Balancing Services Provision via Optimization and Management of the Flexibility Offered by a Pool of Energy Resources

IF 3.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Daniel Zamudio;Alessandro Falsone;Federico Bianchi;Maria Prandini
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引用次数: 0

Abstract

Aggregators of energy resources providing balancing services to the grid face the twofold challenge of assessing the overall amount of flexibility of the pool of energy resources, and mapping the power requests by the grid back to each single energy resource during the service window. In this article, we propose a framework that allows to jointly optimize the power flexibility limits and determines the disaggregation policy for managing the pool of energy resources, thus avoiding an additional computational step in the operational service phase. The baseline power exchange profiles of the energy resources can also be optimized to enhance the pool flexibility, and practical constraints such as time availability of the resources within the service window or network congestion constraints can be included. Notably, the resulting optimization problem is amenable for privacy-preserving and scalable distributed resolution schemes.
通过优化和管理能源池提供的灵活性来平衡服务提供
为电网提供平衡服务的能源聚合器面临着双重挑战:评估能源池的总体灵活性,以及在服务窗口期间将电网的电力请求映射回每个单个能源。在本文中,我们提出了一个框架,该框架允许联合优化电力灵活性限制并确定用于管理能源池的分解策略,从而避免了在运营服务阶段的额外计算步骤。还可以优化能源的基线电力交换配置文件以增强池的灵活性,并且可以包括实际约束,例如服务窗口内资源的时间可用性或网络拥塞约束。值得注意的是,由此产生的优化问题适用于隐私保护和可扩展的分布式解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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