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
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共 42 条
  • [21] Mahmud MA, 2011, IEEE IND ELEC, P985
  • [22] Testing of a Predictive Control Strategy for Balancing Renewable Sources in a Microgrid
    Marinelli, Mattia
    Sossan, Fabrizio
    Costanzo, Giuseppe Tommaso
    Bindner, Henrik W.
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (04) : 1426 - 1433
  • [23] Voltage rise - the big issue when connecting embedded generation to long 11 kV overhead lines
    Masters, CL
    [J]. POWER ENGINEERING JOURNAL, 2002, 16 (01): : 5 - 12
  • [24] An efficient scenario-based stochastic programming framework for multi-objective optimal micro-grid operation
    Niknam, Taher
    Azizipanah-Abarghooee, Rasoul
    Narimani, Mohammad Rasoul
    [J]. APPLIED ENERGY, 2012, 99 : 455 - 470
  • [25] Energy management strategies in hybrid renewable energy systems: A review
    Olatomiwa, Lanre
    Mekhilef, Saad
    Ismail, M. S.
    Moghavvemi, M.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 62 : 821 - 835
  • [26] Use of model predictive control for experimental microgrid optimization
    Parisio, Alessandra
    Rikos, Evangelos
    Tzamalis, George
    Glielmo, Luigi
    [J]. APPLIED ENERGY, 2014, 115 : 37 - 46
  • [27] Integration of wind and hydrogen technologies in the power system of Corvo island, Azores: A cost-benefit analysis
    Parissis, O. -S.
    Zoulias, E.
    Stamatakis, E.
    Sioulas, K.
    Alves, L.
    Martins, R.
    Tsikalakis, A.
    Hatziargyriou, N.
    Caralis, G.
    Zervos, A.
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2011, 36 (13) : 8143 - 8151
  • [28] Are batteries the optimum PV-coupled energy storage for dwellings? Techno-economic comparison with hot water tanks in the UK
    Parra, David
    Walker, Gavin S.
    Gillott, Mark
    [J]. ENERGY AND BUILDINGS, 2016, 116 : 614 - 621
  • [29] Energy management strategy for a renewable-based residential microgrid with generation and demand forecasting
    Pascual, Julio
    Barricarte, Javier
    Sanchis, Pablo
    Marroyo, Luis
    [J]. APPLIED ENERGY, 2015, 158 : 12 - 25
  • [30] Implementation and Control of a Residential Electrothermal Microgrid Based on Renewable Energies, a Hybrid Storage System and Demand Side Management
    Pascual, Julio
    Sanchis, Pablo
    Marroyo, Luis
    [J]. ENERGIES, 2014, 7 (01) : 210 - 237