Multi-country evidence on societal factors to include in energy transition modelling

IF 49.7 1区 材料科学 Q1 ENERGY & FUELS
Vivien Fisch-Romito, Marc Jaxa-Rozen, Xin Wen, Evelina Trutnevyte
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Abstract

Integrated assessment and energy system models are challenged to account for societal transformation dynamics, but empirical evidence is lacking on which factors to incorporate, how and to what extent this would improve the relevance of modelled pathways. Here we include six societal factors related to infrastructure dynamics, actors and decision-making, and social and institutional context into an open-source simulation model of the national power system transition. We apply this model in 31 European countries and, using hindcasting (1990–2019), quantify which societal factors improved the modelled pathways. We find that, if well-chosen and in most cases, incorporating societal factors can improve the hindcasting performance by up to 27% for modelled installed capacity of individual technologies. Public acceptance, investment risks and infrastructure lock-in contribute the most to model performance improvement. Our study paves the way to a systematic and objective selection of societal factors to be included in energy transition modelling.

Abstract Image

将社会因素纳入能源转型模型的多国证据
综合评估和能源系统模型在考虑社会转型动态方面面临挑战,但缺乏经验证据表明应该纳入哪些因素,如何以及在多大程度上提高建模路径的相关性。在这里,我们将与基础设施动态、参与者和决策以及社会和制度背景相关的六个社会因素纳入到国家电力系统转型的开源模拟模型中。我们将该模型应用于31个欧洲国家,并使用后推法(1990-2019)量化了哪些社会因素改善了模型路径。我们发现,如果选择得当,并且在大多数情况下,结合社会因素可以将单个技术的模拟装机容量的后推算性能提高27%。公众接受度、投资风险和基础设施锁定对模型性能改进贡献最大。我们的研究为系统和客观地选择能源转型模型中包含的社会因素铺平了道路。
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来源期刊
Nature Energy
Nature Energy Energy-Energy Engineering and Power Technology
CiteScore
75.10
自引率
1.10%
发文量
193
期刊介绍: Nature Energy is a monthly, online-only journal committed to showcasing the most impactful research on energy, covering everything from its generation and distribution to the societal implications of energy technologies and policies. With a focus on exploring all facets of the ongoing energy discourse, Nature Energy delves into topics such as energy generation, storage, distribution, management, and the societal impacts of energy technologies and policies. Emphasizing studies that push the boundaries of knowledge and contribute to the development of next-generation solutions, the journal serves as a platform for the exchange of ideas among stakeholders at the forefront of the energy sector. Maintaining the hallmark standards of the Nature brand, Nature Energy boasts a dedicated team of professional editors, a rigorous peer-review process, meticulous copy-editing and production, rapid publication times, and editorial independence. In addition to original research articles, Nature Energy also publishes a range of content types, including Comments, Perspectives, Reviews, News & Views, Features, and Correspondence, covering a diverse array of disciplines relevant to the field of energy.
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