Double objective decentralized transactive energy market framework for multi-energy microgrid

Q2 Energy
Amirhamzeh Farajollahi, Meysam Jalalvand, Mohsen Rostami
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引用次数: 0

Abstract

Employing fossil fuels in electricity generation increases carbon emissions and worsens global warming. Relying solely on fossil fuels is not a sustainable solution, which is making renewable energy sources (RESs) an essential part of a sustainable power system. However, high RES integration into power systems poses stability challenges, primarily due to issues with balancing supply and demand. One technical solution is to transfer RES unpredictability to the natural gas network, thereby enhancing power system stability. Other complementary solutions include energy storage systems (ESS), such as power-to-gas (P2G) conversion and battery energy storage systems (BESS), which provide additional balancing capabilities. Peer-to-peer (P2P) energy trading facilitates the integration of distributed energy resources (DERs), while microgrid architectures enable their implementation in medium-voltage (MV) distribution systems. However, neglecting grid constraints—particularly active power losses and voltage stability limits—may compromise the sustainability and cost-effectiveness of RES integration. This paper proposes a multi-objective decentralized P2P energy transactive market framework for the integrated multi-energy microgrid (IEM). The proposed framework employs a double-objective optimization (DOO) approach, minimizing both operating costs and active power losses while incorporating AC power flow constraints and gas pipeline dynamics. A Continuous Double Auction (CDA) mechanism facilitates dynamic energy trading among various energy resources (ERs), containing gas-fired generators (GFGs), prosumers (PRs), P2G systems, and RES-based energy producers. The DOO P2P market outperforms single-objective approaches, achieving 40% lower energy losses and 47% lower peak power demand. Additionally, since the DOO framework reduced energy losses and peak demand significantly, the loss-aware energy dispatch improves the average nodal voltage by 1.5%.

多能微电网的双目标分散交易能源市场框架
使用化石燃料发电增加了碳排放,加剧了全球变暖。仅仅依靠化石燃料并不是一个可持续的解决方案,这使得可再生能源(RESs)成为可持续电力系统的重要组成部分。然而,高RES集成到电力系统中会带来稳定性挑战,主要是由于供需平衡问题。一种技术解决方案是将可再生能源的不可预测性转移到天然气网络,从而提高电力系统的稳定性。其他补充解决方案包括能量存储系统(ESS),如电力到天然气(P2G)转换和电池能量存储系统(BESS),它们提供额外的平衡能力。点对点(P2P)能源交易促进了分布式能源(DERs)的整合,而微电网架构使其能够在中压(MV)配电系统中实现。然而,忽视电网的限制——特别是有功功率损耗和电压稳定性限制——可能会损害可再生能源集成的可持续性和成本效益。针对集成多能微电网,提出了一种多目标去中心化的P2P能源交易市场框架。所提出的框架采用双目标优化(DOO)方法,在考虑交流潮流约束和天然气管道动态的同时,最大限度地降低运营成本和有功功率损耗。连续双拍卖(CDA)机制促进了各种能源资源(er)之间的动态能源交易,包括燃气发电机组(gfg)、生产用户(pr)、P2G系统和基于res的能源生产商。DOO P2P市场优于单目标方法,实现了40%的能量损失和47%的峰值电力需求降低。此外,由于DOO框架显著降低了能量损耗和峰值需求,损耗感知能量调度将平均节点电压提高了1.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Energy Informatics
Energy Informatics Computer Science-Computer Networks and Communications
CiteScore
5.50
自引率
0.00%
发文量
34
审稿时长
5 weeks
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