Complex network analysis of transmission networks preparing for the energy transition: application to the current French power grid

IF 1.6 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER The European Physical Journal B Pub Date : 2024-12-17 DOI:10.1140/epjb/s10051-024-00837-7
Emile Emery, Hervé Bercegol, Nicolas Jonqueres, Sébastien Aumaître
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Abstract

 The worldwide process of replacing fossil fuels with low-carbon energy sources is underway. Existing energy networks are expected to be deeply modified in nature and structure during this transition. This work uses graph-theoretical statistical physics tools to analyze topology and structural changes of power grids, with the French grid as a case study. We discuss the small-world model to define an optimality criterion, the construction of a graph model for the French high-voltage transmission grid, and the development of a growth model to study the dynamics of such networks. The main result of our project suggests that the high efficiency level in the current French network is due to a high-voltage mesh interconnecting thermal power plants. Since implementing low-power-density renewable energy sources would imply non-trivial adjustments to maintain features, such as efficiency and robustness, these considerations must be added to economic and energetic assessments of transition scenarios.

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为能源转型做准备的输电网复杂网络分析:在当前法国电网中的应用
世界范围内用低碳能源替代化石燃料的进程正在进行。在这一转型过程中,现有能源网络的性质和结构预计将发生深刻变化。本研究以法国电网为例,使用图理论统计物理工具分析电网的拓扑结构变化。我们讨论了小世界模型来定义最优性准则,构建了法国高压输电网的图模型,并建立了增长模型来研究高压输电网的动力学。我们项目的主要结果表明,目前法国电网的高效率水平是由于高压网格互连火电厂。由于实施低功率密度的可再生能源将意味着为维持诸如效率和健壮性等特征而进行重大调整,因此必须将这些考虑因素加入到对过渡情景的经济和能源评估中。
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来源期刊
The European Physical Journal B
The European Physical Journal B 物理-物理:凝聚态物理
CiteScore
2.80
自引率
6.20%
发文量
184
审稿时长
5.1 months
期刊介绍: Solid State and Materials; Mesoscopic and Nanoscale Systems; Computational Methods; Statistical and Nonlinear Physics
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