对连接到电网的公用事业规模可再生混合动力发电厂的能源管理系统的审查
Rujie Zhu1, Kaushik Das1, Poul Ejnar Sørensen1
1DTU Wind Technical University of Denmark Roskilde Denmark.
Wiley interdisciplinary reviews. Energy and environment
|March 13, 2025
概括
本综述分析了可再生混合动力发电厂 (HPP) 的能源管理系统 (EMS). 它详细介绍了EMS方法,市场参与,并确定了用于优化HPP的研究差距.
科学领域:
- 可再生能源系统可再生能源系统
- 电厂运营 电厂运营 电厂运营
- 控制系统工程 控制系统工程
背景情况:
- 可再生混合动力发电厂 (HPP) 在全球迅速扩张.
- 能源管理系统 (EMS) 对于优化高温电站的经济回报和运营至关重要.
- 目前缺乏对公用事业规模高温电站EMS进展的全面审查.
研究的目的:
- 为电网连接的公用事业规模可再生水电站提供当前EMS研究的深入分析.
- 概述与EMS建模相关的常见HPP配置.
- 确定和讨论关键的EMS方法,市场参与策略和解决的不确定性.
主要方法:
- 审查和分析关于可再生能源高温电站EMS的现有文献.
- 详细讨论了五种主要的EMS方法:基于规则的,数学优化,模型预测控制,深度强化学习和随机动态编程.
- 市场参与类型和不确定性被EMS处理的分类,以及工业EMS工具的概述.
主要成果:
- 共同的HPP配置作为EMS开发的基础.
- 五种不同的EMS方法得到了批判性审查,突出了它们的优点和弱点.
- 该论文对EMS中的市场参与和不确定性处理进行了分类,并介绍了相关的工业工具.
结论:
- 本文提供了关于可再生热电站EMS研究的全面概述.
- 它确定了关键的研究差距,并为未来的发展提供了洞察力.
- 作为HPP EMS领域的研究人员和行业专业人士的宝贵资源.
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