Energy management for an electro-thermal renewable-based residential microgrid with energy balance forecasting and demand side management

被引:55
|
作者
Pascual, Julio [1 ]
Arcos-Aviles, Diego [2 ]
Ursua, Alfredo [1 ]
Sanchis, Pablo [1 ]
Marroyo, Luis [1 ]
机构
[1] Publ Univ Navarre UPNA, Inst Smart Cities, Dept Elect Elect & Commun Engn, Edif Pinos,Campus Arrosadia S-N, Pamplona 31006, Spain
[2] Univ Fuerzas Armadas ESPE, Grp Invest PROCONET, Dept Elect & Elect, Av Gral Ruminahui S-N,171-5-231B, Sangolqui, Ecuador
关键词
Microgrids; Renewable energy; Energy management; Energy storage; Forecasting; Demand side management; DISTRIBUTED GENERATION; PREDICTIVE CONTROL; STORAGE-SYSTEM; STRATEGY; OPTIMIZATION; REDUCTION;
D O I
10.1016/j.apenergy.2021.117062
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
This paper proposes an energy management strategy for a residential microgrid comprising photovoltaic (PV) panels, a small wind turbine and solar thermal collectors. The microgrid can control the power exchanged with the grid thanks to a battery and a controllable electric water heater, which provide two degrees of freedom to the control strategy. As input data, the proposed control strategy uses the battery state of charge (SOC), the temperature of the hot water tank, the power of each microgrid element as well as the demand and renewable generation forecasts. By using forecasted data and by controlling the electric water heater, the strategy is able to achieve a better grid power profile while using a smaller battery than previous works, hence reducing the overall cost of the system. The strategy is tested by means of simulation with real data for one year and it is also experimentally validated in the microgrid built at the Renewable Energy Laboratory at the UPNA.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Energy management strategy for a renewable-based residential microgrid with generation and demand forecasting
    Pascual, Julio
    Barricarte, Javier
    Sanchis, Pablo
    Marroyo, Luis
    APPLIED ENERGY, 2015, 158 : 12 - 25
  • [2] Fuzzy-based energy management of a residential electro-thermal microgrid based on power forecasting
    Arcos-Aviles, Diego
    Guinjoan, Francesc
    Pascual, Julio
    Marroyo, Luis
    Gordillo, Rodolfo
    Sanchis, Pablo
    Marietta, Martin P.
    Ibarra, Alexander
    IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 1824 - 1829
  • [3] Fuzzy energy management strategy based on Microgrid Energy Rate-of-Change applied to an electro-thermal residential microgrid
    Arcos-Aviles, D.
    Sotomayor, D.
    Llanos Proano, J.
    Guinjoan, F.
    Marietta, M. P.
    Pascual, J.
    Marroyo, L.
    Sanchis, P.
    2017 IEEE 26TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2017, : 99 - 105
  • [4] Integrating supply and demand-side management in renewable-based energy systems
    Dranka, Geremi Gilson
    Ferreira, Paula
    Vaz, A. Ismael F.
    ENERGY, 2021, 232
  • [5] A Probabilistic Energy Management Scheme for Renewable-Based Residential Energy Hubs
    Rastegar, Mohammad
    Fotuhi-Firuzabad, Mahmud
    Zareipour, Hamidreza
    Moeini-Aghtaie, Moein
    IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (05) : 2217 - 2227
  • [6] Optimal energy management strategy for a renewable-based microgrid considering uncertainty
    Natani, Mohammad Ali
    Hosseini, Seyed Mohammad Hassan
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2022, 44 (02) : 3273 - 3293
  • [7] Energy management of the residential smart microgrid with optimal planning of the energy resources and demand side
    Chammam, Abdeljelil
    Alkhazaleh, Hamzah Ali
    Altalbawy, Farag M. A.
    Ved, Amit
    Singh, Ashish
    Kumar, Abhinav
    Sapaev, I. B.
    Alanssari, Ali Ihsan
    Abosaoda, Munther Kadhim
    Romaina, Y. S.
    SCIENCE AND TECHNOLOGY FOR ENERGY TRANSITION, 2024, 79
  • [8] Optimal energy management of a renewable-based isolated microgrid with pumped-storage unit and demand response
    Ghasemi, Ahmad
    Enayatzare, Mehdi
    RENEWABLE ENERGY, 2018, 123 : 460 - 474
  • [9] Energy Efficiency and Optimal Operation of a Residential Microgrid Based on Demand Side Management Strategy
    El Barkouki, Bouthaina
    Mahir, Oumaima
    Laamim, Mohamed
    Rochd, Abdelilah
    Ouassaid, Mohammed
    Oufettoul, Hicham
    9TH INTERNATIONAL YOUTH CONFERENCE ON ENERGY, IYCE 2024, 2024,
  • [10] Hybrid AC/DC Microgrid Energy Management Based on Renewable Energy Sources Forecasting
    Yuan, Baolei
    Chen, Alian
    Du, Chunshui
    Zhang, Chenghui
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 2870 - 2875