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Benavides Cesar, Llinet llinet.bcesar@upm.es

INGENIERÍA TOPOGRÁFICA Y CARTOGRAFÍA / Universidad Politécnica de Madrid

Publications

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, Llinet
  • Manso-Callejo, Miguel-angel
  • Cira, Calimanut-Ionut

Forecasting - 17/1/2025

10.3390/forecast7010005 View at source

  • ISSN 25719394

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

  • Cesar, LB
  • Perpiñán-Lamigueiro, O

Energies - 1/1/2025

10.3390/en18020243 View at source

  • 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 View at source

  • 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 View at source

  • 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, LB
  • Callejo, MAM
  • Cira, CI
  • Alcarria, R

Data - 1/4/2023

10.3390/data8040065 View at source

  • 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 View at source

  • 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

  • Benavides Cesar, Llinet
  • Amaro e Silva, Rodrigo
  • Manso Callejo, Miguel Angel
  • Cira, Calimanut-Ionut

Energies - 1/6/2022

10.3390/en15124341 View at source

  • ISSN 19961073

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

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

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

10.23919/cisti54924.2022.9820421 View at source

  • ISSN 21660727

This researcher has no books.

This researcher has no book chapters.

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 View at source

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

  • BENAVIDES CESAR, LLINET

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

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Plataforma y gemelo digital de vialidad invernal para la optimización de operaciones de tratamiento curativo basados en inteligencia artificial

  • BENAVIDES CESAR, LLINET (Miembro del equipo de investigación)
  • Wilby, Mark Richard (Miembro del equipo de trabajo)
  • Vinagre Diaz, Juan Jose (Investigador principal (IP))
  • SANCHEZ AVILA, MARIA DEL CARMEN (Participante)

Period: 01-09-2023 - 31-08-2026

Type of funding: National

Amount of funding: 360303,00 Euros.

  • iMarina

Aprendizaje profundo aplicado al reconocimiento, segmentación semántica, post-procesamiento y extracción de la geometría de viales principales, secundarios y caminos

  • Maldonado Ibáñez, Ana (Participante)
  • Manso Callejo, Miguel Ángel (Investigador principal (IP))
  • SERRADILLA GARCIA, FRANCISCO (Investigador principal (IP))
  • ARRANZ JUSTEL, JOSE JUAN (Participante)
  • GARCIA MORALES, LINO PEDRO (Participante)
  • DIAZ ALVAREZ, ALBERTO (Participante)
  • Iturrioz Aguirre, Teresa (Participante)
  • BENAVIDES CESAR, LLINET (Miembro del equipo de trabajo)
  • Cira, Calimanut-Ionut (Participante)
  • QUEROL PASCUAL, JOSE JAVIER (Miembro del equipo de trabajo)
  • Barreira González, Pablo (Participante)
  • GONZALEZ MATESANZ, FRANCISCO JAVIER (Participante)
... View more Collapse

Period: 01-01-2021 - 31-12-2023

Type of funding: National

Amount of funding: 19118,00 Euros.

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 9/23/25 8:50 PM