Flexible Loads Scheduling Algorithms for Renewable Energy Communities

被引:4
|
作者
Fonseca, Tiago [1 ]
Ferreira, Luis Lino [1 ]
Landeck, Jorge [2 ]
Klein, Lurian [3 ]
Sousa, Paulo [1 ]
Ahmed, Fayaz [3 ]
机构
[1] Polytech Inst Porto, Sch Engn, P-4249015 Porto, Portugal
[2] Univ Coimbra, Dept Phys, LIBPhys, P-3004516 Coimbra, Portugal
[3] Cleanwatts, P-3040574 Coimbra, Portugal
关键词
energy community; scheduling; renewable energy; flex-offers; algorithms; DEMAND RESPONSE; HOUSEHOLD APPLIANCES; PEER;
D O I
10.3390/en15238875
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Renewable Energy Communities (RECs) are emerging as an effective concept and model to empower the active participation of citizens in the energy transition, not only as energy consumers but also as promoters of environmentally friendly energy generation solutions, particularly through the use of photovoltaic panels. This paper aims to contribute to the management and optimization of individual and community Distributed Energy Resources (DER). The solution follows a price and source-based REC management program, in which consumers' day-ahead flexible loads (Flex Offers) are shifted according to electricity generation availability, prices, and personal preferences, to balance the grid and incentivize user participation. The heuristic approach used in the proposed algorithms allows for the optimization of energy resources in a distributed edge-and-fog approach with a low computational overhead. The simulations performed using real-world energy consumption and flexibility data of a REC with 50 dwellings show an average cost reduction, taking into consideration all the seasons of the year, of 6.5%, with a peak of 12.2% reduction in the summer, and an average increase of 32.6% in individual self-consumption. In addition, the case study demonstrates promising results regarding grid load balancing and the introduction of intra-community energy trading.
引用
收藏
页数:24
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