STÉFANO FRIZZO STEFENON

Pós-doutorado

Formação complementar

Idiomas

Áreas de atuação

Organização de eventos

Participação em eventos

Participação em bancas

Orientou

Produções bibliográficas

• GUERRA, ROGER DE T. ; YAMAGUCHI, CRISTINA K. ; STEFENON, STEFANO F. ; COELHO, LEANDRO DOS S. ; MARIANI, VIVIANA C. . Deep Learning Approach for Automatic Heartbeat Classification. SENSORS , v. 25, p. 1400, 2025.

• STEFENON, STEFANO FRIZZO ; CRISTOFORETTI, MARCO ; CIMATTI, ALESSANDRO . Automatic digitalization of railway interlocking systems engineering drawings based on hybrid machine learning methods. EXPERT SYSTEMS WITH APPLICATIONS , v. 281, p. 127532, 2025.

• SINGH, GURMAIL ; STEFENON, STEFANO FRIZZO ; YOW, KIN-CHOONG . The shallowest transparent and interpretable deep neural network for image recognition. Scientific Reports , v. 15, p. 13940, 2025.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; SINGH, GURMAIL ; YOW, KIN-CHOONG . Enhanced insulator fault detection using optimized ensemble of deep learning models based on weighted boxes fusion. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 168, p. 110682, 2025.

• ZUEGE, CESAR VINICIUS ; STEFENON, STEFANO FRIZZO ; YAMAGUCHI, CRISTINA KEIKO ; MARIANI, VIVIANA COCCO ; GONZALEZ, GABRIEL VILLARRUBIA ; COELHO, LEANDRO DOS SANTOS . Wind speed forecasting approach using conformal prediction and feature importance selection. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 168, p. 110700, 2025.

• STEFENON, STEFANO FRIZZO ; CRISTOFORETTI, MARCO ; CIMATTI, ALESSANDRO . Conditional diffusion to enhance performance of object detection in unbalanced data engineering drawings. NEURAL COMPUTING & APPLICATIONS , v. 1, p. 1, 2025.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; YAMAGUCHI, CRISTINA KEIKO ; COELHO, LEANDRO DOS SANTOS ; MARIANI, VIVIANA COCCO ; MATOS-CARVALHO, JOÃO PEDRO ; LEITHARDT, VALDERI REIS QUIETINHO . Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants. IEEE Access , v. 13, p. 54853-54865, 2025.

• AQUINO, LUIZA SCAPINELLO ; SEMAN, LAIO ORIEL ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS ; STEFENON, STEFANO FRIZZO ; GONZÁLEZ, GABRIEL VILLARRUBIA . Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN. IEEE Access , v. 13, p. 131461-131482, 2025.

• SEMAN, LAIO ORIEL ; AQUINO, LUIZA SCAPINELLO ; STEFENON, STEFANO FRIZZO ; YOW, KIN-CHOONG ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network. COMPUTERS & INDUSTRIAL ENGINEERING , v. 210, p. 111412, 2025.

• YAMASAKI, MARCOS ; FREIRE, ROBERTO ZANETTI ; SEMAN, LAIO ORIEL ; STEFENON, STEFANO FRIZZO ; MARIANI, VIVIANA COCCO ; DOS SANTOS COELHO, LEANDRO . Optimized hybrid ensemble learning approaches applied to very short-term load forecasting. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 155, p. 109579, 2024.

• MORENO, SINVALDO RODRIGUES ; SEMAN, LAIO ORIEL ; STEFENON, STEFANO FRIZZO ; COELHO, LEANDRO DOS SANTOS ; MARIANI, VIVIANA COCCO . Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition. ENERGY , v. 292, p. 130493, 2024.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; DA SILVA, LUIZA SCAPINELLO AQUINO ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Hypertuned temporal fusion transformer for multi-horizon time series forecasting of dam level in hydroelectric power plants. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 157, p. 109876, 2024.

• DA SILVA, EVANDRO CARDOZO ; FINARDI, ERLON CRISTIAN ; STEFENON, STEFANO FRIZZO . Enhancing hydroelectric inflow prediction in the Brazilian power system: A comparative analysis of machine learning models and hyperparameter optimization for decision support. ELECTRIC POWER SYSTEMS RESEARCH , v. 230, p. 110275, 2024.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; KLAAR, ANNE CAROLINA RODRIGUES ; OVEJERO, RAÚL GARCÍA ; LEITHARDT, VALDERI REIS QUIETINHO . Hypertuned-YOLO for interpretable distribution power grid fault location based on EigenCAM. Ain Shams Engineering Journal , v. 15, p. 102722, 2024.

• LARCHER, JOSÉ HENRIQUE KLEINÜBING ; STEFENON, STEFANO FRIZZO ; COELHO, LEANDRO DOS SANTOS ; MARIANI, VIVIANA COCCO . Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models. EXPERT SYSTEMS WITH APPLICATIONS , v. 255, p. 124856, 2024.

• RIBEIRO, MATHEUS HENRIQUE DAL MOLIN ; DA SILVA, RAMON GOMES ; MORENO, SINVALDO RODRIGUES ; CANTON, CRISTIANE ; LARCHER, JOSÉ HENRIQUE KLEINÜBING ; STEFENON, STEFANO FRIZZO ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting. APPLIED INTELLIGENCE , v. 54, p. 3119-3134, 2024.

• TULESKI, B. L. ; YAMAGUCHI, C. K. ; STEFENON, S. F. ; COELHO, L. S. ; MARIANI, V. C. . Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers. SENSORS , v. 24, p. 7316, 2024.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; DA SILVA, EVANDRO CARDOZO ; FINARDI, ERLON CRISTIAN ; COELHO, LEANDRO DOS SANTOS ; MARIANI, VIVIANA COCCO . Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants. ENERGY , v. 313, p. 133918, 2024.

• SOUZA, BRUNO JOSÉ ; STEFENON, STEFANO FRIZZO ; SINGH, GURMAIL ; FREIRE, ROBERTO ZANETTI . Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 148, p. 108982, 2023.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices. Energies , v. 16, p. 1371, 2023.

