Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings.
Mario PeñaMariela CerradaXimena AlvarezDiana JadánPablo LuceroBarragán MiltonRodrigo GuamánRené-Vinicio SánchezPublished in: J. Intell. Fuzzy Syst. (2018)
Keyphrases
- fault diagnosis
- knn
- feature engineering
- cluster validity
- text classification
- k nearest neighbor
- condition monitoring
- neural network
- dependency parsing
- cluster analysis
- nearest neighbor
- fuzzy c means
- knn algorithm
- fault detection
- expert systems
- machine learning
- k nearest neighbour
- text categorization
- operating conditions
- natural language processing
- distance function
- labeled data
- fuzzy logic
- feature selection
- support vector machine
- k means
- cluster validation
- vibration signal
- support vector machine svm
- similarity search
- pattern recognition
- unsupervised learning
- feature extraction
- image segmentation
- genetic algorithm
- real world