论文标题
用于弹性混合能源系统中故意岛化操作的光谱图聚类
Spectral Graph Clustering for Intentional Islanding Operations in Resilient Hybrid Energy Systems
论文作者
论文摘要
因此,建立更清洁的能源产生,提高电力系统的可持续性是本世纪的至关重要的任务,而所追求的关键策略之一就是将对化石燃料的依赖转移到可再生技术,例如风,太阳能和核。但是,随着包括异质组件的数量增加,混合能源系统的复杂性变得更加重要。复杂的系统对应急计划提出了更严格的要求,以增强整体系统的弹性。在确保可靠系统的不同策略中,有意的岛化通常应用于电力系统的实际应用中,并引起了对文献的浓厚兴趣。在这项研究中,我们提出了一个基于分层光谱聚类的故意岛化策略,该策略在可再生世代的传输水平上。为了结合依赖逆变器技术的可再生生成,频率测量值被认为代表瞬态响应。它已被进一步用作聚类算法中的嵌入式信息以及系统中的其他重要电气信息,以丰富提出的框架的建模能力。为了证明岛屿策略的有效性,经过修改的IEEE-9公共汽车和IEEE-118公共汽车系统以及风电场被认为是测试案例。
Establishing cleaner energy generation therefore improving the sustainability of the power system is a crucial task in this century, and one of the key strategies being pursued is to shift the dependence on fossil fuel to renewable technologies such as wind, solar, and nuclear. However, with the increasing number of heterogeneous components included, the complexity of the hybrid energy system becomes more significant. And the complex system imposes a more stringent requirement of the contingency plan to enhance the overall system resilience. Among different strategies to ensure a reliable system, intentional islanding is commonly applied in practical applications for power systems and attracts abundant interest in the literature. In this study, we propose a hierarchical spectral clustering-based intentional islanding strategy at the transmission level with renewable generations. To incorporate the renewable generation that relies on the inverter technology, the frequency measurements are considered to represent the transient response. And it has been further used as embedded information in the clustering algorithm along with other important electrical information from the system to enrich the modeling capability of the proposed framework. To demonstrate the effectiveness of the islanding strategy, the modified IEEE-9 bus and IEEE-118 bus systems coupled with wind farms are considered as the test cases.