Semi-ProtoPNet Deep Neural Network for the Classification of Defective Power Grid Distribution Structures

por Stefenon, Stefano Frizzo, Singh, Gurmail, Yow, Kin-Choong, Cimatti, Alessandro
Publicado 2022

Wavelet LSTM for Fault Forecasting in Electrical Power Grids

por Branco, Nathielle Waldrigues, Cavalca, Mariana Santos Matos, Stefenon, Stefano Frizzo, Leithardt, Valderi Reis Quietinho
Publicado 2022

Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction

por Klaar, Anne Carolina Rodrigues, Stefenon, Stefano Frizzo, Seman, Laio Oriel, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model

por Borré, Andressa, Seman, Laio Oriel, Camponogara, Eduardo, Stefenon, Stefano Frizzo, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Video-Based Human Activity Recognition Using Deep Learning Approaches

por Surek, Guilherme Augusto Silva, Seman, Laio Oriel, Stefenon, Stefano Frizzo, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

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

por Sopelsa Neto, Nemesio Fava, Stefenon, Stefano Frizzo, Meyer, Luiz Henrique, Ovejero, Raúl García, Leithardt, Valderi Reis Quietinho
Publicado 2022

Interference recommendation for the pump sizing process in progressive cavity pumps using graph neural networks

por Starke, Leandro, Hoppe, Aurélio Faustino, Sartori, Andreza, Stefenon, Stefano Frizzo, Santana, Juan Francisco De Paz, Leithardt, Valderi Reis Quietinho
Publicado 2023

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

por Stefenon, Stefano Frizzo, Seman, Laio Oriel, Sopelsa Neto, Nemesio Fava, Meyer, Luiz Henrique, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Static Attitude Determination Using Convolutional Neural Networks

por dos Santos, Guilherme Henrique, Seman, Laio Oriel, Bezerra, Eduardo Augusto, Leithardt, Valderi Reis Quietinho, Mendes, André Sales, Stefenon, Stéfano Frizzo
Publicado 2021