Comparative Analysis of Machine Learning Techniques for Bearing Fault Classification in Rotating Machinery.
Anischal KumarVoicu GrozaKrish K. RajMansour H. AssafShahil KumarRahul R. KumarPublished in: SACI (2023)
Keyphrases
- comparative analysis
- rotating machinery
- fault diagnosis
- fault detection
- machine learning
- pattern recognition
- machine learning methods
- support vector machine svm
- classification accuracy
- monitoring and fault diagnosis
- classification rules
- classification method
- decision trees
- feature extraction
- classification scheme
- image classification
- text classification
- machine learning approaches
- decision rules
- class labels
- automatic classification
- bayesian methods
- support vector
- feature space
- unsupervised learning
- model selection
- management system
- feature vectors
- data sets
- classification process
- fusion scheme
- semi quantitative
- feature selection
- classification models
- pattern classification
- benchmark datasets
- training set
- training samples
- supervised learning
- support vector machine