Broken Rotor Bars Fault Detection in Induction Machine Using Machine Learning Algorithms.
Saddam BensaouchaSandrine MoreauSid Ahmed BessedikAissa AmeurPublished in: SSD (2022)
Keyphrases
- machine learning algorithms
- fault detection
- vibration signal
- fault diagnosis
- machine learning
- condition monitoring
- benchmark data sets
- learning algorithm
- fault identification
- decision trees
- industrial processes
- failure detection
- machine learning methods
- predictive accuracy
- random forests
- tennessee eastman
- learning problems
- learning tasks
- fault detection and diagnosis
- fuel cell
- input features
- machine learning models
- robust fault detection
- operating conditions
- expert systems
- machine learning approaches
- learning models
- fault localization
- neural network
- mathematical model
- fault detection and isolation
- induction motor
- standard machine learning algorithms
- chemical process
- machine learning systems
- knowledge base
- genetic algorithm
- real world
- closed loop
- data sets