共 42 条
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
来源:
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.
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页数:15
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