Visualitza Departament: Enginyeria de Sistemes Industrials i Disseny per autoria "00e1d4a9-1aa3-427b-8666-ca4851a2d774"
Ara mostrant els elements 1-7 d 7
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A deep learning model for intra-day forecasting of solar irradiance using satellite-based estimations in the vicinity of a PV power plant
Pérez, Emilio; Pérez Soler, Javier; Segarra-Tamarit, Jorge; Beltran, Hector Elsevier (2021-03-25)This work proposes an intra-day forecasting model, which does not require to be trained or fed with real-time data measurements, for global horizontal irradiance (GHI) at a given location. The proposed model uses a series ... -
Battery size determination for photovoltaic capacity firming using deep learning irradiance forecasts
Beltran, Hector; Cardo Miota, Javier; Segarra-Tamarit, Jorge; Pérez, Emilio Elsevier (2021-01)Large photovoltaic (PV) power plants benefit from the introduction of batteries to increase their dispatchability. Among other services, batteries enable PV plants to firm their hourly energy production and avoid in this ... -
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 ... -
Dimensionado de sistema de almacenamiento para hibridación con FV a partir de predicciones probabilísticas de irradiancia
Pérez Soler, Emilio; González Barreda, Javier; Segarra-Tamarit, Jorge; Beltrán San Segundo, Héctor Universidade da Coruña (2021-09-09)En este trabajo se propone una metodología para dimensionar el sistema de almacenamiento de un sistema híbrido con fotovoltaica (FV) para uso doméstico, a partir de predicciones probabilísticas de la producción solar. ... -
Influence of the intraday electricity market structure on the degradation of Li-ion batteries used to firm PV production
Beltran, Hector; Ayuso Olmeda, Pablo; Cardo Miota, Javier; Segarra-Tamarit, Jorge; Aparicio, Néstor; Pérez, Emilio Wiley (2022-03-04)This article considers the introduction of Li-ion batteries in photovoltaic power plants to firm their energy production and analyzes the dependence of their degradation on the structure of the electricity market where the ... -
Optimized battery sizing for merchant solar PV capacity firming in different electricity markets
Cardo Miota, Javier; Beltran, Hector; Ayuso, Pablo; Segarra-Tamarit, Jorge; Pérez, Emilio IEEE (2019-10-14)This work analyses the minimum energy capacity requirements to be demanded to battery energy storage systems used in megawatt-range merchant solar PV plants to grant capacity firming. The operation of such a plant is ... -
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 ...