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Benavides Cesar, Llinet llinet.bcesar@upm.es

INGENIERÍA TOPOGRÁFICA Y CARTOGRAFÍA / Universidad Politécnica de Madrid

Actividades

Methodology Based on BERT (Bidirectional Encoder Representations from Transformers) to Improve Solar Irradiance Prediction of Deep Learning Models Trained with Time Series of Spatiotemporal Meteorological Information

  • Benavides-Cesar, L
  • Manso-Callejo, MA
  • Cira, CI

Forecasting - 17/1/2025

10.3390/forecast7010005 Ver en origen

  • ISSN 25719394

Solar Irradiance Ramp Classification Using the IBEDI (Irradiance-Based Extreme Day Identification) Method

  • Cesar, Llinet Benavides
  • Perpinan-Lamigueiro, Oscar

Energies - 1/1/2025

10.3390/en18020243 Ver en origen

  • ISSN 19961073

Three Novel Artificial Neural Network Architectures Based on Convolutional Neural Networks for the Spatio-Temporal Processing of Solar Forecasting Data

  • Cesar, LB
  • Manso-Callejo, MA
  • Cira, CI

Applied Sciences-Basel - 1/7/2024

10.3390/app14135955 Ver en origen

  • ISSN 20763417

Impact of Stationarizing Solar Inputs on Very-Short-Term Spatio-Temporal Global Horizontal Irradiance (GHI) Forecasting

  • Silva, RAE
  • Cesar, LB
  • Callejo, MAM
  • Cira, CI

Energies - 1/7/2024

10.3390/en17143527 Ver en origen

  • ISSN 19961073

CyL-GHI: Global Horizontal Irradiance Dataset Containing 18 Years of Refined Data at 30-Min Granularity from 37 Stations Located in Castile and León (Spain)

  • Cesar, Llinet Benavides
  • Callejo, Miguel Angel Manso
  • Cira, Calimanut-Ionut
  • Alcarria, Ramon

Data - 1/4/2023

10.3390/data8040065 Ver en origen

  • ISSN 23065729

BERT (Bidirectional Encoder Representations from Transformers) for Missing Data Imputation in Solar Irradiance Time Series †

  • Cesar LB
  • Manso-Callejo MÁ
  • Cira CI

Engineering Proceedings - 1/1/2023

10.3390/engproc2023039026 Ver en origen

  • ISSN 26734591

Wind Influence on the Spatiotemporal Forecast of Global Horizontal Irradiance

  • LB Cesar
  • MÁM Callejo
  • CI Cira

Environmental Sciences Proceedings - 1/1/2023

  • iMarina

Review on Spatio-Temporal Solar Forecasting Methods Driven by In Situ Measurements or Their Combination with Satellite and Numerical Weather Prediction (NWP) Estimates

  • Cesar, LB
  • Silva, RAE
  • Callejo, MAM
  • Cira, CI

Energies - 1/6/2022

10.3390/en15124341 Ver en origen

  • ISSN 19961073

Two Novel Deep Learning Models for Short-term Forecasting of Solar Radiation Using Meteorological Variables

  • Cesar, LB
  • Callejo, MAM
  • Cira, CI

8th Iberian Conference On Information Systems And Technologies, Cisti 2013 - 1/1/2022

10.23919/cisti54924.2022.9820421 Ver en origen

  • ISSN 21660727

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

Wind Influence on the Spatiotemporal Forecast of Global Horizontal Irradiance

  • Llinet Benavides Cesar
  • Miguel Ángel Manso Callejo
  • Calimanut-Ionut Cira

Cigeo 2023? (p. 5-5) - 20/12/2023

10.3390/environsciproc2023028005 Ver en origen

ARQUITECTURA NEURONAL PARA PREDICCIÓN DE RADIACIÓN SOLAR EN BASE A VARIABLES METEOROLÓGICAS

  • BENAVIDES CESAR, LLINET

Cigeo 2021 (p. 97-101) - 7/7/2021

  • iMarina

Este/a investigador/a no tiene documentos de trabajo.