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Author
Stéfano Frizzo Stefenon
also known as Frizzo Stefenon, Stéfano, S. F. Stefenon, S. Stefenon
Universidade do Estado de Santa Catarina · University of Regina · Instituto Politécnico de Lisboa · University of Udine
About this author
Works
129
Cited by
3,900
h-index
42
i10
71
ORCID ↗
Top papers
Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV
Bruno José Souza, Stéfano Frizzo Stefenon, Gurmail Singh, et al.
·
2023
·
International Journal of Electrical Power & Energy Systems
↗ 178
Optimized hybrid ensemble learning approaches applied to very short-term load forecasting
Marcos Yamasaki, Roberto Zanetti Freire, Laio Oriel Seman, et al.
·
2023
·
International Journal of Electrical Power & Energy Systems
↗ 153
OA
Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model
Andressa Borré, Laio Oriel Seman, Eduardo Camponogara, et al.
·
2023
·
Sensors
↗ 127
OA
Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition
Sinvaldo Rodrigues Moreno, Laio Oriel Seman, Stéfano Frizzo Stefenon, et al.
·
2024
·
Energy
↗ 122
Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices
Stéfano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani, et al.
·
2023
·
Energies
↗ 119
OA
Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants
Stéfano Frizzo Stefenon, Laio Oriel Seman, Luiza Scapinello Aquino, et al.
·
2023
·
Energy
↗ 111
Wavelet group method of data handling for fault prediction in electrical power insulators
Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, et al.
·
2020
·
International Journal of Electrical Power & Energy Systems
↗ 108
OA
Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam
Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, et al.
·
2021
·
Electric Power Systems Research
↗ 101
OA
Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting
Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, et al.
·
2021
·
IEEE Access
↗ 94
OA
Electricity Price Forecasting Based on Self-Adaptive Decomposition and Heterogeneous Ensemble Learning
Matheus Henrique Dal Molin Ribeiro, Stéfano Frizzo Stefenon, José Donizetti de Lima, et al.
·
2020
·
Energies
↗ 87
OA
Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction
Anne Carolina Rodrigues Klaar, Stéfano Frizzo Stefenon, Laio Oriel Seman, et al.
·
2023
·
Sensors
↗ 80
OA
Echo state network applied for classification of medium voltage insulators
Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, et al.
·
2021
·
International Journal of Electrical Power & Energy Systems
↗ 78
OA