• GLASENAPP, L. A. ; HOPPE, A. F. ; WISINTAINER, M. A. ; SARTORI, A. ; STEFENON, S. F. . OCR Applied for Identification of Vehicles with Irregular Documentation Using IoT. ELECTRONICS , v. 12, p. 1083, 2023.

• KLAAR, ANNE CAROLINA RODRIGUES ; STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction. SENSORS , v. 23, p. 3202, 2023.

• KLAAR, A. C. R. ; STEFENON, S. F. ; SEMAN, L. O. ; MARIANI, V. C. ; COELHO, L. S. . Structure Optimization of Ensemble Learning Methods and Seasonal Decomposition Approaches to Energy Price Forecasting in Latin America: A Case Study about Mexico. Energies , v. 16, p. 32-3184, 2023.

• SINGH, GURMAIL ; STEFENON, STEFANO FRIZZO ; YOW, KIN-CHOONG . Interpretable visual transmission lines inspections using pseudo-prototypical part network. MACHINE VISION AND APPLICATIONS , v. 34, p. 41, 2023.

• STEFENON, STEFANO FRIZZO ; SEMAN, LAIO ORIEL ; AQUINO, LUIZA SCAPINELLO ; COELHO, LEANDRO DOS SANTOS . Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants. ENERGY , v. 274, p. 127350, 2023.

• WESTARB, GUSTAVO ; STEFENON, STEFANO FRIZZO ; HOPPE, AURÉLIO FAUSTINO ; SARTORI, ANDREZA ; KLAAR, ANNE CAROLINA RODRIGUES ; LEITHARDT, VALDERI REIS QUIETINHO . Complex graph neural networks for medication interaction verification. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , v. 44, p. 1-13, 2023.

• BORRÉ, ANDRESSA ; SEMAN, LAIO ORIEL ; CAMPONOGARA, EDUARDO ; STEFENON, STEFANO FRIZZO ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model. SENSORS , v. 23, p. 4512, 2023.

• SEMAN, LAIO ORIEL ; STEFENON, STEFANO FRIZZO ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS . Ensemble learning methods using the Hodrick-Prescott filter for fault forecasting in insulators of the electrical power grids. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 152, p. 109269, 2023.

• STEFENON, S. F. ; SEMAN, L. O. ; SOPELSA NETO, N. F. ; MEYER, L. H. ; MARIANI, V. C. ; COELHO, L. S. . Group Method of Data Handling Using Christiano?Fitzgerald Random Walk Filter for Insulator Fault Prediction. SENSORS , v. 23, p. 6118, 2023.

• SUREK, G. A. S. ; SEMAN, L. O. ; STEFENON, S. F. ; MARIANI, V. C. ; COELHO, L. S. . Video-Based Human Activity Recognition Using Deep Learning Approaches. SENSORS , v. 23, p. 6384, 2023.

• STEFENON, STEFANO FRIZZO ; SINGH, GURMAIL ; SOUZA, BRUNO JOSÉ ; FREIRE, ROBERTO ZANETTI ; YOW, KIN'CHOONG . Optimized hybrid YOLOu-Quasi-ProtoPNet for insulators classification. IET Generation Transmission & Distribution , v. 17, p. 3501-3511, 2023.

• CABRAL, SÉRGIO HENRIQUE LOPES ; STEFENON, STEFANO FRIZZO ; OVEJERO, RAÚL GARCÍA ; LEITHARDT, VALDERI REIS QUIETINHO . Practical Validation of a New Analytical Method for the Analysis of Power Transmission Lines at Steady State. IEEE Access , v. 11, p. 87667-87675, 2023.

• STARKE, LEANDRO ; HOPPE, AURÉLIO FAUSTINO ; SARTORI, ANDREZA ; STEFENON, STEFANO FRIZZO ; SANTANA, JUAN FRANCISCO DE PAZ ; LEITHARDT, VALDERI REIS QUIETINHO . Interference recommendation for the pump sizing process in progressive cavity pumps using graph neural networks. Scientific Reports , v. 13, p. 16884, 2023.

• CORSO, MARCELO PICOLOTTO ; STEFENON, STEFANO FRIZZO ; SINGH, GURMAIL ; MATSUO, MARCOS VINICIUS ; PEREZ, FÁBIO LUIS ; LEITHARDT, VALDERI REIS QUIETINHO . Evaluation of visible contamination on power grid insulators using convolutional neural networks. ELECTRICAL ENGINEERING , v. 105, p. 3881-3894, 2023.

• WILBERT, HENRIQUE JOSÉ ; HOPPE, AURÉLIO FAUSTINO ; SARTORI, ANDREZA ; STEFENON, STEFANO FRIZZO ; SILVA, LUÍS AUGUSTO . Recency, Frequency, Monetary Value, Clustering, and Internal and External Indices for Customer Segmentation from Retail Data. Algorithms , v. 16, p. 396, 2023.

• STEFENON, S. F. ; FURTADO NETO, C. S. ; COELHO, T. S. ; NIED, A. ; YAMAGUCHI, C. K. ; YOW, K-C. . Particle Swarm Optimization for Design of Insulators of Distribution Power System Based on Finite Element Method. ELECTRICAL ENGINEERING , v. 104, p. 615-622, 2022.

• STEFENON, S. F. ; SEMAN, L. O. ; SOPELSA NETO, N. F. ; MEYER, L. H. ; NIED, A. ; YOW, K-C. . Echo State Network Applied for Classification of Medium Voltage Insulators. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 134, p. 107336, 2022.

• STEFENON, STÉFANO FRIZZO ; RIBEIRO, MATHEUS HENRIQUE DAL MOLIN ; NIED, ADEMIR ; YOW, KIN-CHOONG ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS ; SEMAN, LAIO ORIEL . Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam. ELECTRIC POWER SYSTEMS RESEARCH , v. 202, p. 107584, 2022.

• STEFENON, STÉFANO FRIZZO ; SEMAN, LAIO ORIEL ; PAVAN, BRUNO ANTONIO ; OVEJERO, RAÚL GARCÍA ; LEITHARDT, VALDERI REIS QUIETINHO . Optimal design of electrical power distribution grid spacers using finite element method. IET Generation Transmission & Distribution , v. 16, p. 1-12, 2022.

