Luis Felipe Giraldo

Machine learning for site-adaptation and solar radiation forecasting

Gabriel Narváez, Luis Felipe Giraldo, Michaël Bressan et al. · Renewable Energy · 2020 · 181 citations

Solar Radiation Forecasting, Engineering, Machine Learning +4

Failure signature classification in solar photovoltaic plants using RGB images and convolutional neural networks

Alejandro Rico Espinosa, Michaël Bressan, Luis Felipe Giraldo · Renewable Energy · 2020 · 127 citations

Fault Diagnosis, Image Classification, Reliability Engineering +13

Solar irradiance forecasting models without on-site training measurements

Andres Felipe Zambrano, Luis Felipe Giraldo · Renewable Energy · 2020 · 45 citations

On-site Training Measurements, Engineering, Solar Energy Policy +5

Machine learning for manually-measured water quality prediction in fish farming

Andres Felipe Zambrano, Luis Felipe Giraldo, Julián Andrés Quimbayo Castro et al. · PLoS ONE · 2021 · 34 citations · Full text

Trajectory design for efficient crop irrigation with a UAV

Catalina Albornoz, Luis Felipe Giraldo · 2017 IEEE 3rd Colombian Conference on Automatic Control (CCAC) · 2017 · 32 citations

Precision Agriculture, Engineering, Trajectory Design +16