A tri-level stochastic model for operational planning of microgrids with hydrogen refuelling station-integrated energy hubs

IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL
Ahmad Rezaee Jordehi , Seyed Amir Mansouri , Marcos Tostado-Véliz , Murodbek Safaraliev , Seyed Mehdi Hakimi , Mohammad Nasir
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引用次数: 0

Abstract

Energy hubs are efficient energy systems in which multiple energy carriers are converted, conditioned and stored to supply multiple forms of energy demands such as electricity, gas and heat. On the other hand, the penetration of fuel cell vehicles in transportation sector is increasing. The role of hydrogen refuelling stations is to inject hydrogen into fuel cell vehicles. A hydrogen refuelling station may absorb its required electricity from an energy hub. The operational planning of the microgrids with hydrogen refuelling station-integrated energy hubs has not been addressed before; therefore, the main goal of this research is to develop a hierarchical stochastic framework for operational planning of isolated microgrids with hydrogen refuelling station-integrated energy hubs, considering the uncertainties. In a hierarchical framework, the players are not obliged to submit their models to a central agent, so the privacy of players is preserved; moreover, it is computationally inexpensive. Mixed-integer linear programming models are used for hydrogen refuelling stations and energy hubs, while a mixed-integer quadratic programming model is used for modeling microgrid. CPLEX and GUROBI solvers are respectively used for solving the developed models. SCENRED module is used for scenario reduction. The studied microgrid is a renewable-rich 69-bus radial network. The findings approve the efficiency of the proposed methodology. The impact of batteries and wind generators on the operation of energy hubs has been evaluated.
加氢站集成能源枢纽微电网运行规划的三层随机模型
能源枢纽是一种高效的能源系统,其中多种能源载体经过转换、调节和储存,以满足电力、天然气和热能等多种形式的能源需求。另一方面,燃料电池汽车在交通运输领域的渗透率正在增加。加氢站的作用是向燃料电池汽车注入氢气。氢燃料补给站可以从能源中心吸收所需的电力。具有加氢站集成能源枢纽的微电网的运行规划以前没有得到解决;因此,本研究的主要目标是在考虑不确定性的情况下,为具有加氢站集成能源枢纽的孤立微电网的运行规划开发一个分层随机框架。在等级框架中,玩家没有义务将他们的模型提交给中央代理,因此玩家的隐私得到了保护;此外,它在计算上很便宜。加氢站和能源枢纽采用混合整数线性规划模型,微电网采用混合整数二次规划模型。分别使用CPLEX和GUROBI求解器对所建立的模型进行求解。SCENRED模块用于场景还原。所研究的微电网是一个可再生能源丰富的69总线径向网络。调查结果证实了所建议的方法的效率。已经评估了电池和风力发电机对能源中心运行的影响。
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来源期刊
International Journal of Hydrogen Energy
International Journal of Hydrogen Energy 工程技术-环境科学
CiteScore
13.50
自引率
25.00%
发文量
3502
审稿时长
60 days
期刊介绍: The objective of the International Journal of Hydrogen Energy is to facilitate the exchange of new ideas, technological advancements, and research findings in the field of Hydrogen Energy among scientists and engineers worldwide. This journal showcases original research, both analytical and experimental, covering various aspects of Hydrogen Energy. These include production, storage, transmission, utilization, enabling technologies, environmental impact, economic considerations, and global perspectives on hydrogen and its carriers such as NH3, CH4, alcohols, etc. The utilization aspect encompasses various methods such as thermochemical (combustion), photochemical, electrochemical (fuel cells), and nuclear conversion of hydrogen, hydrogen isotopes, and hydrogen carriers into thermal, mechanical, and electrical energies. The applications of these energies can be found in transportation (including aerospace), industrial, commercial, and residential sectors.
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