一种预测可变可再生能源和电网存储系统电价的新方法

Q1 Social Sciences
Salman Siddiqui, J. Macadam, M. Barrett
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引用次数: 5

摘要

在未来的英国能源情景中,电气化水平很高,预计很大一部分电力将来自可再生能源。为了适应可再生能源发电的可变性,网络的灵活性至关重要。一个重要的灵活性选择是电网规模的电力存储。模拟电力系统与可变的可再生能源发电,电力储存和灵活的高碳发电机,假设是天然气CCGT,在英国的各种方案。模拟使用历史每小时气象学来驱动需求和可再生能源变化模型,以及随后的存储和可调度发电的输入/输出操作,以平衡需求和可再生能源之间的差异。采用边际成本法计算每小时的储能、可再生和调度能力及运行成本。这些成本结构可以形成透明的经济基础,为能源系统模型的市场设计和定价提供信息。研究结果表明,虽然可再生能源发电的边际成本相对较低,但对电池储能系统的依赖(尤其是在高峰时段)可能会导致高昂的电价,而且在预计化石燃料或碳价格没有大幅上涨的情况下,传统的高碳发电机组的运营成本仍然会更低。这项工作将用于分析具有热能储存和热泵的区域供热与电力系统之间的相互作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel method for forecasting electricity prices in a system with variable renewables and grid storage
In future UK energy scenarios with a high level of electrification, a large share of electricity is expected to be generated from renewable sources. To accommodate the variability of renewable generation, flexibility in the network is vital. An important flexibility option is grid scale electricity storage. A simulation is made of the electricity system with variable renewable generation, electricity storage and flexible high carbon generators, assumed to be gas CCGT, for various UK scenarios. The simulation uses historical hourly meteorology to drive models of demand and renewable variation, and the consequent input/output operation of storage and dispatchable generation to balance differences between demand and renewables. A marginal cost method is devised to calculate the storage, renewable and dispatching capacity and operational costs incurred in each hour. These cost structures can form a transparent economic base for informing market design and setting prices for use in energy system models. Results show that while marginal costs for renewable generation are relatively low, reliance on battery storage for backup particularly during peak periods can result in high electricity prices and without a significant increase in projected fossil fuel or carbon prices, traditional high carbon electricity generators will still be cheaper to operate. This work will be used to analyse the interaction between district heating with thermal energy storage and heat pumps, and the electricity system.
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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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