Operation Orchestration of Local Energy Communities through Digital Twin: A Review on suitable Modeling and Simulation Approaches

T. Nguyen-Huu, T. Tran, Minh-Quan Tran, P. Nguyen, J. Slootweg
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引用次数: 4

Abstract

Increasing the integration of distributed energy resources (DERs) requires an orchestration of the existing centralized management system used for the electricity grid and the emerging distributed ones for local energy communities (LEC). To support this orchestration, design and operation strategies of LECs needs to be analysed, based on a so-called Digital Twin (DT) platform with suitable modeling and simulation techniques. This paper presents a set of requirements needed to develop DT, thus enabling operation orchestration of LECs. Based on these specific requirements, a comprehensive review on the relevant physics-based and data-driven models will be discussed, especially focusing on the flexibility profile of LEC based on data-driven model to support the balancing reserves to the electricity grid.
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基于数字孪生的地方能源社区运营协同:合适的建模与仿真方法综述
增加分布式能源(DERs)的整合需要对现有的用于电网的集中式管理系统和新兴的用于地方能源社区(LEC)的分布式管理系统进行协调。为了支持这种编排,LECs的设计和操作策略需要基于所谓的数字孪生(DT)平台进行分析,并采用合适的建模和仿真技术。本文提出了开发DT所需的一组需求,从而实现LECs的操作编排。基于这些具体要求,本文将对相关的物理驱动模型和数据驱动模型进行综合综述,重点讨论基于数据驱动模型的LEC支持电网平衡储备的灵活性概况。
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