• STEFENON, STEFANO FRIZZO ; SINGH, G. ; YOW, K-C. ; CIMATTI, A. . Semi-ProtoPNet Deep Neural Network for the Classification of Defective Power Grid Distribution Structures. SENSORS , v. 22, p. 4859, 2022.

• SOPELSA NETO, N. F. ; STEFENON, S. F. ; MEYER, L. H. ; OVEJERO, R. G. ; LEITHARDT, V. R. Q. . Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models. SENSORS , v. 22, p. 6121, 2022.

• BRANCO, N. W. ; CAVALCA, M. S. M. ; STEFENON, S. F. ; LEITHARDT, V. R. Q. . Wavelet LSTM for Fault Forecasting in Electrical Power Grids. SENSORS , v. 22, p. 8323, 2022.

• STEFENON, STEFANO FRIZZO ; YOW, KIN-CHOONG ; NIED, ADEMIR ; MEYER, LUIZ HENRIQUE . Classification of distribution power grid structures using inception v3 deep neural network. ELECTRICAL ENGINEERING , v. 104, p. 4557-4569, 2022.

• STEFENON, STÉFANO FRIZZO ; CORSO, MARCELO PICOLOTTO ; NIED, ADEMIR ; PEREZ, FABIO LUIS ; YOW, KIN'CHOONG ; GONZALEZ, GABRIEL VILLARRUBIA ; LEITHARDT, VALDERI REIS QUIETINHO . Classification of insulators using neural network based on computer vision. IET Generation Transmission & Distribution , v. 16, p. 1096-1107, 2022.

• VIEIRA, JOELTON CEZAR ; SARTORI, ANDREZA ; STEFENON, STEFANO FRIZZO ; PEREZ, FABIO LUIS ; DE JESUS, GABRIEL SCHNEIDER ; LEITHARDT, VALDERI REIS QUIETINHO . Low-Cost CNN for Automatic Violence Recognition on Embedded System. IEEE Access , v. 10, p. 25190-25202, 2022.

• STEFENON, STEFANO FRIZZO ; BRUNS, RAFAEL ; SARTORI, ANDREZA ; MEYER, LUIZ HENRIQUE ; OVEJERO, RAUL GARCIA ; LEITHARDT, VALDERI REIS QUIETINHO . Analysis of the Ultrasonic Signal in Polymeric Contaminated Insulators Through Ensemble Learning Methods. IEEE Access , v. 10, p. 33980-33991, 2022.

• STEFENON, STÉFANO FRIZZO ; KASBURG, CHRISTOPHER ; FREIRE, ROBERTO ZANETTI ; SILVA FERREIRA, FERNANDA CRISTINA ; BERTOL, DOUGLAS WILDGRUBE ; NIED, ADEMIR . Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , v. 40, p. 1083-1096, 2021.

• H. S., PINTO ; J. P., AMÉRICO ; O. E. S., LEAL ; S. F., STEFENON . Development of Measurement Device and Data Acquisition for Electric Vehicle. REVISTA GEINTEC: GESTÃO, INOVAÇÃO E TECNOLOGIAS , v. 11, p. 5809-5822, 2021.

• SOPELSA NETO, N. F. ; S. F., STEFENON ; MEYER, L. H. ; BRUNS, R. ; NIED, A. ; SEMAN, L. O. ; GONZALEZ, G. V. ; LEITHARDT, V. R. Q. ; YOW, K-C. . A Study of Multilayer Perceptron Networks Applied to Classification of Ceramic Insulators Using Ultrasound. Applied Sciences-Basel , v. 11, p. 1592, 2021.

• ITAJIBA, J. A. ; VARNIER, C. A. C. ; CABRAL, S. H. L. ; S. F., STEFENON ; LEITHARDT, V. R. Q. ; OVEJERO, R. G. ; NIED, A. ; YOW, K-C. . Experimental Comparison of Preferential vs. Common Delta Connections for the Star-Delta Starting of Induction Motors. Energies , v. 14, p. 1318, 2021.

• CABRAL, SERGIO H. L. ; BERTOLI, SAVIO L. ; MEDEIROS, ALESSANDRO ; HILLESHEIM, CRISLEINE R. ; DE SOUZA, CAROLINA K. ; STEFENON, STEFANO F. ; NIED, ADEMIR ; LEITHARDT, VALDERI REIS QUIETINHO ; GONZALEZ, GABRIEL VILLARRUBIA . Practical Aspects of the Skin Effect in Low Frequencies in Rectangular Conductors. IEEE Access , v. 9, p. 49424-49433, 2021.

• CORSO, MARCELO PICOLOTTO ; PEREZ, FABIO LUIS ; STEFENON, STÉFANO FRIZZO ; YOW, KIN-CHOONG ; GARCÍA OVEJERO, RAÚL ; LEITHARDT, VALDERI REIS QUIETINHO . Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision. Computers , v. 10, p. 112, 2021.

• SANTOS, G. H. ; SEMAN, L. O. ; BEZERRA, E. A. ; LEITHARDT, V. R. Q. ; MENDES, A. S. ; STEFENON, S. F. . Static Attitude Determination Using Convolutional Neural Networks. SENSORS , v. 21, p. 6419, 2021.

• FERNANDES, FILIPE ; STEFENON, STÉFANO FRIZZO ; SEMAN, LAIO ORIEL ; NIED, ADEMIR ; FERREIRA, FERNANDA CRISTINA SILVA ; SUBTIL, MARIA CRISTINA MAZZETTI ; KLAAR, ANNE CAROLINA RODRIGUES ; LEITHARDT, VALDERI REIS QUIETINHO . Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , v. 42, p. 1-14, 2021.

• MEDEIROS, ALESSANDRO ; SARTORI, ANDREZA ; STEFENON, STFANO FRIZZO ; MEYER, LUIZ HENRIQUE ; NIED, ADEMIR . Comparison of artificial intelligence techniques to failure prediction in contaminated insulators based on leakage current. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , v. 43, p. 1-14, 2021.

