Enhanced Fault Detection in Bearings Using Machine Learning and Raw Accelerometer Data: A Case Study Using the Case Western Reserve University Dataset.
Krish K. RajShahil KumarRahul R. KumarMauro AndriolloPublished in: Inf. (2024)
Keyphrases
- fault detection
- machine learning
- condition monitoring
- fault diagnosis
- accelerometer data
- case study
- fault identification
- tennessee eastman
- industrial processes
- failure detection
- robust fault detection
- fuel cell
- artificial intelligence
- fault detection and diagnosis
- behavior recognition
- semi supervised learning
- computer vision
- feature selection
- management system
- activity recognition
- fault localization
- data analysis
- learning algorithm
- data mining
- real time
- knowledge discovery
- power plant
- computational intelligence
- fault isolation
- machine learning algorithms
- intelligent systems