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储能系统技术 储能系统 工商业光伏 地面光伏电站 ★ 5.0

基于需求响应项目的606个工商业设施储能系统最优调度控制策略成本节约评估

Assessment of optimal energy storage dispatch control strategies for cost savings in 606 commercial and industrial facilities leveraging utility demand response programs

作者 Joseph Elio · Ryan James Milcarek
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 384 卷
技术分类 储能系统技术
技术标签 储能系统 工商业光伏 地面光伏电站
相关度评分 ★★★★★ 5.0 / 5.0
关键词 Cost optimization of energy storage for 606 industrial and commercial buildings.
语言:

中文摘要

摘要 由于全球电力需求持续增长,而发电能力并未相应提升,必须进行转变以确保电力需求更好地匹配电力供应。通过在基于事件的需求响应项目中利用电池储能系统,可以推动实现这一转变。本研究评估了电池储能系统的最优调度、容量配置及控制策略,旨在确定在参与基于事件需求响应的606个工商业设施中,电池储能系统投资的最小化折现回收期。目前针对工商业设施中独立运行的表后电池储能系统的研究较为有限。关键研究结果表明,参与基于事件的需求响应对于实现可行的折现回收期至关重要,在多个设施中该回收期可低至4.75年。此外,本研究识别出输入数据中的若干特征,可用于预测某一设施是否能够实现可行的折现回收期(例如,需求响应事件期间的电力需求和电能消耗)。研究发现,平均需求响应事件峰值需求超过80 kW的设施中,有超过99%实现了低于20年的折现回收期。

English Abstract

Abstract Since global electricity demand is steadily increasing, without a corresponding increase in generation capacity, a shift must occur to ensure electricity demand better follows electricity generation . A movement towards this shift can be accomplished by leveraging battery energy storage systems in event-based demand response programs . This study evaluates optimal battery energy storage system dispatch, sizing, and control strategy to determine minimized discounted payback periods for battery energy storage system investments in 606 commercial and industrial facilities enrolled in event-based demand response. Limited research has focused on stand-alone behind-the-meter battery energy storage systems in commercial and industrial facilities. Key findings show that enrollment in event-based demand response is necessary for feasible discounted payback periods, as low as 4.75 years in multiple facilities. Additionally, this study identifies features of the input data that predict if a facility will have a feasible discounted payback period (e.g., demand response event electrical demand and electrical energy consumption). It is discovered that over 99 % of the facilities with an average demand response event peak demand greater than 80 kW achieved a discounted payback period of less than 20 years.
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SunView 深度解读

该研究针对工商业储能系统优化调度与需求响应的结合,对阳光电源ST系列PCS及PowerTitan储能解决方案具有重要参考价值。研究验证了事件型需求响应可将投资回收期缩短至4.75年,峰值需求超80kW的场景回收期可控制在20年内。这为阳光电源工商业储能产品的市场定位、容量配置策略及iSolarCloud平台的智能调度算法优化提供了数据支撑,特别是在需求响应场景下的削峰填谷控制策略开发方面具有直接应用价值。