4.8 Article

Energy management strategy for a renewable-based residential microgrid with generation and demand forecasting

Journal

APPLIED ENERGY
Volume 158, Issue -, Pages 12-25

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.apenergy.2015.08.040

Keywords

Microgrids; Renewable energy; Energy management; Forecasting

Funding

  1. Government of Navarra
  2. ERDF funds under project Microgrids in Navarra: design, development and implementation
  3. Spanish Ministry of Economy and Competitiveness [DPI2013-42853-R]
  4. European Union [FP7-308468]

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This paper proposes an energy management strategy for a residential microgrid comprising photovoltaic (PV) panels and a small wind turbine. The microgrid is connected to the main grid, allowing for a controlled power exchange through a battery system and its control strategy. As input data, the proposed control strategy uses the battery state of charge (SOC), the power at each microgrid node as well as the load and renewable generation forecasts. By using forecasted data and correcting any forecasting errors according to the SOC of the battery, the strategy manages to make a better use of the battery resulting in a better grid power profile. The simulation of the system using a one-year data period shows that the proposed energy management strategy results in a better grid power profile for a given storage system when compared with other state-of-the-art strategies. Finally, the proposed strategy was experimentally validated in the microgrid built in the Renewable Energy Laboratory at the UPNa. (C) 2015 Elsevier Ltd. All rights reserved.

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