2024. "Characterizing decision making under deep uncertainty for model-based energy transitions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
  6. Chang, Miguel & Thellufsen, Jakob Zink & Zakeri, Behnam & Pickering, Bryn & Pfenninger, Stefan & Lund, Henrik & Østergaard, Poul Alberg, 2021. "Trends in tools and approaches for modelling the energy transition," Applied Energy, Elsevier, vol. 290(C).
  7. Gazull, Laurent & Gautier, Denis & Montagne, Pierre, 2019. "Household energy transition in Sahelian cities: An analysis of the failure of 30 years of energy policies in Bamako, Mali," Energy Policy, Elsevier, vol. 129(C), pages 1080-1089.
  8. Ernst, Anna & Biß, Klaus H. & Shamon, Hawal & Schumann, Diana & Heinrichs, Heidi U., 2018. "Benefits and challenges of participatory methods in qualitative energy scenario development," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 245-257.
  9. Odenweller, Adrian, 2022. "Climate mitigation under S-shaped energy technology diffusion: Leveraging synergies of optimisation and simulation models," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  10. Fodstad, Marte & Crespo del Granado, Pedro & Hellemo, Lars & Knudsen, Brage Rugstad & Pisciella, Paolo & Silvast, Antti & Bordin, Chiara & Schmidt, Sarah & Straus, Julian, 2022. "Next frontiers in energy system modelling: A review on challenges and the state of the art," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
  11. An, Kangxin & Wang, Can & Cai, Wenjia, 2023. "Low-carbon technology diffusion and economic growth of China: an evolutionary general equilibrium framework," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 253-263.
  12. Bouw, Kathelijne & Noorman, Klaas Jan & Wiekens, Carina J. & Faaij, André, 2021. "Local energy planning in the built environment: An analysis of model characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
  13. Dominković, D.F. & Weinand, J.M. & Scheller, F. & D'Andrea, M. & McKenna, R., 2022. "Reviewing two decades of energy system analysis with bibliometrics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
  14. Claire Copeland & Britta Turner & Gareth Powells & Kevin Wilson, 2022. "In Search of Complementarity: Insights from an Exercise in Quantifying Qualitative Energy Futures," Energies, MDPI, vol. 15(15), pages 1-21, July.
  15. Haefner, Naomi & Parida, Vinit & Gassmann, Oliver & Wincent, Joakim, 2023. "Implementing and scaling artificial intelligence: A review, framework, and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  16. Florian Knobloch & Hector Pollitt & Unnada Chewpreecha & Vassilis Daioglou & Jean-Francois Mercure, 2017. "Simulating the deep decarbonisation of residential heating for limiting global warming to 1.5C," Papers 1710.11019, arXiv.org, revised May 2018.
  17. Bolwig, Simon & Bazbauers, Gatis & Klitkou, Antje & Lund, Peter D. & Blumberga, Andra & Gravelsins, Armands & Blumberga, Dagnija, 2019. "Review of modelling energy transitions pathways with application to energy system flexibility," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 440-452.
  18. Carbajo, Ruth & Cabeza, Luisa F., 2018. "Renewable energy research and technologies through responsible research and innovation looking glass: Reflexions, theoretical approaches and contemporary discourses," Applied Energy, Elsevier, vol. 211(C), pages 792-808.
  19. Pieter Valkering & Gönenç Yücel & Ernst Gebetsroither-Geringer & Karin Markvica & Erika Meynaerts & Niki Frantzeskaki, 2017. "Accelerating Transition Dynamics in City Regions: A Qualitative Modeling Perspective," Sustainability, MDPI, vol. 9(7), pages 1-20, July.
  20. Battisti, L., 2023. "Energy, power, and greenhouse gas emissions for future transition scenarios," Energy Policy, Elsevier, vol. 179(C).
  21. Paul Adrianus van Baal, 2020. "Effectiveness of a strategic energy reserve during the energy transition: The case of Switzerland," Competition and Regulation in Network Industries, , vol. 21(2), pages 65-90, June.
  22. Fattahi, A. & Sijm, J. & Faaij, A., 2020. "A systemic approach to analyze integrated energy system modeling tools: A review of national models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
  23. Michael Jedelhauser & Jonas Mehr & Claudia R. Binder, 2018. "Transition of the Swiss Phosphorus System towards a Circular Economy—Part 2: Socio-Technical Scenarios," Sustainability, MDPI, vol. 10(6), pages 1-19, June.
