Advantages of Minimizing Energy Exchange Instead of Energy Cost in Prosumer Microgrids

被引:34
作者
Gonzalez-Romera, Eva [1 ]
Ruiz-Cortes, Mercedes [1 ]
Milanes-Montero, Maria-Isabel [1 ]
Barrero-Gonzalez, Fermin [1 ]
Romero-Cadaval, Enrique [1 ]
Lopes, Rui Amaral [2 ,3 ]
Martins, Joao [2 ,3 ]
机构
[1] Univ Extremadura, Elect Elect & Control Engn Dept, Badajoz 06006, Spain
[2] Univ Lisbon, Fac Sci & Technol NOVA, P-2829516 Caparica, Portugal
[3] Ctr Technol & Syst CTS UNINOVA, P-2829516 Caparica, Portugal
关键词
distributed energy resources; electric energy storage; energy management system; genetic algorithm; microgrid; prosumer; self-consumption; STORAGE;
D O I
10.3390/en12040719
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
Microgrids of prosumers are a trendy approach within the smart grid concept, as a way to increase distributed renewable energy penetration within power systems in an efficient and sustainable way. Single prosumer individual management has been previously discussed in literature, usually based on economic profit optimization. In this paper, two novel approaches are proposed: firstly, a different objective function, relative to the mismatch between generated and demanded power, is tested and compared to classical objective function based on energy price, by means of a genetic algorithm method; secondly, this optimization procedure is applied to batteries' coordinated scheduling of all the prosumers composing a community, instead of single one, which better matches the microgrid concept. These approaches are tested on a microgrid with two household prosumers, in the context of Spanish regulation for self-consumption. Results show noticeably better performance of mismatch objective function and coordinated schedule, in terms of self-consumption and self-sufficiency rates, power and energy interchanges with the main grid, battery degradation and even economic benefits.
引用
收藏
页数:18
相关论文
共 26 条
[1]  
Alba Alfredo., 2017, Proceedings of the Knowledge Capture Conference, P1
[2]  
[Anonymous], EUPHEMIA DESCR FUNCT
[3]  
[Anonymous], BEST PRACT REN EN SE
[4]  
[Anonymous], IB EL MARK REP
[5]  
[Anonymous], STRAT EN TECHN SET P
[6]   Load Modeling-A Review [J].
Arif, Anmar ;
Wang, Zhaoyu ;
Wang, Jianhui ;
Mather, Barry ;
Bashualdo, Hugo ;
Zhao, Dongbo .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (06) :5986-5999
[7]   Prosumption and the distribution and supply of electricity [J].
Bellekom, Sandra ;
Arentsen, Maarten ;
van Gorkum, Kirsten .
ENERGY SUSTAINABILITY AND SOCIETY, 2016, 6
[8]   Robust Control of a Microgrid Energy Storage System Using Various Approaches [J].
Choi, Jongwoo ;
Shin, Youngmee ;
Choi, Moonok ;
Park, Wan-Ki ;
Lee, Il-Woo .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (03) :2702-2712
[9]   Grid-price Dependent Optimal Energy Storage Management Strategy for Grid-connected Industrial Microgrids [J].
Eseye, Abinet Tesfaye ;
Zheng, Dehua ;
Zhang, Jianhua ;
Li, Han .
2017 NINTH ANNUAL IEEE GREEN TECHNOLOGIES CONFERENCE (GREENTECH 2017), 2017, :124-131
[10]   Prosumer Communities and Relationships in Smart Grids: A Literature Review, Evolution and Future Directions [J].
Espe, Eunice ;
Potdar, Vidyasagar ;
Chang, Elizabeth .
ENERGIES, 2018, 11 (10)