考虑多区域多资源的电动飞机充电机库热电微网建模与能量管理

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-11-29 DOI:10.1016/j.apenergy.2024.124951
Pablo Verdugo, Claudio Cañizares, Mehrdad Pirnia
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引用次数: 0

摘要

到2050年实现净零排放目标将推动能源向清洁电力能源转型。因此,提出了许多旨在减少建筑和运输部门碳排放的倡议,例如,侧重于实施基于热泵和使用电动飞机的有效加热和冷却系统。微电网可以有效整合热电能源资源和负荷,满足用户需求,同时提供技术、经济和环境效益。因此,本文提出了一个机库微电网模型及其能源管理系统的实现,以优化这种热电机场电网的资源调度,使用模型预测控制方法来解决不确定性,包括详细的建筑热模型,加热和冷却系统的热泵建模,以及电池退化。能源管理系统的拟议数学模型应用于正在为加拿大安大略省滑铁卢惠灵顿飞行中心的机库开发的微电网模型,考虑到微电网组件的具体特性、设备的预期能耗和基于现场测量的用于飞行员培训的电动飞机,以及多室温度控制要求。寻求确保可靠和经济高效的运行,同时考虑居住者在不同空间的舒适度。结果表明,与不部署微电网和包含单个热泵的单室建筑热模型的情况相比,所提出的能源管理系统模型通过多种热资源实现多室温度控制,可以显著节省运营成本和二氧化碳排放。
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Modeling and energy management of hangar thermo-electrical microgrid for electric plane charging considering multiple zones and resources
Achieving net zero goals by 2050 is driving an energy transition towards clean electrical energy. Consequently, many initiatives have been proposed aiming to reduce carbon emissions in the building and transportation sectors, focusing, for instance, on the implementation of efficient heating and cooling systems based on heat pumps and the use of electric planes. Microgrids can effectively integrate thermal and electrical energy resources and loads to satisfy customer demands while providing technical, economic, and environmental benefits. Thus, this paper proposes the implementation of a model of a hangar microgrid and its Energy Management System to optimize the dispatch of resources of such thermo-electrical airport grid, using a Model Predictive Control approach to address uncertainties, and including a detailed building thermal model, heat pump modeling for the heating and cooling systems, and battery degradation. The proposed mathematical model of the Energy Management System is applied to a model of a microgrid being developed for a hangar at the Waterloo Wellington Flight Centre in Ontario, Canada, taking into account the specific characteristics of the microgrid’s components, the expected energy consumption of the equipment and the electric plane used for pilot training based on field measurements, and multi-room temperature control requirements, seeking to ensure a reliable and cost-effective operation, while considering the occupants’ comfort in different spaces. The results indicate that the proposed Energy Management System model, featuring multi-room temperature control through multiple thermal resources, can achieve significant savings in operational costs and CO2 emissions compared to a scenario where the microgrid is not deployed and another where a single-room building thermal model with a single heat pump is included.
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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