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Rotating Machine Dataset
Vibration sensor data from five rotating machines -
NASA IMS Bearing Dataset
Vibration sensor data from four bearings -
Federated Learning for Autoencoder-based Condition Monitoring in the Industri...
Two real-world datasets for condition monitoring and anomaly detection in rotating machines -
PMH2012 dataset
The PMH2012 dataset is a dataset for bearing performance run-to-failure, captured with the PRO-NOSTIA testing setup. -
Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring...
Complex industrial systems are continuously monitored by a large number of heterogeneous sensors. The diversity of their operating conditions and the possible fault types make... -
High Rack Storage System
The dataset is used for training and testing the DAD:DeepAnomalyDetection algorithm. It contains observations from a hybrid production system, including continuous and discrete... -
IEEE PHM 2012 data challenge bearing dataset
The dataset used in this paper for rotating machinery prognostics
