2020
DOI: 10.3390/en13225882
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A Two-Step Energy Management Method Guided by Day-Ahead Quantile Solar Forecasts: Cross-Impacts on Four Services for Smart-Buildings

Abstract: The research work hereby presented, emerges from the urge to answer the well-known question of how the uncertainty of intermittent renewable sources affects the performance of a microgrid and how could we deal with it. More specifically, we want to evaluate what could be the impact in performance of a microgrid that is intended to serve a smart-building (powered by photovoltaic panels and with battery energy storage), when the uncertainty of the photovoltaic-production forecasts is considered in the energy man… Show more

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Cited by 4 publications
(4 citation statements)
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“…QP/CP Solver Simulation Platform [163] CPLEX GAMS [70,144] MATLAB [63] CVX MATLAB [168] Active set solver MATLAB [51,91,172] Gurobi MATLAB [81] Python [60] MOSEK Python [29,107,109,127] Other/Unspecified Unspecified…”
Section: Referencesmentioning
confidence: 99%
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“…QP/CP Solver Simulation Platform [163] CPLEX GAMS [70,144] MATLAB [63] CVX MATLAB [168] Active set solver MATLAB [51,91,172] Gurobi MATLAB [81] Python [60] MOSEK Python [29,107,109,127] Other/Unspecified Unspecified…”
Section: Referencesmentioning
confidence: 99%
“…Genetic/Evolutionary Algorithm [48] Analog ensemble [106] Bat algorithm-modified [23] Bird-mating optimization [23,139,169,184] Differential evolution algorithm [180] Evolutionary predator and prey [54,89] Exchange market algorithm [29,63,97,102] Genetic algorithm [100] Harmony search algorithm [31] Krill herd algorithm-modified [47,138] NSGA-II [76,122] Rule-based/custom algorithm [87] Symbiotic organism search algorithm [143] Whale optimization algorithm In summary, Figure 10 shows the number of articles that use each type of optimization algorithm and their shares.…”
Section: Referencementioning
confidence: 99%
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“…Equation ( 1) represents a well accepted function to compute the total cost of the microgrid [3] where all equipment capacities are considered given, so only operating and maintenance costs are included. The cost function consists of maintenance costs associated with battery discharge µ, the cost of purchasing electricity from the main grid B t and the revenues received from the sale of surplus electricity β.…”
Section: Mathematical Formulationmentioning
confidence: 99%