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Economic optimization of micro-grid operations by dynamic programming with real energy forecast

Abstract : Optimal management of micro-grids requires anticipating the supply-demand unbalance. This work aims at developing a method to integrate real day-ahead deterministic forecasts of photovoltaic (PV) production and of system loads in the management of an ESS integrated inside a micro-grid. Dynamic Programming (DP) has been chosen to optimize the cost of the micro-grid operation. To test the developed method, a real educational Net Zero Energy Building equipped with a PV roof is considered. Compared to a management that does not take advantage of forecasts, the developed method allows decreasing the operating cost of the system.
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https://hal.univ-reunion.fr/hal-02372500
Contributor : Mathieu David Connect in order to contact the contributor
Submitted on : Wednesday, November 20, 2019 - 2:28:37 PM
Last modification on : Wednesday, November 3, 2021 - 4:25:28 AM

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Faly H. Ramahatana Andriamasomanana, Mathieu David. Economic optimization of micro-grid operations by dynamic programming with real energy forecast. Journal of Physics: Conference Series, IOP Publishing, 2019, 1343, pp.012067. ⟨10.1088/1742-6596/1343/1/012067⟩. ⟨hal-02372500⟩

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