• STEFENON, STEFANO FRIZZO ; RIBEIRO, MATHEUS HENRIQUE DAL MOLIN ; NIED, ADEMIR ; MARIANI, VIVIANA COCCO ; COELHO, LEANDRO DOS SANTOS ; LEITHARDT, VALDERI REIS QUIETINHO ; SILVA, LUIS AUGUSTO ; SEMAN, LAIO ORIEL . Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting. IEEE Access , v. 9, p. 66387-66397, 2021.

• S. F. Stefenon ; R. B. Grebogi ; A. Nied ; L. H. Meyer ; R. Z. Freire . Optimized Ensemble Extreme Learning Machine for Classification of Electrical Insulators Conditions. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS , v. 67, p. 5170-5178, 2020.

• STEFENON, S. F. ; FREIRE, R. Z. ; COELHO, L. S. ; MEYER, L. H. ; GREBOGI, R. B. ; BURATTO, W. G. ; NIED, A. . Electrical Insulator Fault Forecasting Based on a Wavelet Neuro-Fuzzy System. Energies , v. 13, p. 484, 2020.

• STEFENON, S. F. ; BRANCO, N. W. ; NIED, A. ; BERTOL, D. W. ; FINARDI, E. C. ; SARTORI, A. ; MEYER, L. H. ; GREBOGI, R. B. . Analysis of training techniques of ANN for classification of insulators in electrical power systems. IET Generation Transmission & Distribution , v. 14, p. 1591-1597, 2020.

• MUNIZ, R. N. ; STEFENON, S. F. ; BURATTO, W. G. ; NIED, A. ; MEYER, L. H. ; FINARDI, E. C. ; KUHL, R. M. ; SA, J. A. S. ; ROCHA, B. R. P. . Tools for Measuring Energy Sustainability: A Comparative Review. Energies , v. 13, p. 2366, 2020.

• STEFENON, S. F. ; RIBEIRO, M. H. D. M. ; NIED, A. ; MARIANI, V. C. ; COELHO, L. S. ; ROCHA, D. F. M. ; GREBOGI, R. B. ; RUANO, A. E. B. . Wavelet Group Method of Data Handling for Fault Prediction in Electrical Power Insulators. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS , v. 123, p. 106269, 2020.

• STEFENON, S. F. ; KASBURG, C. ; NIED, A. ; KLAAR, A. C. R. ; FERREIRA, F. C. S. ; BRANCO, N. W. . Hybrid deep learning for power generation forecasting in active solar trackers. IET Generation Transmission & Distribution , v. 14, p. 5667-5674, 2020.

• RIBEIRO, M. H. D. M. ; STEFENON, S. F. ; LIMA, J. D. ; NIED, A. ; MARIANI, V. C. ; COELHO, L. S. . Electricity Price Forecasting Based on Self-Adaptive Decomposition and Heterogeneous Ensemble Learning. Energies , v. 13, p. 5190, 2020.

• YAMAGUCHI, C. K. ; STEFENON, S. F. ; RAMOS, N. K. ; SANTOS, V. S. ; FORBICI, F. ; KLAAR, A. C. R. ; FERREIRA, F. C. S. ; CASSOL, A. ; MARIETTO, M. L. ; YAMAGUCHI, S. K. F. ; BORBA, M. L. . Young People's Perceptions about the Difficulties of Entrepreneuring and Developing Rural Properties in Family Agriculture. Sustainability , v. 12, p. 8783, 2020.

• STEFENON, S. F. ; SEMAN, L. O. ; FURTADO NETO, C. S. ; NIED, A. ; SEGANFREDO, D. M. ; LUZ, F. G. ; SABINO, P. H. ; GONZALEZ, J. T. ; LEITHARDT, V. R. Q. . Electric Field Evaluation Using the Finite Element Method and Proxy Models for the Design of Stator Slots in a Permanent Magnet Synchronous Motor. ELECTRONICS , v. 9, p. 1975, 2020.

• STEFENON, S. F. ; FREIRE, R. Z. ; MEYER, L. H. ; CORSO, M. P. ; SARTORI, A. ; NIED, A. ; KLAAR, A. C. R. ; YOW, K-C. . Fault detection in insulators based on ultrasonic signal processing using a hybrid deep learning technique. IET Science Measurement & Technology , v. 14, p. 953-961, 2020.

• RIBEIRO, FABRICIO LEONARDO ; GATTINO FURTADO, RAFAEL ; FRIZZO STEFENON, STÉFANO ; DELA ROCCA, GRACIELA ALESSANDRA ; CONSTANTE CARVALHO, GABRIEL . AVALIAÇÃO TÉCNICA E DE VIABILIDADE ECONÔMICA DA UTILIZAÇÃO DA TECNOLOGIA PLC. REVISTA CONEXÕES - CIÊNCIA E TECNOLOGIA , v. 14, p. 74, 2020.

• SILVA, M. P. ; ARRUDA, M. P. ; ZWIEREWICZ, M. ; STEFENON, S. F. ; FERREIRA, F. C. S. ; KLAAR, A. C. R. ; YAMAGUCHI, C. K. ; VENCAO, A. T. ; BRANCO, R. ; STEINHEUSER, D. F. . The Mobility of Professors in Performing Distance Education Activities. INTERNATIONAL JOURNAL FOR INNOVATION EDUCATION AND RESEARCH , v. 8, p. 514-526, 2020.

• S. F. Stefenon ; A. Nied . FEM Applied to Evaluation of the Influence of Electric Field on Design of the Stator Slots in PMSM. IEEE Latin America Transactions , v. 17, p. 590-596, 2019.

• STEFENON, S. F. ; STEINHEUSER, D. F. ; SILVA, M. P. ; FERREIRA, F. C. S. ; KLAAR, A. C. R. ; SOUZA, K. E. ; GODINHO JUNIOR, A. ; VENCAO, A. T. ; BRANCO, R. ; YAMAGUCHI, C. K. . Application of active methodologies in engineering education through integrative assessment at the university of planalto catarinense, Brazil. INTERCIENCIA , v. 44, p. 408-413, 2019.

