Platform for transverse evaluation of control strategies for multi-energy smart grids

IF 5.4 Q2 ENERGY & FUELS Smart Energy Pub Date : 2022-08-01 DOI:10.1016/j.segy.2022.100079
Timothé Gronier , Erwin Franquet , Stéphane Gibout
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引用次数: 3

Abstract

This paper presents the PEACEFULNESS software platform (Platform for transvErse evAluation of Control stratEgies For mULti-eNErgy Smart gridS), an open framework dedicated to multi-energy smart-grids, based on a techno-economic model that integrates economic considerations (contracts). As such, it is mainly oriented towards the evaluation of multi-energy grid supervision strategies, that is, energy management, and the corresponding policies and legal organization. The main goal is then to highlight the various possible behaviors and strategies to organize the probable future interconnections between the different energy carriers. In particular, it aims at investigating how to maximize the use of renewable energy sources (RES), using Demand Side Management (DSM) techniques and energy storage, in a shared economy context. The open-source tool PEACEFULNESS, written in Python, is described here in detail. It combines a top-down description of the energy networks and connections between the various agents (energy providers, distribution system operators, aggregators, consumers, producers, prosumers, etc.), together with a techno-economic bottom-up description for all devices. Here, both public databases and users’ data (basic heating demands or based on building modeling) can be used, as well as generic or more specific models (e.g., PV panels with constant or temperature-dependent efficiency). One of its major unique features compared with other tools is that it extends the use of DSM techniques to various energy grids which can also interact together. Furthermore, different economic models can be set for both the aggregators and the customers, and even within these groups. As a last competitive advantage, PEACEFULNESS allows the user to simulate the operation and supervision of tens up to hundreds of thousands of agents. It also provides a reporting system giving access to all the data, with a configurable granularity and frequency for the retained indicators. Finally, several validation cases are presented, followed by a series of test cases with increasing size: a smart home, a smart district (2 000 dwellings) and a smart community (50 000 dwellings).

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多能源智能电网控制策略横向评估平台
本文提出了PEACEFULNESS软件平台(多能源智能电网控制策略横向评估平台),这是一个专门用于多能源智能电网的开放框架,基于集成经济考虑(合同)的技术-经济模型。因此,本研究主要面向能源网监管策略的多重评价,即能源管理,以及相应的政策和法律组织。然后,主要目标是强调各种可能的行为和策略,以组织不同能量载体之间可能的未来互连。特别是,它旨在研究如何在共享经济背景下,利用需求侧管理(DSM)技术和能源存储,最大限度地利用可再生能源(RES)。这里详细介绍了用Python编写的开源工具PEACEFULNESS。它结合了对能源网络和各种代理(能源供应商、分配系统运营商、聚合者、消费者、生产者、产消者等)之间的连接的自上而下的描述,以及对所有设备的技术经济自下而上的描述。在这里,既可以使用公共数据库和用户数据(基本供暖需求或基于建筑建模),也可以使用通用模型或更具体的模型(例如,具有恒定或温度依赖效率的光伏板)。与其他工具相比,其主要特点之一是它将DSM技术的使用扩展到各种可以相互作用的能源网格。此外,可以为聚合者和客户设置不同的经济模型,甚至可以在这些群体中设置不同的经济模型。作为最后的竞争优势,PEACEFULNESS允许用户模拟操作和监督数以万计的代理。它还提供了一个报告系统,可以访问所有数据,保留的指标具有可配置的粒度和频率。最后,介绍了几个验证案例,随后是一系列规模越来越大的测试案例:智能家居、智能小区(2000个住宅)和智能社区(50000个住宅)。
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来源期刊
Smart Energy
Smart Energy Engineering-Mechanical Engineering
CiteScore
9.20
自引率
0.00%
发文量
29
审稿时长
73 days
期刊最新文献
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