An Energy Management System for Isolated Microgrids With Thermal Energy Resources

被引:47
作者
Violante, Walter [1 ]
Canizares, Claudio A. [2 ]
Trovato, Michele A. [1 ]
Forte, Giuseppe [1 ]
机构
[1] Politecn Bari, Dept Elect & Informat Engn, I-70126 Bari, Italy
[2] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Combined heat and power; energy management system; microgrids; optimization; storage; thermal energy systems; OPERATION; DISPATCH; HEAT; GRIDS;
D O I
10.1109/TSG.2020.2973321
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel Energy Management System (EMS) model for an isolated microgrid, integrating thermal energy resources, such as Combined Heat and Power (CHP) units, boilers, Heat Pumps (HPs), and Thermal Storage System (TSS), while considering thermal load models, is proposed in this paper. The developed EMS is tested and validated with a real testbed microgrid located in Bari, Italy, which supplies both electricity and heat to a building at the Politecnico di Bari. The proposed EMS aims to minimize the fuel cost and includes thermal comfort requirements and building models, along with suitable models for CHP units and hot water-based TSS, based on an optimization problem formulated as a Mixed Integer Linear Programming (MILP) problem, which is readily handled with commercial solvers, making the EMS fit for online applications. The proposed EMS is compared with an electrical-only EMS, i.e., a practical EMS that does not include thermal systems, with the simulations carried out for different winter days demonstrating the economic benefits of accounting for thermal system models in a microgrid EMS, resulting in significant savings in the daily fuel cost.
引用
收藏
页码:2880 / 2891
页数:12
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