Bidirectional soft-linking of a Capacity Expansion Model with a Production Cost Model to evaluate the feasibility of transition pathways towards carbon neutrality in the power sector

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS
Nikos Kleanthis, Vassilis Stavrakas, Alexandros Flamos
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Abstract

Energy models have been a valuable tool in support of well-informed decision-making towards the transition to climate neutrality in the European Union. However, considering the extra levels of detail required when designing a system based on intermittent renewables, modelling approaches in the field often lack the necessary time resolution, or are not open source, raising concerns of transparency and scientific reproducibility. This article addresses this gap by introducing a novel bidirectional soft-linking approach between two open-source energy models to generate long-term scenarios in the power sector and evaluate their feasibility, allowing for the optimisation of investments over a 30-year period and the sector's hourly operation at different snapshots. To demonstrate the applicability of this modelling approach, the Greek power sector is used as a testing ground in order to study the capacity and flexibility requirements of different transition pathways by 2050. Simulation outcomes show that a more ambitious variable renewable energy and storage capacity expansion than the one projected by the National Energy and Climate Plan is required to achieve the targets of 2050, while also highlighting a path dependency on gas at least until 2033. The latter could either result in a lock-in effect or to stranded assets if the decision to phase out gas is not taken rapidly. On the other hand, there is the potential to achieve carbon neutrality by 2035, if significant investments take place in time. Finally, switching from natural gas to hydrogen could be an effective solution for new gas power plants to avoid becoming stranded assets.
将产能扩张模型与生产成本模型双向软链接,以评估电力行业实现碳中和过渡路径的可行性
能源模型一直是支持欧盟向气候中和过渡的明智决策的宝贵工具。然而,考虑到在设计基于间歇性可再生能源的系统时需要更多的细节,该领域的建模方法往往缺乏必要的时间分辨率,或者没有开放源代码,从而引发了对透明度和科学可重复性的担忧。本文针对这一缺陷,在两个开源能源模型之间引入了一种新颖的双向软链接方法,以生成电力行业的长期情景并评估其可行性,从而优化 30 年内的投资以及不同快照下的行业每小时运行情况。为了证明这种建模方法的适用性,希腊电力部门被用作一个试验场,以研究到 2050 年不同过渡途径对发电量和灵活性的要求。模拟结果表明,要实现 2050 年的目标,需要比《国家能源与气候计划》所预测的更雄心勃勃的可变可再生能源和储能扩容,同时也凸显了至少在 2033 年之前对天然气的路径依赖。如果不迅速做出逐步淘汰天然气的决定,后者可能导致锁定效应或资产搁浅。另一方面,如果及时进行大量投资,到 2035 年有可能实现碳中和。最后,从天然气到氢气的转换可能是新天然气发电厂避免成为搁浅资产的有效解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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