• LESSE, C. S. ; STEFENON, S. F. ; AMÉRICO, J. P. ; CORSO, M. P. ; NIED, A. . Evaluation of failures in electricity distribution networks through short-circuit current. REVISTA DE ENGENHARIA E TECNOLOGIA , v. 11, p. 127-139, 2019.

• STEFENON, S. F. ; SILVA, M. C. ; BERTOL, D. W. ; MEYER, L. H. ; NIED, A. . Fault diagnosis of insulators from ultrasound detection using neural networks. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , v. 37, p. 6655-6664, 2019.

• KASBURG, C. ; STEFENON, S. F. . Deep Learning for Photovoltaic Generation Forecast in Active Solar Trackers. IEEE Latin America Transactions , v. 17, p. 2013-2019, 2019.

• JESUS, A. O. ; ROCCA, G. A. D. ; FERREIRA, F. C. S. ; WOLF, J. A. ; STEFENON, S. F. . Analysis of economic feasibility of voip telephony in a construction company in lages-sc. INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 9, p. 26866-26874, 2019.

• TAVARES, W. R. ; AMÉRICO, J. P. ; ORTIZ, J. L. R. ; STEFENON, S. F. . Elaboration of algorithm to improve transformer efficiency based on project elements. REVISTA DE ENGENHARIA E TECNOLOGIA , v. 10, p. 53-65, 2018.

• CRUZ, F. C. ; STEFENON, S. F. ; FURTADO, R. G. ; ROCCA, G. A. D. ; FERREIRA, F. C. S. . Financial feasibility study for radio installation link on the mobile telephone network. REVISTA GEINTEC: GESTÃO, INOVAÇÃO E TECNOLOGIAS , v. 8, p. 4447-4460, 2018.

• OLIVEIRA, J. R. ; STEFENON, S. F. ; KLAAR, A. C. R. ; YAMAGUCHI, C. K. ; SILVA, M. P. ; BIZOTTO, B. L. S. ; OGOSHI, R. C. S. ; GEQUELIN, E. F. . Enterprise resource planning and customer relationship management through supply chain management. INTERCIENCIA , v. 43, p. 784-791, 2018.

• S. F. Stefenon ; J. P. Américo ; L. H. Meyer ; R. B. Grebogi ; A. Nied . Analysis of the Electric Field in Porcelain Pin-Type Insulators via Finite Elements Software. IEEE Latin America Transactions , v. 16, p. 2505-2512, 2018.

• M. P. Corso ; S. F. Stefenon ; V. F. Couto ; S. H. L. Cabral ; A. Nied . Evaluation of Methods for Electric Field Calculation in Transmission Lines. IEEE Latin America Transactions , v. 16, p. 2970-2976, 2018.

• KEIKO YAMAGUCHI, CRISTINA ; DA SILVA, CARLOS ROBERTO ; FRIZZO STEFENON, STÉFANO . Education in the Transit. INTERNATIONAL JOURNAL FOR INNOVATION EDUCATION AND RESEARCH , v. 6, p. 285-298, 2018.

• MEDEIROS, EDSON LUIS LEOPARDI ; SÁ, GUILHERME DE ; AMBROSIO, PEDRO GABRIEL ; FILHO, LEOPOLDO PEDRO GUIMARÃES ; BRISTOT, VILSON MENEGON ; MADEIRA, KRISTIAN ; YAMAGUCHI, CRISTINA KEIKO ; FERREIRA, FERNANDA CRISTINA SILVA ; STEFENON, STÉFANO FRIZZO . Three-Parameter Logistic Model (ML3): A Bibliometrics Analysis. INTERNATIONAL JOURNAL OF ADVANCED ENGINEERING RESEARCH AND SCIENCE , v. 5, p. 128-134, 2018.

• BRANCO, E. O. ; GODINHO, J. M. ; STEFENON, S. F. ; YAMAGUCHI, C. K. . Support system for the visually impaired. CONTRIBUCIONES A LAS CIENCIAS SOCIALES , v. 1, p. 1-17, 2018.

• OLIVEIRA, JOAQUIM RODRIGO DE ; YAMAGUCHI, CRISTINA KEIKO ; STEFENON, STÉFANO FRIZZO ; HENNE, RENY ALDO ; DEVENZ, CASSANDRO ALBINO ; OLIVEIRA, MATHEUS DE . Comparison of Pre-Cooling and Storage Processes for Fuji Apple Quality Maintenance using the Decision Support Method. INTERNATIONAL JOURNAL OF ADVANCED ENGINEERING RESEARCH AND SCIENCE , v. 5, p. 171-183, 2018.

• DELA ROCCA, GRACIELA ALESSANDRA ; FRIZZO STEFENON, STÉFANO ; LOCKS, GERALDO AUGUSTO ; ZAMPIERI SALMORIA, EDSON ; MARTINS MACHADO PESSOA, NICOLE ; SILVA FERREIRA, FERNANDA CRISTINA . Análise da Percepção de Moradores sobre a Separação e Reciclagem de Resíduos Sólidos e do Empreendimento -Renascer da Cidadania-, Lages, SC. REVISTA CONEXÕES - CIÊNCIA E TECNOLOGIA , v. 12, p. 18, 2018.

• PEREIRA, D. M. ; CAMARGO, F. A. ; ROCCA, G. A. D. ; STEFENON, S. F. ; BRANCO, N. W. ; FERREIRA, F. C. S. . Energy potential generated by urban solid wastes in lages-sc: evaluation of its cost-benefits. INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 8, p. 20746-20755, 2018.

• STEFENON, STÉFANO FRIZZO ; DA SILVA, LARISSA RODRIGUES ; FERREIRA, RICARDO FARIAS ; DA SILVA, MADALENA PEREIRA ; FERREIRA, FERNANDA CRISTINA SILVA ; YAMAGUCHI, CRISTINA KEIKO ; BENITEZ, JUAN CARLOS GUGLIELMO . Solar Energy Microgeneration in Serrana Meso-Region: Project of a Grid-Connected Photovoltaic Power System in Lages/SC. INTERNATIONAL JOURNAL FOR INNOVATION EDUCATION AND RESEARCH , v. 6, p. 206-225, 2018.

