Erick Giovani Sperandio Nascimento

Deep learning for diagnosis and classification of faults in industrial rotating machinery

Roberto Souza, Erick Giovani Sperandio Nascimento, Ubatan Almeida Miranda et al. · Computers & Industrial Engineering · 2020 · 202 citations

Fault Diagnosis, Engineering, Machine Learning +10

A transformer-based deep neural network with wavelet transform for forecasting wind speed and wind energy

Erick Giovani Sperandio Nascimento, T. A. C. Melo, Davidson Martins Moreira · Energy · 2023 · 171 citations · Full text

Forecasting Methodology, Engineering, Wind Power Generation +14

WRF-SMOKE-CMAQ modeling system for air quality evaluation in São Paulo megacity with a 2008 experimental campaign data

Taciana Toledo de Almeida Albuquerque, María de Fátima Andrade, Rita Yuri Ynoue et al. · Environmental Science and Pollution Research · 2018 · 54 citations

Environmental Monitoring, Engineering, Atmospheric Science +12

Short-term wind speed forecasting in Uruguay using computational intelligence

Pedro Júnior Zucatelli, Erick Giovani Sperandio Nascimento, Georgynio Yossimar Rosales Aylas et al. · Heliyon · 2019 · 50 citations · Full text

Low-Cost Air Quality Sensing towards Smart Homes

Hamid Omidvarborna, Prashant Kumar, Joe Hayward et al. · Atmosphere · 2021 · 49 citations · Full text

Smart Sensor, Environmental Monitoring, Engineering +16