A Dynamic Health Assessment Method for Industrial Equipment Based on SG-FCM Clustering Algorithm.
YuBin ZhouHong XiaoZhigang ChenTao WangYihao PanYibin WanPublished in: iThings/GreenCom/CPSCom/SmartData (2019)
Keyphrases
- clustering algorithm
- clustering method
- hybrid method
- fuzzy clustering
- segmentation method
- synthetic data
- support vector machine
- unsupervised learning
- computational cost
- experimental evaluation
- cost function
- preprocessing
- k means
- prior knowledge
- neural network
- dynamic programming
- classification method
- pairwise
- dynamic environments
- optimization algorithm
- input data
- high accuracy
- data sets
- classification accuracy
- high precision
- feature extraction
- fuzzy c means
- significant improvement