A Novel Image-Based Diagnosis Method Using Improved DCGAN for Rotating Machinery.
Yangde GaoFarzin PiltanJong-Myon KimPublished in: Sensors (2022)
Keyphrases
- experimental evaluation
- high accuracy
- fault diagnosis
- fully automatic
- objective function
- synthetic data
- significant improvement
- computer vision
- improved algorithm
- detection method
- support vector machine svm
- theoretical analysis
- input data
- prior knowledge
- expert systems
- feature extraction
- semi supervised
- computational cost
- feature set
- dynamic programming
- preprocessing
- video sequences
- similarity measure
- real time