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An Event-Based Resource Management Framework for Distributed Decision-Making in Decentralized Virtual Power Plants

机译:基于事件的分布式虚拟电厂分布式决策资源管理框架

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The Smart Grid incorporates advanced information and communication technologies (ICTs) in power systems, and is characterized by high penetration of distributed energy resources (DERs). Whether it is the nation-wide power grid or a single residential building, the energy management involves different types of resources that often depend on and influence each other. The concept of virtual power plant (VPP) has been proposed to represent the aggregation of energy resources in the electricity market, and distributed decision-making (DDM) plays a vital role in VPP due to its complex nature. This paper proposes a framework for managing different resource types of relevance to energy management for decentralized VPP. The framework views VPP as a hierarchical structure and abstracts energy consumption/generation as contractual resources, i.e., contractual offerings to curtail load/supply energy, from third party VPP participants for DDM. The proposed resource models, event-based approach to decision making, multi-agent system and ontology implementation of the framework are presented in detail. The effectiveness of the proposed framework is then demonstrated through an application to a simulated campus VPP with real building energy data.
机译:智能电网将先进的信息和通信技术(ICT)整合到电力系统中,其特点是分布式能源(DER)的渗透率很高。无论是全国性的电网还是单个住宅建筑,能源管理都涉及不同类型的资源,这些资源通常相互依赖并相互影响。提出了虚拟电厂(VPP)的概念来表示电力市场中的能源聚集,而分布式决策(DDM)由于其复杂的性质在VPP中起着至关重要的作用。本文提出了一个框架,用于管理与分散式VPP的能源管理相关的不同资源类型。该框架将VPP视为分层结构,并将能源消耗/发电抽象为合同资源,即减少DDM的第三方VPP参与者的合同产品,以减少负荷/供应能源。详细介绍了所提出的资源模型,基于事件的决策方法,多智能体系统以及框架的本体实现。然后,通过将其应用到具有实际建筑能耗数据的模拟校园VPP中,来证明所提出框架的有效性。

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