-Nearest Neighbor Classification Approach for Data-Driven Fault Diagnosis Using Distance- and Density-Based Affinity Measures.
Myeongsu KangGopala Krishnan RamaswamiMelinda HodkiewiczEdward CrippsJong-Myon KimMichael G. PechtPublished in: DMBD (2016)
Keyphrases
- training set
- fault diagnosis
- nearest neighbor classification
- data driven
- nearest neighbor
- distance function
- distance measure
- affinity measure
- neural network
- expert systems
- fuzzy logic
- fault detection
- chemical process
- fault detection and diagnosis
- training data
- knn
- k nearest neighbor
- operating conditions
- power transformers
- electronic equipment
- monitoring and fault diagnosis
- euclidean distance
- distance metric
- metric learning
- locally adaptive
- nearest neighbor classifier
- clustering algorithm
- multiple faults
- analog circuits
- gas turbine
- similarity search
- dimensionality reduction methods
- artificial intelligence
- control system
- pairwise
- principal component analysis
- edit distance
- knowledge base
- dynamic time warping