Caio Filipe de Lima Munguba

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Publications

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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

Caio Filipe de Lima Munguba is an author at Universidade Federal de Pernambuco specializing in maintenance engineering, air conditioning, and condition-based maintenance.

ORCID

Publications per year

2023–2024

Publications

Condition-based maintenance with reinforcement learning for refrigeration systems with selected monitored features

Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Álvaro Antônio Villa Ochoa et al. · Engineering Applications of Artificial Intelligence · 2023 · 16 citations

Engineering, Industrial Engineering, Air Conditioning +12

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

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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