Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals.
Vitor Berger BonellaMarcos Pellegrini RibeiroLucas Henrique Sousa MelloThiago Oliveira-SantosAlexandre Loureiros RodriguesFlávio Miguel VarejãoPublished in: ISIE (2022)
Keyphrases
- vibration signal
- deep learning
- fault diagnosis
- condition monitoring
- monitoring and fault diagnosis
- fault detection
- unsupervised learning
- neural network
- machine learning
- operating conditions
- expert systems
- fuzzy logic
- intelligent systems
- power plant
- semi supervised
- higher order
- non stationary
- multiresolution
- pattern recognition
- reinforcement learning
- knowledge base
- decision making
- incipient fault
- genetic algorithm