  24. Riasad Amin & Deepika Mathur & David Ompong & Kerstin K. Zander, 2024. "Integrating Social Aspects into Energy System Modelling Through the Lens of Public Perspectives: A Review," Energies, MDPI, vol. 17(23), pages 1-33, November.
  25. Royston, Sarah & Foulds, Chris & Pasqualino, Roberto & Jones, Aled, 2023. "Masters of the machinery: The politics of economic modelling within European Union energy policy," Energy Policy, Elsevier, vol. 173(C).
  26. Bjarnhedinn Gudlaugsson & Dana Abi Ghanem & Huda Dawood & Gobind Pillai & Michael Short, 2022. "A Qualitative Based Causal-Loop Diagram for Understanding Policy Design Challenges for a Sustainable Transition Pathway: The Case of Tees Valley Region, UK," Sustainability, MDPI, vol. 14(8), pages 1-49, April.
  27. Jonathan Köhler & Fjalar de Haan & Georg Holtz & Klaus Kubeczko & Enayat Moallemi & George Papachristos & Emile Chappin, 2018. "Modelling Sustainability Transitions: An Assessment of Approaches and Challenges," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(1), pages 1-8.
  28. Moallemi, Enayat A. & de Haan, Fjalar & Kwakkel, Jan & Aye, Lu, 2017. "Narrative-informed exploratory analysis of energy transition pathways: A case study of India's electricity sector," Energy Policy, Elsevier, vol. 110(C), pages 271-287.
  29. Cotterman, Turner & Small, Mitchell J. & Wilson, Stephen & Abdulla, Ahmed & Wong-Parodi, Gabrielle, 2021. "Applying risk tolerance and socio-technical dynamics for more realistic energy transition pathways," Applied Energy, Elsevier, vol. 291(C).
  30. Nicola Stocco & Francesco Gardona & Fulvio Biddau & Paolo Francesco Cottone, 2021. "Learning Processes and Agency in the Decarbonization Context: A Systematic Review through a Cultural Psychology Point of View," Sustainability, MDPI, vol. 13(18), pages 1-31, September.
  31. Tao, Zhenmin & Moncada, Jorge Andrés & Poncelet, Kris & Delarue, Erik, 2021. "Review and analysis of investment decision making algorithms in long-term agent-based electric power system simulation models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 136(C).
  32. Hof, Andries F. & van Vuuren, Detlef P. & Berkhout, Frans & Geels, Frank W., 2020. "Understanding transition pathways by bridging modelling, transition and practice-based studies: Editorial introduction to the special issue," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
  33. Femke J. M. M. Nijsse & Jean-Francois Mercure & Nadia Ameli & Francesca Larosa & Sumit Kothari & Jamie Rickman & Pim Vercoulen & Hector Pollitt, 2023. "The momentum of the solar energy transition," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  34. Martínez-Jaramillo, Juan Esteban & van Ackere, Ann & Larsen, Erik R., 2022. "Transitioning towards a 100% solar-hydro based generation: A system dynamic approach," Energy, Elsevier, vol. 239(PD).
  35. Knobloch, Florian & Pollitt, Hector & Chewpreecha, Unnada & Lewney, Richard & Huijbregts, Mark A.J. & Mercure, Jean-Francois, 2021. "FTT:Heat — A simulation model for technological change in the European residential heating sector," Energy Policy, Elsevier, vol. 153(C).
  36. John Sherwood & Michael Carbajales-Dale & Becky Roselius Haney, 2020. "Putting the Biophysical (Back) in Economics: A Taxonomic Review of Modeling the Earth-Bound Economy," Biophysical Economics and Resource Quality, Springer, vol. 5(1), pages 1-20, March.
  37. Nava-Guerrero, Graciela-del-Carmen & Hansen, Helle Hvid & Korevaar, Gijsbert & Lukszo, Zofia, 2021. "The effect of group decisions in heat transitions: An agent-based approach," Energy Policy, Elsevier, vol. 156(C).
  38. van Dijk, Mathilde & Goedegebure, Robert & Nap, Jan-Peter, 2024. "Public acceptance of biomass for bioenergy: The need for feedstock differentiation and communicating a waste utilization frame," Renewable and Sustainable Energy Reviews, Elsevier, vol. 202(C).
  39. Felder, F.A. & Kumar, P., 2021. "A review of existing deep decarbonization models and their potential in policymaking," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
  40. Rhodes, Ekaterina & Hoyle, Aaron & McPherson, Madeleine & Craig, Kira, 2022. "Understanding climate policy projections: A scoping review of energy-economy models in Canada," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
  41. Kraan, O. & Kramer, G.J. & Nikolic, I., 2018. "Investment in the future electricity system - An agent-based modelling approach," Energy, Elsevier, vol. 151(C), pages 569-580.
