First name
Manel
Last name
Martínez-Ramón

Title: Deep learning algorithms for very short term solar irradiance forecasting: A survey
Date: Aug, 2023
Journal Article: Renewable and Sustainable Energy Reviews
Title: Electric Load Forecasting Using Multiple Output Gaussian Processes and Multiple Kernel Learning
Date: Jul, 2023
Conference Paper: 2023 IEEE Symposium on Industrial Electronics & Applications (ISIEA)
Title: Ensemble models for circuit topology estimation, fault detection and classification in distribution systems
Date: Jun, 2023
Journal Article: Sustainable Energy, Grids and Networks
Title: An unsupervised cyberattack detection scheme for AC microgrids using Gaussian process regression and one‐class support vector machine anomaly detection
Date: May, 2023
Journal Article: IET Renewable Power Generation
Title: Energy usage and human behavior modeling for residential bottom-up energy simulation
Date: Jan, 2023
Journal Article: Energy and Buildings
Title: A conditional one-output likelihood formulation for multitask Gaussian processes
Date: Oct, 2022
Journal Article: Neurocomputing
Title: Probabilistic Analysis of Solar Cell Performance Using Gaussian Processes
Date: Feb, 2022
Journal Article: IEEE Journal of Photovoltaics
Title: Explicit basis function kernel methods for cloud segmentation in infrared sky images
Date: Nov, 2021
Journal Article: Energy Reports
Title: Segmentation Algorithms for Ground-Based Infrared Cloud Images
Date: Oct, 2021
Conference Proceedings: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)
Title: Wind Flow Estimation in Thermal Sky Images for Sun Occlusion Prediction
Date: Oct, 2021
Conference Proceedings: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)