Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection.
Antonio C. BrizaEduardo PiedadElmer C. PeramoPublished in: ICAIIC (2024)
Keyphrases
- deep learning
- fault detection
- methods outperform
- machine learning
- fault diagnosis
- industrial processes
- fault identification
- unsupervised learning
- tennessee eastman
- unsupervised feature learning
- deep architectures
- control system
- mental models
- robust fault detection
- deep belief networks
- failure detection
- natural language processing
- power plant
- weakly supervised
- restricted boltzmann machine
- data mining
- pattern recognition
- image segmentation
- feature selection
- dimensionality reduction
- management system
- training set
- expert systems
- artificial intelligence
- learning algorithm