  42. József Kádár & Martina Pilloni & Tareq Abu Hamed, 2023. "A Survey of Renewable Energy, Climate Change, and Policy Awareness in Israel: The Long Path for Citizen Participation in the National Renewable Energy Transition," Energies, MDPI, vol. 16(5), pages 1-16, February.
  43. Lamperti, F. & Dosi, G. & Napoletano, M. & Roventini, A. & Sapio, A., 2020. "Climate change and green transitions in an agent-based integrated assessment model," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
  44. Marinakis, Yorgos D. & Walsh, Steven T. & White, Reilly, 2024. "What is the relationship between sociotechnical transition and disruptive innovations?," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
  45. al Irsyad, M. Indra & Halog, Anthony & Nepal, Rabindra, 2018. "Estimating the impacts of financing support policies towards photovoltaic market in Indonesia: A social-energy-economy-environment (SE3) model simulation," Working Papers 2018-09, University of Tasmania, Tasmanian School of Business and Economics.
  46. Vögele, Stefan & Hansen, Patrick & Poganietz, Witold-Roger & Prehofer, Sigrid & Weimer-Jehle, Wolfgang, 2017. "Building scenarios for energy consumption of private households in Germany using a multi-level cross-impact balance approach," Energy, Elsevier, vol. 120(C), pages 937-946.
  47. Zhang, L.P. & Zhou, P., 2024. "Reassessing energy security risk incorporating external shock: A variance-based composite indicator approach," Applied Energy, Elsevier, vol. 358(C).
  48. Fabian Scheller & Frauke Wiese & Jann Michael Weinand & Dominik Franjo Dominkovi'c & Russell McKenna, 2021. "An expert survey to assess the current status and future challenges of energy system analysis," Papers 2106.15518, arXiv.org.
  49. Debora Sarno & Pierluigi Siano, 2022. "Exploring the Adoption of Service-Dominant Logic as an Integrative Framework for Assessing Energy Transitions," Sustainability, MDPI, vol. 14(15), pages 1-26, August.
  50. Hofbauer, Leonhard & McDowall, Will & Pye, Steve, 2022. "Challenges and opportunities for energy system modelling to foster multi-level governance of energy transitions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
  51. Md. Nasimul Islam Maruf, 2019. "Sector Coupling in the North Sea Region—A Review on the Energy System Modelling Perspective," Energies, MDPI, vol. 12(22), pages 1-35, November.
  52. Chappin, Emile J.L. & Schleich, Joachim & Guetlein, Marie-Charlotte & Faure, Corinne & Bouwmans, Ivo, 2022. "Linking of a multi-country discrete choice experiment and an agent-based model to simulate the diffusion of smart thermostats," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  53. Auke Hoekstra & Maarten Steinbuch & Geert Verbong, 2017. "Creating Agent-Based Energy Transition Management Models That Can Uncover Profitable Pathways to Climate Change Mitigation," Complexity, Hindawi, vol. 2017, pages 1-23, December.
  54. Cotterman, Turner, 2019. "Why Rapid and Deep Decarbonization isn’t Simple: Linking Bottom-up Socio-technical Decision-making Insights with Top-down Macroeconomic Analyses," Conference papers 333088, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
  55. al Irsyad, Muhammad Indra & Halog, Anthony & Nepal, Rabindra, 2019. "Renewable energy projections for climate change mitigation: An analysis of uncertainty and errors," Renewable Energy, Elsevier, vol. 130(C), pages 536-546.
  56. Chambers, Jonathan & Zuberi, M.J.S. & Streicher, K.N. & Patel, Martin K., 2021. "Geospatial global sensitivity analysis of a heat energy service decarbonisation model of the building stock," Applied Energy, Elsevier, vol. 302(C).
  57. Pearce, Phoebe & Slade, Raphael, 2018. "Feed-in tariffs for solar microgeneration: Policy evaluation and capacity projections using a realistic agent-based model," Energy Policy, Elsevier, vol. 116(C), pages 95-111.
  58. Wen, Xin & Jaxa-Rozen, Marc & Trutnevyte, Evelina, 2023. "Hindcasting to inform the development of bottom-up electricity system models: The cases of endogenous demand and technology learning," Applied Energy, Elsevier, vol. 340(C).
