| Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam SF Stefenon, MHDM Ribeiro, A Nied, KC Yow, VC Mariani, ... Electric Power Systems Research 202, 107584, 2022 | 84 | 2022 |
| Wavelet group method of data handling for fault prediction in electrical power insulators SF Stefenon, MHDM Ribeiro, A Nied, VC Mariani, L dos Santos Coelho, ... International Journal of Electrical Power & Energy Systems 123, 106269, 2020 | 81 | 2020 |
| Electricity price forecasting based on self-adaptive decomposition and heterogeneous ensemble learning MHDM Ribeiro, SF Stefenon, JD de Lima, A Nied, VC Mariani, LS Coelho Energies 13 (19), 5190, 2020 | 72 | 2020 |
| Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV BJ Souza, SF Stefenon, G Singh, RZ Freire International Journal of Electrical Power & Energy Systems 148, 108982, 2023 | 71 | 2023 |
| Hybrid wavelet stacking ensemble model for insulators contamination forecasting SF Stefenon, MHDM Ribeiro, A Nied, VC Mariani, LDS Coelho, ... IEEE Access 9, 66387-66397, 2021 | 65 | 2021 |
| Echo state network applied for classification of medium voltage insulators SF Stefenon, LO Seman, NFS Neto, LH Meyer, A Nied, KC Yow International Journal of Electrical Power & Energy Systems 134, 107336, 2022 | 64 | 2022 |
| Electrical insulator fault forecasting based on a wavelet neuro-fuzzy system S Frizzo Stefenon, R Zanetti Freire, L dos Santos Coelho, LH Meyer, ... Energies 13 (2), 484, 2020 | 64 | 2020 |
| Optimized ensemble extreme learning machine for classification of electrical insulators conditions SF Stefenon, RB Grebogi, RZ Freire, A Nied, LH Meyer IEEE Transactions on Industrial Electronics 67 (6), 5170-5178, 2019 | 63 | 2019 |
| A study of multilayer perceptron networks applied to classification of ceramic insulators using ultrasound NF Sopelsa Neto, SF Stefenon, LH Meyer, R Bruns, A Nied, LO Seman, ... Applied Sciences 11 (4), 1592, 2021 | 59 | 2021 |
| Classification of insulators using neural network based on computer vision SF Stefenon, MP Corso, A Nied, FL Perez, KC Yow, GV Gonzalez, ... IET Generation, Transmission & Distribution 16 (6), 1096-1107, 2022 | 58 | 2022 |
| Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision MP Corso, FL Perez, SF Stefenon, KC Yow, R García Ovejero, ... Computers 10 (9), 112, 2021 | 58 | 2021 |
| Deep learning for photovoltaic generation forecast in active solar trackers C Kasburg, SF Stefenon IEEE Latin America Transactions 17 (12), 2013-2019, 2019 | 58 | 2019 |
| Fault prediction based on leakage current in contaminated insulators using enhanced time series forecasting models NF Sopelsa Neto, SF Stefenon, LH Meyer, RG Ovejero, VRQ Leithardt Sensors 22 (16), 6121, 2022 | 57 | 2022 |
| Fault detection in insulators based on ultrasonic signal processing using a hybrid deep learning technique S Frizzo Stefenon, R Zanetti Freire, L Henrique Meyer, M Picolotto Corso, ... IET Science, Measurement & Technology 14 (10), 953-961, 2020 | 55 | 2020 |
| Hybrid deep learning for power generation forecasting in active solar trackers S Frizzo Stefenon, C Kasburg, A Nied, AC Rodrigues Klaar, ... IET Generation, Transmission & Distribution 14 (23), 5667-5674, 2020 | 54 | 2020 |
| Photovoltaic power forecasting using wavelet neuro-fuzzy for active solar trackers SF Stefenon, C Kasburg, RZ Freire, FC Silva Ferreira, DW Bertol, A Nied Journal of Intelligent & Fuzzy Systems 40 (1), 1083-1096, 2021 | 51 | 2021 |
| Analysis of training techniques of ANN for classification of insulators in electrical power systems S Frizzo Stefenon, N Waldrigues Branco, A Nied, D Wildgrube Bertol, ... IET Generation, Transmission & Distribution 14 (8), 1591-1597, 2020 | 51 | 2020 |
| Low-cost CNN for automatic violence recognition on embedded system JC Vieira, A Sartori, SF Stefenon, FL Perez, GS De Jesus, VRQ Leithardt IEEE Access 10, 25190-25202, 2022 | 50 | 2022 |
| Semi-ProtoPNet deep neural network for the classification of defective power grid distribution structures SF Stefenon, G Singh, KC Yow, A Cimatti Sensors 22 (13), 4859, 2022 | 48 | 2022 |
| Aggregating prophet and seasonal trend decomposition for time series forecasting of Italian electricity spot prices SF Stefenon, LO Seman, VC Mariani, LS Coelho Energies 16 (3), 1371, 2023 | 47 | 2023 |
Ademir NiedUniversidade do Estado de Santa Catarina在 udesc.br 的电子邮件经过验证