• S. F. Stefenon ; J. R. Oliveira ; A. S. Coelho ; L. H. Meyer . Diagnostic of Insulators of Conventional Grid Through LabVIEW Analysis of FFT Signal Generated from Ultrasound Detector. IEEE Latin America Transactions , v. 15, p. 884-889, 2017.

• GALLI, F. P. ; STEFENON, S. F. ; AMÉRICO, J. P. . Transmission line transient short circuit analysis using udw software. ESPACIOS (CARACAS) , v. 38, p. 11-21, 2017.

• AMÉRICO, J. P. ; CABRAL, S. H. L. ; STEFENON, S. F. ; SALVADOR, M. A. ; OLIBONI, C. R. P. ; MADRUGA, G. G. . A qualitative study of the techniques used to measure and locate partial discharges in power transformers. ESPACIOS (CARACAS) , v. 38, p. 14-23, 2017.

• VIEIRA, G. K. ; STEFENON, S. F. ; COUTO, V. F. ; LIMA, L. C. ; KLAAR, A. C. R. . Analysis of Coordination and Selectivity Between Protection Devices of Low Voltage System (440VAC). INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 7, p. 14350-14358, 2017.

• ROSSI, D. A. ; STEFENON, S. F. ; HANZEN, P. L. ; FERREIRA, D. M. . Atmospheric Discharge Protection in Telecommunication Stations. GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCH MANAGEMENT , v. 4, p. 1-8, 2017.

• GODINHO, J. M. ; ROCCA, G. A. D. ; SILVA, F. C. F. ; STEFENON, S. F. ; GARCIA, A. . Study of energy efficiency and economic feasibility aimed at lighting uniplac's exact sciences and technology center. ESPACIOS (CARACAS) , v. 38, p. 6-29, 2017.

• AVILA NETO, C. A. ; STEFENON, S. F. ; ARRUDA, P. A. ; KLAAR, A. C. R. ; LIMA, L. C. . Application of the 5s and quality tools for occupational health and safety risk management. ESPACIOS (CARACAS) , v. 38, p. 23-36, 2017.

• OLIVEIRA, J. R. ; STEFENON, S. F. ; YAMAGUCHI, C. K. ; KLAAR, A. C. R. ; SEMBAY, M. J. . How to Improve Decision Making Knowledge Management. INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 7, p. 15279-15282, 2017.

• ARRUDA, M. P. ; LIMA, L. C. ; ARRUDA, R. P. ; STEFENON, S. F. ; KLAAR, A. C. R. . Active methodologies to promote autonomy: reflections from higher education teachers. ESPACIOS (CARACAS) , v. 38, p. 2-11, 2017.

• COSTA, W. P. ; STEFENON, S. F. ; GARCIA, A. ; LIMA, L. C. ; KLAAR, A. C. R. ; YAMAGUCHI, C. K. . Study of Reducing Vapor Consumption in Boilers. INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 7, p. 14189-14195, 2017.

• GODINHO, S. M. ; ROCCA, G. A. D. ; RAMOS, J. O. ; STEFENON, S. F. ; AMERICO, J. P. . Economic feasibility analysis aimed at reducing electricity consumption in a production line in a beer industry. ESPACIOS (CARACAS) , v. 38, p. 1, 2017.

• OLIVEIRA, J. R. ; COELHO, A. S. ; STEFENON, S. F. ; YAMAGUCHI, C. K. . Stochastic approach-markov chain applied to the analysis and project of the information systems oriented to object. INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 7, p. 13139-13143, 2017.

• OLIVEIRA, R. P. ; STEFENON, S. F. ; BRANCO, N. W. ; OLIVEIRA, J. R. ; ROHLOFF, R. C. . Lean manufacturing in association with industrial automation: a case study applied to the furniture industry. ESPACIOS (CARACAS) , v. 38, p. 23, 2017.

• SOUZA, F. G. ; ROCCA, G. A. D. ; FERREIRA, F. C. S. ; STEFENON, S. F. ; ARRUDA, P. . Analysis of the economic feasibility of replacing common light bulbs with economic ones and led technology in homes. ESPACIOS (CARACAS) , v. 38, p. 17, 2017.

• AGOSTINHO, F. R. ; ROCCA, G. A. D. ; FERREIRA, F. C. S. ; STEFENON, S. F. . Study on the financial feasibility of technological upgrade of a manufacturing plant: use of high-efficiency electric motors and led lighting. ESPACIOS (CARACAS) , v. 38, p. 5, 2017.

• EISSMANN, J. C. ; STEFENON, S. F. ; ARRUDA, P. A. . Strategic management as a tool for corporate governance: a case study. ESPACIOS (CARACAS) , v. 38, p. 22, 2017.

• STEFENON, S. F. ; LIMA, L. C. ; KLAAR, A. C. R. . Application of sustainable flood gases for fire fighting. DELOS: DESARROLLO LOCAL SOSTENIBLE , v. 10, p. 1-21, 2017.

• OLIVEIRA, M. ; OLIVEIRA, J. R. ; STEFENON, S. F. ; YAMAGUCHI, C. K. ; HANZEN, P. L. . Study about decentralization bases of samu in lages ? sc, brazil. INTERNATIONAL JOURNAL OF DEVELOPMENT RESEARCH , v. 7, p. 16459-16464, 2017.

• RIGHEZ, F. O. ; ROCCA, G. A D. ; ARRUDA, P. A. ; STEFENON, S. F. . ANÁLISE DE VIABILIDADE TÉCNICA E FINANCEIRA DE UM SITE DE INTERNET BANDA LARGA FIXA. REVISTA GEINTEC: GESTÃO, INOVAÇÃO E TECNOLOGIAS , v. 6, p. 3537-3552, 2016.

• FOLSTER, L. P. ; MADRUGA, G. G. ; FERREIRA, F. C. S. ; STEFENON, S. F. . Study on the efficiency of the classroom lighting system (uniplac). ESPACIOS (CARACAS) , v. 37, p. 24, 2016.

• RAMOS, K. ; BARP, J. L. ; ROCCA, G. A. D. ; FERREIRA, F. C. S. ; STEFENON, S. F. . Alert and protection system for children in vehicles. BUSINESS MANAGEMENT REVIEW (BMR) , v. 5, p. 1-7, 2016.

