Marrison Gabriel Guedes de Souza

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Active since

2023

Affiliations

Universidade Federal de Pernambuco(Current)

Instituto Federal de Educação, Ciência e Tecnologia de Pernambuco

University of California, Los Angeles

Marrison Gabriel Guedes de Souza is an author at Universidade Federal de Pernambuco specializing in time series analysis, vibration monitoring, and data-driven anomaly detection.

Publications per year

2023–2024

Publications

A robust fleet-based anomaly detection framework applied to wind turbine vibration data

Gustavo de Novaes Pires Leite, Felipe Farias, Tiago Gomes de Sá et al. · Engineering Applications of Artificial Intelligence · 2023 · 17 citations

Computing, Data Science, Machine Learning +13

Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data.

Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Felipe Farias et al. · Engineering Applications of Artificial Intelligence · 2024 · 13 citations

Computing, Computer Science, Systems Engineering +14

Remaining Useful Life Estimation Framework for the Main Bearing of Wind Turbines Operating in Real Time

Januário Leal de Moraes Vieira, Felipe Farias, Álvaro Antônio Villa Ochoa et al. · Energies · 2024 · 12 citations · Full text

Engineering, Systems Engineering, Predictive Analytics +16

Fault detection framework in wind turbine pitch systems using machine learning: Development, validation, and results

Caio Filipe de Lima Munguba, Álvaro Antônio Villa Ochoa, Gustavo de Novaes Pires Leite et al. · Engineering Applications of Artificial Intelligence · 2024 · 11 citations

Computing, Computer Science, Systems Engineering +16

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