Optimal day-ahead active and reactive power management for microgrids with high penetration of renewables

IF 7.1 Q1 ENERGY & FUELS Energy Conversion and Management-X Pub Date : 2024-04-23 DOI:10.1016/j.ecmx.2024.100598
Matteo Fresia , Laura Bordo , Federico Delfino , Stefano Bracco
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Abstract

In recent years, efforts have been made to increase the proportion of electricity demand met by Renewable Energy Sources (RESs). Distributed Energy Resources (DERs) play a crucial role in this frame, particularly in Microgrids (MGs) where DERs and clusters of loads are interconnected. This paper presents an Energy Management System (EMS) developed for a low-voltage MG installed in Italy, connecting Photovoltaic (PV) units, a Wind Turbine (WT), a Battery Energy Storage System (BESS), a Combined Heat and Power (CHP) unit and loads: the EMS aims to optimize the day-ahead scheduling of the MG, considering both economic and power quality criteria. The mathematical model incorporates the capability curves of the inverters connected to DERs and allows for curtailment of PV and WT units, with curtailment costs assessed using the Levelized Cost of Electricity (LCOE). Penalties for the absorption of reactive power from the external network are considered and evaluated in accordance with the current regulatory framework. Optimal Power Flow (OPF) equations are integrated into the EMS model, too. A preliminary analysis, carried out on a simplified MG, evaluates the impact of linearizing the DERs capability curves and OPF equations on the EMS’s outcomes. Finally, a sensitivity analysis evaluates the impact of different operational constraints and of different objective function formulations on the operation of the MG, discussing key energy and economic results.

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为可再生能源渗透率高的微电网优化日前有功和无功功率管理
近年来,人们一直在努力提高可再生能源(RES)满足电力需求的比例。分布式能源资源(DER)在这一框架中发挥着至关重要的作用,特别是在微电网(MG)中,DER 与负载群组相互连接。本文介绍了为意大利低压微电网开发的能源管理系统(EMS),该微电网连接了光伏(PV)装置、风力涡轮机(WT)、电池储能系统(BESS)、热电联产(CHP)装置和负载:EMS 的目标是优化微电网的日前调度,同时考虑经济性和电能质量标准。数学模型纳入了与 DER 相连的逆变器的能力曲线,并允许削减光伏和风电机组,削减成本使用平准化电力成本 (LCOE) 进行评估。根据当前的监管框架,考虑并评估了从外部网络吸收无功功率的惩罚措施。最优功率流 (OPF) 等式也被纳入了 EMS 模型。在简化 MG 上进行的初步分析评估了 DERs 能力曲线线性化和 OPF 方程对 EMS 结果的影响。最后,敏感性分析评估了不同运行约束和不同目标函数公式对 MG 运行的影响,并讨论了主要的能源和经济结果。
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来源期刊
CiteScore
8.80
自引率
3.20%
发文量
180
审稿时长
58 days
期刊介绍: Energy Conversion and Management: X is the open access extension of the reputable journal Energy Conversion and Management, serving as a platform for interdisciplinary research on a wide array of critical energy subjects. The journal is dedicated to publishing original contributions and in-depth technical review articles that present groundbreaking research on topics spanning energy generation, utilization, conversion, storage, transmission, conservation, management, and sustainability. The scope of Energy Conversion and Management: X encompasses various forms of energy, including mechanical, thermal, nuclear, chemical, electromagnetic, magnetic, and electric energy. It addresses all known energy resources, highlighting both conventional sources like fossil fuels and nuclear power, as well as renewable resources such as solar, biomass, hydro, wind, geothermal, and ocean energy.
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