Nemesio Fava Sopelsa Neto

Echo state network applied for classification of medium voltage insulators

Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto et al. · International Journal of Electrical Power & Energy Systems · 2021 · 77 citations · Full text

Echo State Network, Electrical Engineering, Engineering +1

A Study of Multilayer Perceptron Networks Applied to Classification of Ceramic Insulators Using Ultrasound

Nemesio Fava Sopelsa Neto, Stéfano Frizzo Stefenon, Luiz Henrique Meyer et al. · Applied Sciences · 2021 · 65 citations · Full text

Artificial Intelligence, Fault Diagnosis, Electrical Engineering +14

Group Method of Data Handling Using Christiano–Fitzgerald Random Walk Filter for Insulator Fault Prediction

Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto et al. · Sensors · 2023 · 32 citations · Full text

Engineering, Fault Forecasting, Reliability Engineering +19

Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models

Nemesio Fava Sopelsa Neto, Stéfano Frizzo Stefenon, Luiz Henrique Meyer et al. · Preprints.org · 2022 · 20 citations · Full text

Engineering, Machine Learning, Fault Forecasting +20