• GARCIA, D. S. ; MADRUGA, G. G. ; AMERICO, J. P. ; OLIVEIRA, J. R. ; STEFENON, S. F. . A feasibility study on the application of photovoltaic panels as supplementary power generation for residences in serra catarinense. BUSINESS MANAGEMENT REVIEW (BMR) , v. 5, p. 8-20, 2016.

• AVILA NETO, C. A. ; STEFENON, S. F. ; OLIVEIRA, J. R. ; COELHO, A. S. ; VENCAO, A. T. ; KLAAR, A. C. R. . 5W2H application to create the internal work safety manual. ESPACIOS (CARACAS) , v. 37, p. 19-31, 2016.

• BARP, J. L. ; RAMOS, K. ; ROCCA, G. A. D. ; FERREIRA, F. C. S. ; STEFENON, S. F. . Study on small wind power generator. BUSINESS MANAGEMENT REVIEW (BMR) , v. 5, p. 21-30, 2016.

• AMERICO, J. P. ; STEFENON, S. F. . Aulas práticas em laboratório de eletricidade. 1. ed. Lages: EDUNIPLAC, 2019. v. 1. 93p .

• AMÉRICO, J. P. ; CABRAL, S. H. L. ; STEFENON, S. F. . Study of Partial Discharge Measurement in Power Transformers. 1. ed. Saarbrücken: Lambert Academic Publishing, 2017. v. 1. 100p .

• SILVA, L. N. C. L. N. ; AMÉRICO, J. P. ; DRANKA, G. G. ; STEFENON, S. F. ; MADRUGA, G. G. . Tutorial do Programa Anarede com Base em Configurações do Sistema Elétrico de Potência (Portuguese Edition). 1. ed. Internacional: Independently published, 2017. v. 1. 124p .

• CIOCARI, E. ; STEFENON, S. F. ; LEITE, J. A. N. . Desafios na Operação de Usinas Hidrelétricas da Bacia do Rio Uruguai. 1. ed. Niterói: Editora Alternativa, 2016. v. 1. 70p .

• STEFENON, S. F. ; MEYER, L. H. . Inspection of Electrical Distribution Network. 1. ed. Saarbrücken: Lambert Academic Publishing, 2015. v. 1. 77p .

• YAMAGUCHI, CRISTINA KEIKO ; STEFENON, STEFANO FRIZZO ; SANTANA, JUAN FRANCISCO DE PAZ ; LEITHARDT, VALDERI REIS QUIETINHO . Are Graph Neural Networks Better than Standard Classifiers?. Advances in Intelligent Systems and Computing. 5ed.Salamanca: Springer Nature Switzerland, 2025, v. 1465, p. 36-47.

• STEFENON, S. F. ; CRISTOFORETTI, M. ; CIMATTI, A. . Towards Automatic Digitalization of Railway Engineering Schematics. Towards Automatic Digitalization of Railway Engineering Schematics. 22ed.Roma: Springer, 2023, v. 1431, p. 453-466.

• KUSTER, S. ; STEFENON, S. F. . Uniplac faz parceria com universidade da Alemanha. Correio Lageano, Lages, p. 4 - 4, 11 abr. 2016.

• PRADO, V. ; STEFENON, S. F. . O potencial eólico da Serra Catarinensa. Correio Lageano, Lages, p. 14 - 14, 30 maio 2015.

• AMERICO, J. P. ; LIMA, J. D. ; STEFENON, S. F. . Meta-análise e mapeamento sistemático da aplicação de técnicas de tomada de decisão multicritério no setor energético. In: ConBRepro, 2018, Ponta Grossa. Anais CONBREPRO 2018 - As Engenharias e a Indústria 4.0. Ponta Grossa: Universidade Tecnológica Federal do Paraná, 2018. v. 8. p. 1-11.

• STEFENON, S. F. ; KLAAR, A. C. R. ; OLIVEIRA, J. R. . Como Melhorar a Tomada de Decisão e a Gestão do Conhecimento. In: I Congresso Internacional 'Penso Onde Sou:' Conhecimentos Pertinentes Para a Educação na América Latina, 2016, Lages. Anais do Edupala. Lages: Editora ICEP, 2016. v. 1. p. 277-284.

• STEFENON, S. F. ; NEVES, R. M. ; FERREIRA, F. C. S. ; COSTA, V. J. . Detecção de Amônia em Frigoríficos. In: III Simpósio Internacional Ciência Saúde e Território, 2015, Lages. Anais do III Simpósio Internacional Ciência Saúde e Território: saúde no ambiente rural e urbano. Lages: Editora UNIPLAC, 2015. v. 3. p. 604-610.

• STEFENON, S. F. ; NEVES, R. M. ; KLAAR, A. C. R. ; WOLF, F. M. . Sistemas Preventivos em Frigoríficos: Detecção, Alarme de Incêndio e Iluminação de Emergência. In: III Simpósio Internacional Ciência Saúde e Território, 2015, Lages. Anais do III Simpósio Internacional Ciência Saúde e Território: saúde no ambiente rural e urbano. Lages: Editora UNIPLAC, 2015. v. 3. p. 611-618.

• STEFENON, S. F. ; MEYER, L. H. ; MOLINA, F. H. . Real Time Automated Diagnosis of Insulating Systems Employing Ultrasound Inspection. In: Internation Conference and Exhibition on Electricity Distribution (CIRED), 2015, Lyon. 25th International Conference and Exhibition on Electricity Distribution. Lyon: CIRED, 2015. v. 23. p. 1-4.

• STEFENON, S. F. ; OLIVEIRA, H. E. ; ANZILIERO, L. . O Ensino de Engenharia a Partir de Equipamentos de Alta Tecnologia Como a Impressora a Laser. In: I Congresso Internacional 'Penso Onde Sou:' Conhecimentos Pertinentes Para a Educação na América Latina, 2016, Lages. Anais do Edupala. Lages: Editora ICEP, 2016. v. 1. p. 253-257.

