Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals.
M. AmarnathS. ArunavHemantha KumarV. SugumaranG. S. RaghvendraPublished in: CoRR (2015)
Keyphrases
- fault diagnosis
- k nearest neighbor
- knn classification
- knn
- knn classifier
- sound signals
- neural network
- classification algorithm
- nearest neighbor
- support vector machine
- nearest neighbor rule
- k nearest
- fault detection
- support vector
- nearest neighbour
- expert systems
- bp neural network
- fault detection and diagnosis
- nearest neighbor algorithm
- distance function
- feature selection
- support vector machine svm
- training set
- operating conditions
- learning algorithm
- multiple faults
- fuzzy logic
- chemical process
- multi sensor information fusion
- monitoring and fault diagnosis
- decision trees
- multiscale
- training data
- image processing
- information retrieval
- power transformers
- sound source
- high dimensional data
- feature set