A Novel Deep Learning Method for Intelligent Fault Diagnosis of Rotating Machinery Based on Improved CNN-SVM and Multichannel Data Fusion.
Wenfeng GongHui ChenZehui ZhangMeiling ZhangRuihan WangCong GuanQin WangPublished in: Sensors (2019)
Keyphrases
- fault diagnosis
- data fusion
- rotating machinery
- rbf neural network
- bp neural network
- support vector machine svm
- deep learning
- neural network
- multi sensor information fusion
- fusion method
- unsupervised learning
- support vector machine
- information fusion
- multi sensor
- fault detection
- decision support
- k means
- fusion algorithm
- pairwise
- expert systems
- learning algorithm