Strategic Battery Storage Management of Aggregators in Energy Demand Networks
Strategic Battery Storage Management of Aggregators in Energy Demand Networks
复制标题
能源需求网络聚合器的战略电池存储管理
DOI：
10.1109/ccta.2018.8511539
复制
发表时间：
2018
期刊：
影响因子：
--
通讯作者：
Uchida, Kenko
中科院分区：
文献类型：
--
作者：
Okajima, Yusuke;Hirata, Kenji;Gupta, Vijay;Uchida, Kenko
本文考虑了包括聚合器在内的能源需求网络的优化问题，并研究了聚合器的策略行为。网络的参与者是公用事业公司，它扮演着能源供应源、聚合者和大量消费者的角色。我们假设网络将通过基于价格响应或换句话说，基于市场的优化过程进行优化。我们还假设聚合器的成本函数中有一个策略参数，通过策略性地选择参数，聚合器将努力追求自己的利益。这个通用的问题公式将适用于特定的问题设置，其中聚合器拥有不同规格的电池存储：一个是高性能且昂贵的，另一个是低性能且便宜的。聚合器将选择要安装的存储的总容量和高性能存储与低性能存储的比例作为策略参数，并尝试增加自身的收益。通过数值算例，我们证明了聚合器的战略决策可以为能源需求网络的定性分析提供有用的见解。
This paper considers optimization problems of energy demand networks including aggregators and investigates strategic behavior of the aggregators. The participants of the network are a utility company, who plays a role of energy supply source, aggregators and a large number of consumers. We suppose that the network will be optimized by price response based or, in other words, market based optimization processes. We also suppose that the aggregator has a strategic parameter in its cost function and, by choosing the parameter strategically, the aggregator will try to pursue its own benefit. This general problem formulation will apply to a specific problem setting, where the aggregator possess battery storage with different specifications: The one is high-performance and expensive and the other is low-performance and cheap. The aggregator will choose total capacity of storage to be installed and a ratio of high-performance storage to low-performance storage as the strategic parameters and try to increase its own benefit. By using numerical examples, we show that the strategic decision making by the aggregator could provide useful insights in qualitative analysis of energy demand networks.
DOI：
10.1109/cdc.2010.5717572
发表时间：
2010
期刊：
49th IEEE Conference on Decision and Control (CDC)
影响因子：
--
作者：
A. Papavasiliou;H. Hindi;Daniel Greene
通讯作者：
Daniel Greene
DOI：
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发表时间：
2006
期刊：
--
影响因子：
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作者：
Iroon Polytechniou-
通讯作者：
Iroon Polytechniou-