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.
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, Malaysia
Fed Univ Technol, Dept Elect Elect Engn, PMB 65, Minna, NigeriaUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Olatomiwa, Lanre
Mekhilef, Saad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Mekhilef, Saad
Ismail, M. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, Malaysia
Palestine Tech Univ Kadoorie, Dept Elect Engn, Tulkarm, IsraelUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Ismail, M. S.
Moghavvemi, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, Malaysia
Palestine Tech Univ Kadoorie, Dept Elect Engn, Tulkarm, Israel
Univ Sci & Culture, Tehran, IranUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
机构:
KTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
KTH Royal Inst Technol, Sch Elect Engn, Automat Control Lab, Stockholm, SwedenKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
Parisio, Alessandra
Rikos, Evangelos
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Renewable Energy Sources & Saving CRES, Dept PVs & DERs Syst, Athens, GreeceKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
Rikos, Evangelos
Tzamalis, George
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Renewable Energy Sources & Saving CRES, Dept RES & Hydrogen Technol, Athens, GreeceKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
Tzamalis, George
Glielmo, Luigi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sannio, Dept Engn, Benevento, ItalyKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, Malaysia
Fed Univ Technol, Dept Elect Elect Engn, PMB 65, Minna, NigeriaUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Olatomiwa, Lanre
Mekhilef, Saad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Mekhilef, Saad
Ismail, M. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, Malaysia
Palestine Tech Univ Kadoorie, Dept Elect Engn, Tulkarm, IsraelUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Ismail, M. S.
Moghavvemi, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
Univ Malaya, Dept Elect Engn, CRAE, Kuala Lumpur 50603, Malaysia
Palestine Tech Univ Kadoorie, Dept Elect Engn, Tulkarm, Israel
Univ Sci & Culture, Tehran, IranUniv Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
机构:
KTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
KTH Royal Inst Technol, Sch Elect Engn, Automat Control Lab, Stockholm, SwedenKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
Parisio, Alessandra
Rikos, Evangelos
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Renewable Energy Sources & Saving CRES, Dept PVs & DERs Syst, Athens, GreeceKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
Rikos, Evangelos
Tzamalis, George
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Renewable Energy Sources & Saving CRES, Dept RES & Hydrogen Technol, Athens, GreeceKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
Tzamalis, George
Glielmo, Luigi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sannio, Dept Engn, Benevento, ItalyKTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden