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利用数据中心电池储能提供智能电网能源灵活性服务的可靠性与经济性影响
Reliability and economic impacts of utilizing battery energy storage in data centers for energy flexibility services in smart grids
| 作者 | Yang Yua · Kui Shan · Hong Tanga · Shengwei Wanga |
| 期刊 | Energy Conversion and Management |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 339 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 可靠性分析 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | A systematic method is proposed for [data center](https://www.sciencedirect.com/topics/earth-and-planetary-sciences/data-center "Learn more about data center from ScienceDirect's AI-generated Topic Pages") reliability and economic assessment. |
语言:
中文摘要
摘要 由于数据中⼼消耗巨⼤的能源并具备可观的储能能力,近年来对让数据中⼼参与提供电力系统能源灵活性服务的兴趣日益增加。然而,在广泛应⽤之前,有两个基本问题亟需解决但尚未得到充分研究:此类参与对数据中⼼运⾏可靠性和经济性的影响如何?以及储能资源可在多大程度上被利用?因此,本研究提出了一种系统性的方法,用于评估在数据中⼼中利用电池储能所带来的可靠性与经济性影响。首次综合考虑了基于可靠性标准与基于系统设计标准之间的差异,针对不同等级的数据中⼼在不同电网场景下提供典型电网服务的情况,全面评估了其影响,从而使数据中⼼的可靠性评估在工程实践中更具实际意义。采用蒙特卡洛模拟方法确定数据中⼼的随机电池备用时间,并构建了收益模型以评估数据中⼼参与四种典型能源灵活性服务所带来的经济效益。以中国香港的一个数据中⼼为例进行了影响评估。研究发现,采用基于系统设计标准配置备用系统的数据中⼼能够在满足基于可靠性标准的前提下,有效提供能源灵活性服务。其经济效益十分显著,例如每日每千伏安负载最高可获得0.58美元的收入,且该收益显著受到所提供服务类型、电网可靠性水平以及数据中⼼等级的影响。
English Abstract
Abstract There are increasing interests in engaging data centers to provide energy flexibility services in power grids, due to their enormous energy consumption and storage capacities. However, two fundamental questions should be addressed urgently before wide applications, but not yet addressed sufficiently: what are the impacts of such engagement on the operational reliability and economics of data centers, and to what extent the energy storage can be utilized? This study, therefore, developed a systematic approach for assessing the reliability and economic impacts of utilizing battery energy storage in data centers. The impacts are assessed comprehensively for different tiers of data centers for providing typical grid services under different grid scenarios, considering the difference between reliability-based standards and system-based design standards for the first time, while making the reliability assessment of data centers more meaningful in engineering practice. Monte Carlo simulation is adopted to determine the stochastic battery backup time of data centers. Revenue models are developed to assess the economic benefits of engaging data centers for four typical energy flexibility services. A data center in Hong Kong is selected to perform the impact assessment. It is found that the data centers with the backup system designed using a system-based design standard can provide energy flexibility services effectively while satisfying the reliability-based standards. The economic benefit is found to be very significant, e.g. daily avenue up to USD$0.58 per kVA load, which is affected significantly by the services provided, power grid reliability and tier of data center.
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SunView 深度解读
该研究揭示数据中心储能系统在电网灵活性服务中的可靠性与经济价值,对阳光电源ST系列PCS及PowerTitan储能解决方案具有重要启示。研究证实系统级设计标准下的储能系统可同时满足可靠性要求与电网服务需求,日收益可达0.58美元/kVA,验证了储能双重价值。建议阳光电源针对数据中心场景优化ST系列PCS的备用电源与电网服务切换策略,结合iSolarCloud平台开发蒙特卡洛仿真工具评估备用时长,并为Tier III/IV数据中心定制GFM控制算法,实现可靠性与经济性的最优平衡,拓展高价值储能应用市场。