Sustainable and reliability based coalition forming model for smart multi-microgrid systems considering battery and water storage systems

IF 8.9 2区 工程技术 Q1 ENERGY & FUELS Journal of energy storage Pub Date : 2024-10-12 DOI:10.1016/j.est.2024.114050
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Abstract

This paper proposes a stochastic coalition-forming mechanism to determine the best structure for cooperation among microgrids in the distribution networks. In this model, the microgrids perform group decision-making to simultaneously minimize their operating cost and energy not supplied by cooperation with other neighbor microgrids. Each microgrid has different options for cooperation with other microgrids and each option is considered as a strategy. Each strategy imposes a consequence for microgrids, and the utility concept is provided to evaluate its consequence. Also, the proposed model considers the uncertainty of renewable energy resources to ensure the results in both isolated and grid-connected modes. This mechanism provides peer-to-peer energy trading among microgrids so that each microgrid transacts its surplus electricity to other cooperator microgrids when needed. In addition to renewable energy sources, controllable resources, and energy storage systems, each microgrid is integrated with the destination unit and water storage tank to supply the required freshwater for the customers. The proposed model is tested on the general case study, and the simulation results are compared with the non-cooperative framework. The results show that the proposed coalition-forming model reduces the energy not supplied by 301.63 kWh and 146.89 kWh, in the islanded and grid-connected modes, respectively.
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基于可持续和可靠性的智能多微网系统联盟形成模型(考虑电池和蓄水系统
本文提出了一种随机联盟形成机制,以确定配电网中微电网之间的最佳合作结构。在这一模型中,微电网执行群体决策,以同时最小化其运营成本和通过与其他相邻微电网合作而未供应的能源。每个微电网都有与其他微电网合作的不同选择,每个选择都被视为一种策略。每种策略都会给微电网带来一定的后果,并提供实用性概念来评估其后果。此外,建议的模型还考虑了可再生能源的不确定性,以确保在孤立和并网模式下都能取得结果。该机制在微电网之间提供点对点能源交易,以便每个微电网在需要时将其剩余电力交易给其他合作微电网。除了可再生能源、可控资源和储能系统外,每个微电网还集成了目的单元和储水箱,为客户提供所需的淡水。在一般案例研究中对所提出的模型进行了测试,并将模拟结果与非合作框架进行了比较。结果表明,在孤岛模式和并网模式下,建议的联盟形成模型分别减少了 301.63 千瓦时和 146.89 千瓦时的未供应能源。
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来源期刊
Journal of energy storage
Journal of energy storage Energy-Renewable Energy, Sustainability and the Environment
CiteScore
11.80
自引率
24.50%
发文量
2262
审稿时长
69 days
期刊介绍: Journal of energy storage focusses on all aspects of energy storage, in particular systems integration, electric grid integration, modelling and analysis, novel energy storage technologies, sizing and management strategies, business models for operation of storage systems and energy storage developments worldwide.
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