能源管理
储能
能量(信号处理)
热能储存
热的
相变
相(物质)
环境科学
计算机科学
工程物理
工程类
热力学
物理
功率(物理)
量子力学
作者
Maryam Mohiti,Mohammadreza Mazidi,Niccolò Oggioni,David Steen,Lê Anh Tuấn
出处
期刊:IEEE Transactions on Industry Applications
[Institute of Electrical and Electronics Engineers]
日期:2024-05-01
卷期号:60 (3): 4470-4481
标识
DOI:10.1109/tia.2024.3359126
摘要
Local energy communities (LECs) facilitate energy distribution, supply, consumption, storage, and trading for the communities and their members. This paper proposes an energy management system (EMS) for optimal heat and power scheduling in LECs. A novel model for the phase-change thermal energy storage (TES) which is applicable in mixed integer linear problems (MILP), is introduced. Furthermore, a risk-averse and risk-seeker EMS is developed that incorporates the integration of TES to optimize electricity and heat scheduling in LECs. The developed EMS doesn't require probability distribution functions of predicted data which makes it valuable in cases with high levels of uncertainties or lack of sufficient historical data. To validate the performance of the proposed TES model, real time studies are conducted on an industrial TES provided by Azelio company. Likewise, the effectiveness and efficiency of the proposed EMS are evaluated on a real LEC at Chalmers University of Technology campus, Gothenburg, Sweden.
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