  59. Ajay Gambhir & Isabela Butnar & Pei-Hao Li & Pete Smith & Neil Strachan, 2019. "A Review of Criticisms of Integrated Assessment Models and Proposed Approaches to Address These, through the Lens of BECCS," Energies, MDPI, vol. 12(9), pages 1-21, May.
  60. Stermieri, L. & Kober, T. & McKenna, R. & Schmidt, T.J. & Panos, E., 2024. "The role of digital social practices and technologies in the Swiss energy transition towards net-zero carbon dioxide emissions in 2050," Energy Policy, Elsevier, vol. 193(C).
  61. Daniela Vîrjan & Claudia Rodica Popescu & Iuliana Pop & Delia Popescu, 2023. "Energy Transition and Sustainable Development at the Level of the European Union," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(63), pages 429-429, April.
  62. McGarry, Connor & Dixon, James & Flower, Jack & Bukhsh, Waqquas & Brand, Christian & Bell, Keith & Galloway, Stuart, 2024. "Electrified heat and transport: Energy demand futures, their impacts on power networks and what it means for system flexibility," Applied Energy, Elsevier, vol. 360(C).
  63. Tobias Witt & Matthias Klumpp, 2021. "Multi-Period Multi-Criteria Decision Making under Uncertainty: A Renewable Energy Transition Case from Germany," Sustainability, MDPI, vol. 13(11), pages 1-20, June.
  64. Lee, Yujin & Liao, Chuan, 2024. "Upholding household agency in climate mitigation and socio-technical energy transition in Ethiopia," Energy Policy, Elsevier, vol. 188(C).
  65. David Huckebrink & Valentin Bertsch, 2021. "Integrating Behavioural Aspects in Energy System Modelling—A Review," Energies, MDPI, vol. 14(15), pages 1-26, July.
  66. Vögele, Stefan & Poganietz, Witold-Roger & Kleinebrahm, Max & Weimer-Jehle, Wolfgang & Bernhard, Jesse & Kuckshinrichs, Wilhelm & Weiss, Annika, 2022. "Dissemination of PV-Battery systems in the German residential sector up to 2050: Technological diffusion from multidisciplinary perspectives," Energy, Elsevier, vol. 248(C).
  67. Tamaryn Napp & Dan Bernie & Rebecca Thomas & Jason Lowe & Adam Hawkes & Ajay Gambhir, 2017. "Exploring the Feasibility of Low-Carbon Scenarios Using Historical Energy Transitions Analysis," Energies, MDPI, vol. 10(1), pages 1-36, January.
  68. Sam Wilkinson & Michele John & Gregory M. Morrison, 2021. "Rooftop PV and the Renewable Energy Transition; a Review of Driving Forces and Analytical Frameworks," Sustainability, MDPI, vol. 13(10), pages 1-25, May.
  69. Ekaterina Rhodes & Kira Craig & Aaron Hoyle & Madeleine McPherson, 2021. "How Do Energy-Economy Models Compare? A Survey of Model Developers and Users in Canada," Sustainability, MDPI, vol. 13(11), pages 1-39, May.
  70. Zhu, Lin & Cunningham, Scott W., 2022. "Unveiling the knowledge structure of technological forecasting and social change (1969–2020) through an NMF-based hierarchical topic model," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  71. Busch, Jonathan & Roelich, Katy & Bale, Catherine S.E. & Knoeri, Christof, 2017. "Scaling up local energy infrastructure; An agent-based model of the emergence of district heating networks," Energy Policy, Elsevier, vol. 100(C), pages 170-180.
  72. Krumm, Alexandra & Süsser, Diana & Blechinger, Philipp, 2022. "Modelling social aspects of the energy transition: What is the current representation of social factors in energy models?," Energy, Elsevier, vol. 239(PA).
  73. Marie Schaefer & Laura Schmitt Olabisi & Kristin Arola & Christie M. Poitra & Elise Matz & Marika Seigel & Chelsea Schelly & Adewale Adesanya & Doug Bessette, 2021. "Understanding Socio-Technological Systems Change through an Indigenous Community-Based Participatory Framework," Sustainability, MDPI, vol. 13(4), pages 1-13, February.
  74. Birgit A. Henrich & Thomas Hoppe & Devin Diran & Zofia Lukszo, 2021. "The Use of Energy Models in Local Heating Transition Decision Making: Insights from Ten Municipalities in The Netherlands," Energies, MDPI, vol. 14(2), pages 1-23, January.
  75. Nava-Guerrero, Graciela-del-Carmen & Hansen, Helle Hvid & Korevaar, Gijsbert & Lukszo, Zofia, 2022. "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions," Applied Energy, Elsevier, vol. 306(PB).
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