Demand Side Management of a pool of air source heat pumps for space heating and domestic hot water production in a residential district

被引:45
|
作者
Vivian, Jacopo [1 ]
Prataviera, Enrico [1 ]
Cunsolo, Francesco [2 ]
Pau, Marco [3 ]
机构
[1] Univ Padua, Dept Ind Engn, Padua, Italy
[2] Proc Facil Grp Int, Cork, Ireland
[3] Rhein Westfal TH Aachen, Inst Automat Complex Power Syst, Aachen, Germany
关键词
Demand Side Management; Flexibility; Electric heat pumps; Thermal energy storage; Domestic hot water; Power peak shaving; Mixed integer linear programming; THERMAL-ENERGY STORAGE; POWER-TO-HEAT; ELECTRICITY DEMAND; FLEXIBILITY; BUILDINGS; SYSTEM; MODEL; GRIDS;
D O I
10.1016/j.enconman.2020.113457
中图分类号
O414.1 [热力学];
学科分类号
摘要
The ongoing electrification of the heating sector will severely affect the patterns of power consumption in electrical distribution systems. Coupling electric heat pumps to thermal energy storage systems allows to increase the flexibility in their operation, thus minimizing the side effects on the electrical grid. This paper investigates the potential of an optimization algorithm that coordinates the operation of a pool of heat pumps in a residential district with the aim of reducing the power peak at grid level. In the simulated scenarios, the heat pumps are coupled to heat storage tanks for space heating and domestic hot water production. The simulations show that the proposed Demand Side Management strategy allows reducing daily peaks up to 21% when only space heating is considered, and up to a 35% when domestic hot water tanks are included in the optimization. The article discusses the effects of different factors, such as weather conditions and user behavior, as well as the uncertainty inherent to the predictions of domestic hot water and electrical consumption. In conclusion, the paper shows that a centralized management of the heat pumps can significantly contribute to reducing the issues linked to the extensive electrification of residential heating systems.
引用
收藏
页数:19
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