A Monitoring System for Online Fault Detection and Classification in Photovoltaic Plants
Lazzaretti, André Eugênio, Costa, Clayton Hilgemberg da, Rodrigues, Marcelo Paludetto, Yamada, Guilherme Dan, Lexinoski, Gilberto, Moritz, Guilherme Luiz, Oroski, Elder, Goes, Rafael Eleodoro de, Linhares, Robson Ribeiro, Stadzisz, Paulo Cézar, Omori, Júlio Shigeaki, Santos, Rodrigo Braun dos
Published in Sensors (Basel, Switzerland) (20.08.2020)
Published in Sensors (Basel, Switzerland) (20.08.2020)
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Journal Article
Feature Extraction of V-I Trajectory Using 2-D Fourier Series for Electrical Load Classification
Mulinari, Bruna Machado, Nolasco, Lucas da Silva, Oroski, Elder, Lazzaretti, Andre Eugenio, Linhares, Robson Ribeiro, Renaux, Douglas Paulo Bertrand
Published in IEEE sensors journal (15.09.2022)
Published in IEEE sensors journal (15.09.2022)
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Journal Article
Botnet Detection and Mitigation Model for IoT Networks Using Federated Learning
de Caldas Filho, Francisco Lopes, Soares, Samuel Carlos Meneses, Oroski, Elder, de Oliveira Albuquerque, Robson, da Mata, Rafael Zerbini Alves, de Mendonça, Fábio Lúcio Lopes, de Sousa Júnior, Rafael Timóteo
Published in Sensors (Basel, Switzerland) (11.07.2023)
Published in Sensors (Basel, Switzerland) (11.07.2023)
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Journal Article
A Hammerstein-Wiener Model for Single-Electron Transistors
Pes, Beatriz dos Santos, Oroski, Elder, Guimaraes, Janaina Goncalves, Bonfim, Marlio J. C.
Published in IEEE transactions on electron devices (01.02.2019)
Published in IEEE transactions on electron devices (01.02.2019)
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Journal Article
A Dataset for Non-Intrusive Load Monitoring: Design and Implementation
Renaux, Douglas Paulo Bertrand, Pottker, Fabiana, Ancelmo, Hellen Cristina, Lazzaretti, André Eugenio, Lima, Carlos Raiumundo Erig, Linhares, Robson Ribeiro, Oroski, Elder, Nolasco, Lucas da Silva, Lima, Lucas Tokarski, Mulinari, Bruna Machado, Silva, José Reinaldo Lopes da, Omori, Júlio Shigeaki, Santos, Rodrigo Braun dos
Published in Energies (Basel) (15.10.2020)
Published in Energies (Basel) (15.10.2020)
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Journal Article
A Multi-Agent NILM Architecture for Event Detection and Load Classification
Lazzaretti, André Eugenio, Renaux, Douglas Paulo Bertrand, Lima, Carlos Raimundo Erig, Mulinari, Bruna Machado, Ancelmo, Hellen Cristina, Oroski, Elder, Pöttker, Fabiana, Linhares, Robson Ribeiro, Nolasco, Lucas da Silva, Lima, Lucas Tokarski, Omori, Júlio Shigeaki, Santos, Rodrigo Braun dos
Published in Energies (Basel) (01.09.2020)
Published in Energies (Basel) (01.09.2020)
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Journal Article
Estimation of Kautz Poles in Wiener-Volterra Models Using Levenberg-Marquardt Algorithm
Serafin, Higor de Souza, Oroski, Elder, Lazzaretti, André Eugênio
Published in Learning and nonlinear models (28.02.2023)
Published in Learning and nonlinear models (28.02.2023)
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Journal Article
Kalman Filtering-Aided Hybrid Indoor Positioning System With Fingerprinting And Multilateration
Eyng, Angela Cristina, Rayel, Ohara Kerusauskas, Oroski, Elder, Rebelatto, Joao Luiz
Published in 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) (01.05.2020)
Published in 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) (01.05.2020)
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Conference Proceeding
Non-Intrusive Load Monitoring: an Architecture and its evaluation for Power Electronics loads
Renaux, Douglas P. B., Lima, Carlos R. Erig, Pottker, Fabiana, Oroski, Elder, Lazzaretti, Andre E., Linhares, Robson R., Almeida, Andressa R., Coelho, Adil O., Hercules, Mateus C.
Published in 2018 IEEE International Power Electronics and Application Conference and Exposition (PEAC) (01.11.2018)
Published in 2018 IEEE International Power Electronics and Application Conference and Exposition (PEAC) (01.11.2018)
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Conference Proceeding
A Transient and Steady-State Power Signature Feature Extraction Using Different Prony's Methods
Ancelmo, Hellen C., Grando, Flavio Lori, Mulinari, Bruna M., da Costa, Clayton H., Lazzaretti, Andre E., Oroski, Elder, Renaux, Douglas P. B., Pottker, Fabiana, Lima, Carlos R. E., Linhares, Robson R.
Published in 2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) (01.12.2019)
Published in 2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) (01.12.2019)
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Conference Proceeding
A Comparison of Machine Learning-Based Methods for Fault Classification in Photovoltaic Systems
da Costa, Clayton H., Moritz, Guilherme L., Lazzaretti, Andre E., Mulinari, Bruna M., Ancelmo, Hellen C., Rodrigues, Marcelo P., Oroski, Elder, de Goes, Rafael E.
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
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Conference Proceeding
A Monitoring and Management System for Medium-Scale Photovoltaic Plants
da Costa, Clayton H., Stadzisz, Paulo C., Rodrigues, Marcelo P., Yamada, Guilherme D., Rodrigues, Gabriel V., Jiayu, Xie, Moritz, Guilherme L., Oroski, Elder, de Goes, Rafael E., Lazzaretti, Andre E.
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
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Conference Proceeding
One-millisecond low-cost synchronization of wireless sensor network
Linhares, Robson R., Lima, Carlos R. E., Renaux, Douglas P. B., Pottker, Fabiana, Oroski, Elder, Lazzaretti, Andre E., Mulinari, Bruna M., Ancelmo, Hellen C., Gamba, Adriano, Bernardi, Luiz A., Lima, Lucas T.
Published in 2019 IX Brazilian Symposium on Computing Systems Engineering (SBESC) (01.11.2019)
Published in 2019 IX Brazilian Symposium on Computing Systems Engineering (SBESC) (01.11.2019)
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Conference Proceeding
A New Simulated Database for Classification Comparison in Power Signature Analysis
Ancelmo, Hellen C., Mulinari, Bruna M., Pottker, Fabiana, Lazzaretti, Andre E., de P. M. Bazzo, Thiago, Oroski, Elder, Renaux, Douglas P. B., Lima, Carlos R. E., Linhares, Robson R., de A. Gamba, Adriano R.
Published in 2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) (01.12.2019)
Published in 2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) (01.12.2019)
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Conference Proceeding
A New Set of Steady-State and Transient Features for Power Signature Analysis Based on V-I Trajectory
Mulinari, Bruna M., Linhares, Robson R., de Campos, Daniel P., da Costa, Clayton H., Ancelmo, Hellen C., Lazzaretti, Andre E., Oroski, Elder, Lima, Carlos R. E., Renaux, Douglas P. B., Pottker, Fabiana
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
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Conference Proceeding
A MISO Nonlinear Model of Photovoltaic Panel Based on System Identification
Rodrigues, Marcelo P., Oroski, Elder, Stadzisz, Paulo C., da Costa, Clayton H., Lazzaretti, Andre E., Linhares, Robson, de Goes, Rafael E.
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
Published in 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (01.09.2019)
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Conference Proceeding