Stefenon SF - Search Results

1

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

Stefenon SF, Seman LO, Sopelsa Neto NF, Meyer LH, Mariani VC, Coelho LDS. Stefenon SF, et al. Sensors (Basel). 2023 Jul 3;23(13):6118. doi: 10.3390/s23136118. Sensors (Basel). 2023. PMID: 37447968 Free PMC article.

2

Static Attitude Determination Using Convolutional Neural Networks.

Dos Santos GH, Seman LO, Bezerra EA, Leithardt VRQ, Mendes AS, Stefenon SF. Dos Santos GH, et al. Among authors: stefenon sf. Sensors (Basel). 2021 Sep 26;21(19):6419. doi: 10.3390/s21196419. Sensors (Basel). 2021. PMID: 34640740 Free PMC article.

3

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

Stefenon SF, Singh G, Yow KC, Cimatti A. Stefenon SF, et al. Sensors (Basel). 2022 Jun 27;22(13):4859. doi: 10.3390/s22134859. Sensors (Basel). 2022. PMID: 35808353 Free PMC article.

4

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

Sopelsa Neto NF, Stefenon SF, Meyer LH, Ovejero RG, Leithardt VRQ. Sopelsa Neto NF, et al. Among authors: stefenon sf. Sensors (Basel). 2022 Aug 16;22(16):6121. doi: 10.3390/s22166121. Sensors (Basel). 2022. PMID: 36015882 Free PMC article. Review.

5

Wavelet LSTM for Fault Forecasting in Electrical Power Grids.

Branco NW, Cavalca MSM, Stefenon SF, Leithardt VRQ. Branco NW, et al. Among authors: stefenon sf. Sensors (Basel). 2022 Oct 30;22(21):8323. doi: 10.3390/s22218323. Sensors (Basel). 2022. PMID: 36366021 Free PMC article.

6

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

Klaar ACR, Stefenon SF, Seman LO, Mariani VC, Coelho LDS. Klaar ACR, et al. Among authors: stefenon sf. Sensors (Basel). 2023 Mar 17;23(6):3202. doi: 10.3390/s23063202. Sensors (Basel). 2023. PMID: 36991913 Free PMC article.

7

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

Borré A, Seman LO, Camponogara E, Stefenon SF, Mariani VC, Coelho LDS. Borré A, et al. Among authors: stefenon sf. Sensors (Basel). 2023 May 5;23(9):4512. doi: 10.3390/s23094512. Sensors (Basel). 2023. PMID: 37177716 Free PMC article.

8

Video-Based Human Activity Recognition Using Deep Learning Approaches.

Surek GAS, Seman LO, Stefenon SF, Mariani VC, Coelho LDS. Surek GAS, et al. Among authors: stefenon sf. Sensors (Basel). 2023 Jul 13;23(14):6384. doi: 10.3390/s23146384. Sensors (Basel). 2023. PMID: 37514677 Free PMC article.

9

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

Starke L, Hoppe AF, Sartori A, Stefenon SF, Santana JFP, Leithardt VRQ. Starke L, et al. Among authors: stefenon sf. Sci Rep. 2023 Oct 6;13(1):16884. doi: 10.1038/s41598-023-43972-4. Sci Rep. 2023. PMID: 37803055 Free PMC article.

10

Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers.

Tuleski BL, Yamaguchi CK, Stefenon SF, Coelho LDS, Mariani VC. Tuleski BL, et al. Among authors: stefenon sf. Sensors (Basel). 2024 Nov 15;24(22):7316. doi: 10.3390/s24227316. Sensors (Basel). 2024. PMID: 39599093 Free PMC article.

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