Improved Energy Management Strategy for Prosumer Buildings with Renewable Energy Sources and Battery Energy Storage Systems

IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of Modern Power Systems and Clean Energy Pub Date : 2024-03-25 DOI:10.35833/MPCE.2023.000761
Pavitra Sharma;Krishna Kumar Saini;Hitesh Datt Mathur;Puneet Mishra
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Abstract

The concept of utilizing microgrids (MGs) to convert buildings into prosumers is gaining massive popularity because of its economic and environmental benefits. These pro-sumer buildings consist of renewable energy sources and usually install battery energy storage systems (BESSs) to deal with the uncertain nature of renewable energy sources. However, because of the high capital investment of BESS and the limitation of available energy, there is a need for an effective energy management strategy for prosumer buildings that maximizes the profit of building owner and increases the operating life span of BESS. In this regard, this paper proposes an improved energy management strategy (IEMS) for the prosumer building to minimize the operating cost of MG and degradation factor of BESS. Moreover, to estimate the practical operating life span of BESS, this paper utilizes a non-linear battery degradation model. In addition, a flexible load shifting (FLS) scheme is also developed and integrated into the proposed strategy to further improve its performance. The proposed strategy is tested for the real-time annual data of a grid-tied solar photovoltaic (PV) and BESS-powered AC-DC hybrid MG installed at a commercial building. Moreover, the scenario reduction technique is used to handle the uncertainty associated with generation and load demand. To validate the performance of the proposed s trategy, the results of IEMS are compared with the well-established energy management strategies. The simulation results verify that the proposed strategy substantially increases the profit of the building owner and operating life span of BESS. Moreover, FLS enhances the performance of IEMS by further improving the financial profit of MG owner and the life span of BESS, thus making the operation of prosumer building more economical and efficient.
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利用可再生能源和电池储能系统改进消费型建筑的能源管理战略
利用微电网(MGs)将建筑物转化为 "消费者"(prosumers)的概念因其经济和环境效益而受到广泛欢迎。这些专业消费者建筑由可再生能源组成,通常安装电池储能系统(BESS),以应对可再生能源的不确定性。然而,由于 BESS 的资本投资较高,且可用能源有限,因此有必要为亲民建筑制定有效的能源管理战略,以最大限度地提高建筑所有者的收益,并延长 BESS 的运行寿命。为此,本文提出了一种改进的民用建筑能源管理策略(IEMS),以最大限度地降低 MG 的运营成本和 BESS 的衰减因子。此外,为了估算 BESS 的实际运行寿命,本文采用了非线性电池衰减模型。此外,还开发了一种灵活的负载转移(FLS)方案,并将其集成到所提出的策略中,以进一步提高其性能。本文针对安装在一栋商业建筑内的并网太阳能光伏发电(PV)和 BESS 供电交直流混合发电机的实时年度数据,对所提出的策略进行了测试。此外,还使用了情景还原技术来处理与发电和负载需求相关的不确定性。为了验证所提策略的性能,将 IEMS 的结果与成熟的能源管理策略进行了比较。模拟结果证实,所提出的策略大大提高了楼宇业主的利润和 BESS 的运行寿命。此外,FLS 还增强了 IEMS 的性能,进一步提高了 MG 所有者的经济利润和 BESS 的使用寿命,从而使专业用户建筑的运营更加经济高效。
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来源期刊
Journal of Modern Power Systems and Clean Energy
Journal of Modern Power Systems and Clean Energy ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
12.30
自引率
14.30%
发文量
97
审稿时长
13 weeks
期刊介绍: Journal of Modern Power Systems and Clean Energy (MPCE), commencing from June, 2013, is a newly established, peer-reviewed and quarterly published journal in English. It is the first international power engineering journal originated in mainland China. MPCE publishes original papers, short letters and review articles in the field of modern power systems with focus on smart grid technology and renewable energy integration, etc.
期刊最新文献
Contents Contents Regional Power System Black Start with Run-of-River Hydropower Plant and Battery Energy Storage Power Flow Calculation for VSC-Based AC/DC Hybrid Systems Based on Fast and Flexible Holomorphic Embedding Machine Learning Based Uncertainty-Alleviating Operation Model for Distribution Systems with Energy Storage
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