• BRANCO, E. O. ; YAMAGUCHI, C. K. ; STEFENON, S. F. . Relação da Tecnologia Assistiva e Independência no Sistema de Apoio ao Deficiente Visual. In: Congresso Internacional Conhecimentos Pertinentes para a Educação na América, 2018, Lages. Anais do Edupala. Lages: ICEP, 2018. v. II. p. 1276-1276.

• KASBURG, C. ; STEFENON, S. F. . Avaliação da Eficiência de Usinas Fotovoltaicas com Uso do Seguidor Solar Dual-Axis. In: Congresso Internacional Conhecimentos Pertinentes para a Educação na América, 2018, Lages. Anais do Edupala. Lages: ICEP, 2018. v. II. p. 1225-1225.

• STEFENON, S. F. ; AMARAL, D. R. . Inspeção Termográfica em Chaves Seccionadoras Classe 25 kV Lages. In: XIX Mostra Científica, 2016, Lages. Anais da XIX Mostra Científica. Lages: Editora Uniplac, 2016. v. 4. p. 1-1.

• WOLF, F. M. ; STEFENON, S. F. . Aperfeiçoamento e Otimização de Projetos Elétricos Prediais Através do Software Lumine V4. In: XIX Mostra Científica, 2016, Lages. Anais da XIX Mostra Científica. Lages: Editora Uniplac, 2016. v. 4. p. 1-1.

• STEFENON, S. F. . Utilização de Equipamentos para Gravação Aliado ao Aprendizado Acadêmico dos Cursos de Engenharia. In: XIX Mostra Científica, 2016, Lages. Anais da XIX Mostra Científica. Lages: Editora Uniplac, 2016. v. 4. p. 1-1.

• STEFENON, S. F. ; MEYER, L. H. ; AMERICO, J. P. . Análise Computacional Através do Software Matlab para Classificação de Isoladores. In: V CIEPE, 2015, Rio do Sul. Resumos V CIEPE. Rio do Sul: UNIDAVI, 2015. v. 5. p. 83-83.

• STEFENON, S. F. ; AMERICO, J. P. ; COSTA, G. D. . Aplicação do PDCA para Gestão do Consumo de Energia Elétrica. In: V CIEPE, 2015, Rio do Sul. Resumos V CIEPE. Rio do Sul: UNIDAVI, 2015. v. 5. p. 158-158.

• STEFENON, STEFANO FRIZZO . Emergency prevention in hydroelectric plants using ensemble models. 2022. (Apresentação de Trabalho/Outra).

• STEFENON, S. F. ; VIEIRA, G. K. . Proteção e Seletividade em Sistemas Elétricos. 2016. (Apresentação de Trabalho/Outra).

• STEFENON, S. F. ; BRANCO, N. W. . Automação para o Tratamento de Efluentes. 2016. (Apresentação de Trabalho/Outra).

• STEFENON, S. F. ; VACCARO, M. A. . Autogeração de Energia Elétrica. 2016. (Apresentação de Trabalho/Outra).

• STEFENON, S. F. . XXVI Seminário de Capacitação Docente. 2016. (Apresentação de Trabalho/Seminário).

• STEFENON, S. F. . Eficiência Energética e Suas Fontes. 2015. (Apresentação de Trabalho/Conferência ou palestra).

Outras produções

Projetos de pesquisa

• 2017 - 2018

  Análise eletromagnética em linhas de transmissão - Edital Nº 006/2017, Projeto certificado pela empresa Universidade do Planalto Catarinense em 22/04/2017., Descrição: A utilização de linhas de alta tensão em ambientes abertos causa diferença na capacidade de isolação dos componentes devido a impurezas e condições adversas do meio, esta variação pode causar aumento na intensidade de campo elétrico e gerar problemas no sistema elétrico. Com isto, este projeto tem o objetivo de avaliar os campos elétricos e magnéticos nas vizinhanças de linhas de transmissão aéreas.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) / Mestrado acadêmico: (1) . , Integrantes: Stéfano Frizzo Stefenon - Coordenador / Marcelo Picolotto Corso - Integrante / Vitor Fernando Couto - Integrante., Financiador(es): Secretaria de Educação do Estado de Santa Catarina - Bolsa.

• 2017 - 2018

  Aplicação de redes neurais na identificação de problemas em isoladores - Edital Nº 006/2017, Projeto certificado pela empresa Universidade do Planalto Catarinense em 22/04/2017., Descrição: A partir da necessidade de classificação de isoladores de redes convencionais este projeto tem o objetivo de utilizar softwares específicos para análise das variações nas características de isolação devido a falhas encontradas em isoladores, como isolador quebrado, contaminado ou em boas condições. Especificamente será utilizando o equipamento de ultrassom que capta o sinal gerado durante as análises e através de redes neurais inteligentes é realizada o proccessamento do sinal para comparação entre suas características.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) / Mestrado acadêmico: (1) . , Integrantes: Stéfano Frizzo Stefenon - Coordenador / Leonardo Mendes Fernandes - Integrante / Rafael Bartnik Grebogi - Integrante., Financiador(es): Secretaria de Educação do Estado de Santa Catarina - Bolsa.

• 2012 - 2015

  Pesquisa e Desenvolvimento de Metodologia para Detecção de Falhas Iminentes em Sistemas de Distribuição, Projeto certificado pelo(a) coordenador(a) Luiz Henrique Meyer em 16/06/2015., Descrição: O projeto visa identificar dispositivos isolantes com possibilidade de falha iminente. Pretende-se utilizar um conjunto de equipamentos, como câmera de termovisão, medidor de ruído audível, medidor de ruído eletromagnético e ultrassom, de forma conjunta, desenvolvendo uma ferramenta para inspeção de redes de distribuição de energia elétrica.. , Situação: Concluído; Natureza: Pesquisa. , Alunos envolvidos: Graduação: (1) / Mestrado profissional: (2) . , Integrantes: Stéfano Frizzo Stefenon - Integrante / Luiz Henrique Meyer - Coordenador / Thair Ibrahim Abdel Hamid Mustafa - Integrante / Hugo Domingues Almaguer - Integrante / Sérgio Henrique Lopes Cabral - Integrante., Financiador(es): Celesc Distribuição - Cooperação., Número de produções C, T & A: 1