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Deep learning-based forecasting of aggregated CSP production
Segarra-Tamarit, Jorge; Pérez, Emilio; Moya Bueno, Eric; Ayuso, Pablo; Beltrán San Segundo, Héctor Elsevier (2020-02-25)This paper introduces deep learning-based forecasting models for the continuous prediction of the aggregated production generated by CSP plants in Spain. These models use as inputs the expected top of atmosphere ... -
Lifetime Expectancy of Li-Ion Batteries used for Residential Solar Storage.
Beltran, Hector; Ayuso, Pablo; Pérez, Emilio MDPI (2020-01-24)This paper analyses the degradation that is experienced by different types of Li-ion batteries when used as home solar storage systems controlled to minimize the electricity bill of the corresponding household. Simulating ... -
Optimized profitability of LFP and NMC Li-ion batteries in residential PV applications
Ayuso, Pablo; Beltrán San Segundo, Héctor; Segarra-Tamarit, Jorge; Pérez, Emilio Elsevier (2020)This paper analyses the economic profitability provided by different types of Li-ion batteries when used in residential solar applications under a Model Predictive Control that optimizes the operation of the system. The ...