Multi-objective optimization of an energy community: an integrated and dynamic approach for full decarbonisation in the European Alps

Diego Viesi, M. S. Mahbub, Alessandro Brandi, J. Z. Thellufsen, Poul Alberg Østergaard, H. Lund, M. Baratieri, L. Crema
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引用次数: 1

Abstract

At the local level, energy communities are at the forefront of the European Green Deal strategy offering new opportunities for citizens to get actively involved in energy markets. The scope of this study is to propose a multi-objective optimization framework to minimize both carbon dioxide emissions and total annual costs in an energy community, considering, within different constraints, a wide availability of decision variables including local renewable energy sources, sector coupling, storage and hydrogen. The methodology involves the coupling of the software EnergyPLAN with a multi-objective evolutionary algorithm, considering 2030 and 2050 as target years and modelling a set of eight types of scenarios, each consisting of 100 optimal systems out of 10,000. The case study is an energy community in the European Alps. The results show, on the one hand, the key role of sector coupling technologies such as cogeneration, heat pumps and electric vehicles in exploiting local renewable energy sources and, on the other hand, the higher costs in introducing both electricity storage to achieve a complete decarbonisation and hydrogen as an alternative strategy in the electricity, thermal and transport sectors.
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能源社区的多目标优化:欧洲阿尔卑斯山完全脱碳的综合动态方法
在地方一级,能源社区处于欧洲绿色协议战略的前沿,为公民积极参与能源市场提供了新的机会。本研究的范围是提出一个多目标优化框架,以最大限度地减少能源社区的二氧化碳排放和年度总成本,在不同的约束条件下,考虑广泛可用的决策变量,包括当地可再生能源、部门耦合、储存和氢气。该方法涉及将软件EnergyPLAN与多目标进化算法相结合,将2030年和2050年视为目标年,并对一组八种类型的场景进行建模,每种场景由10000个最佳系统中的100个组成。案例研究是欧洲阿尔卑斯山的一个能源社区。研究结果表明,一方面,热电联产、热泵和电动汽车等部门耦合技术在开发当地可再生能源方面发挥着关键作用,另一方面,在电力、热力和运输部门,引入储电以实现完全脱碳和氢作为替代战略的成本更高。
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来源期刊
International Journal of Sustainable Energy Planning and Management
International Journal of Sustainable Energy Planning and Management Social Sciences-Geography, Planning and Development
CiteScore
7.60
自引率
0.00%
发文量
18
审稿时长
30 weeks
期刊介绍: The journal is an international interdisciplinary journal in Sustainable Energy Planning and Management combining engineering and social science within Energy System Analysis, Feasibility Studies and Public Regulation. The journal especially welcomes papers within the following three focus areas: Energy System analysis including theories, methodologies, data handling and software tools as well as specific models and analyses at local, regional, country and/or global level. Economics, Socio economics and Feasibility studies including theories and methodologies of institutional economics as well as specific feasibility studies and analyses. Public Regulation and management including theories and methodologies as well as specific analyses and proposals in the light of the implementation and transition into sustainable energy systems.
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