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瑞典日前电力与频率抑制备用市场中电池收益叠加的盈利基准与退化分析
Profit benchmarking and degradation analysis for revenue stacking of batteries in Sweden’s day-ahead electricity and frequency containment reserve markets
| 作者 | Nima Mirzaei Alavij · Rahmat Khezri · Mohammadreza Mazi · David Steen · Anh Tuan Le |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 381 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Revenue stacking in Sweden’s DA electricity and multi-FCR markets. |
语言:
中文摘要
摘要 本文提出了一种新颖的混合整数线性规划(MILP)模型,用于在瑞典日前(DA)电力市场和频率抑制备用(FCR)市场中实现电池储能系统(BESS)的收益叠加。该模型详细考虑了日历老化与循环老化导致的电池退化以及市场的技术要求,旨在最大化电池所有者参与日前市场及三种FCR市场——正常运行下的FCR(FCR-N)和扰动情况下的FCR(FCR-D)上、下调频服务——所带来的潜在利润。为提供全面的结果,本文基于一分钟分辨率的真实数据,对2022全年进行了连续的日度优化计算。模拟了五种不同的运行模式,包括:不参与任何FCR市场(仅参与DA市场)、仅参与DA与FCR-N市场、仅参与DA与FCR-D上调节市场、仅参与DA与FCR-D下调节市场,以及同时参与DA与全部FCR市场。结果显示,一个1MW-1MWh的电池储能系统通过参与DA与多类FCR市场的收益叠加所能获得的最大潜在利润可达70.8万欧元,是不参与任何FCR市场情形下利润的22倍。参与多类FCR市场所导致的年度电池容量退化为1.7%。在优化问题中显式考虑退化因素可使电池老化降低29%,且对总利润无显著影响。所提出的模型可作为评估电池运行策略与算法盈利能力与可持续性的基准工具。
English Abstract
Abstract This paper presents a novel mixed-integer linear programming (MILP) model for revenue stacking of battery energy storage systems (BESSs) in Sweden’s day-ahead (DA) electricity and frequency containment reserve (FCR) markets. The model includes a detailed calendar and cycle battery degradation and market technical requirements modeling that aims to maximize the battery owner’s potential profit from participating in the DA and three FCR markets, FCR in normal operation (FCR-N), and FCR in disturbances (FCR-D) for up- and down-regulations. For presenting comprehensive results, successive daily optimizations are conducted for year 2022 using one-minute resolution real data. Five utilization modes are simulated including participation in no FCR market (only DA), only DA and FCR-N, only DA and FCR-D up-regulation, only DA and FCR-D down-regulation, and DA and all FCR markets. The maximum potential profit from revenue stacking in the DA and multi-FCR markets could have been k€ 708 for a 1MW-1MWh BESS, which is 22 times the profit in no FCR participation case. The annual degradation resulting from multi-FCR market participation was 1.7% of loss in battery capacity. Considering degradation in the optimization problem reduced the aging by 29% without a significant effect on profit. The proposed model can serve as a benchmark for evaluating the profitability and sustainability of battery operation strategies and algorithms.
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SunView 深度解读
该研究对阳光电源ST系列储能变流器和PowerTitan系统的多市场收益优化具有重要参考价值。通过MILP模型实现日前电力市场与FCR调频市场的收益叠加,年收益可达单一市场的22倍,且电池年衰减仅1.7%。建议将该优化算法集成至iSolarCloud平台,结合GFM控制技术提升调频响应能力,并在电池管理系统中嵌入日历老化与循环老化的联合建模,为PowerTitan在欧洲辅助服务市场的商业化部署提供收益基准测试工具和全生命周期优化策略。