Marcello Anderson F. B. Lima

Improving solar forecasting using Deep Learning and Portfolio Theory integration

Marcello Anderson F. B. Lima, Paulo César Marques de Carvalho, Luis M. Fernández–Ramírez et al. · Energy · 2020 · 106 citations · Full text

Engineering, Machine Learning, Data Science +9

Review on Photovoltaic Power and Solar Resource Forecasting: Current Status and Trends

Tatiane Carolyne Carneiro, Paulo César Marques de Carvalho, Heron Alves dos Santos et al. · Journal of Solar Energy Engineering · 2021 · 70 citations

Engineering, Solar Resource Forecasting, Photovoltaic System +18

A Comparison Between Deep Learning and Support Vector Regression Techniques Applied to Solar Forecast in Spain

Marcello Anderson F. B. Lima, Luis M. Fernández–Ramírez, Paulo César Marques de Carvalho et al. · Journal of Solar Energy Engineering · 2021 · 32 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +14

Portfolio theory applied to solar and wind resources forecast

Marcello Anderson F. B. Lima, Paulo César Marques de Carvalho, Tatiane Carolyne Carneiro et al. · IET Renewable Power Generation · 2017 · 27 citations

Engineering, Portfolio Management, Intermittent Re Sources +17

MLP Back Propagation Artificial Neural Network for Solar Resource Forecasting in Equatorial Areas

Marcello Anderson F. B. Lima, Paulo César Marques de Carvalho, Arthur P. S. Braga et al. · Renewable Energy and Power Quality Journal · 2018 · 15 citations · Full text