Anomaly Detections for Manufacturing Systems Based on Sensor Data - Insights into Two Challenging Real-World Production Settings.
Klaus KammererBurkhard HoppenstedtRüdiger PryssSteffen StöklerJohannes AllgaierManfred ReichertPublished in: Sensors (2019)
Keyphrases
- sensor data
- manufacturing systems
- challenging real world
- manufacturing processes
- shop floor
- manufacturing process
- production cost
- quality control
- production scheduling
- production rate
- optimal production
- petri net
- sensor networks
- manufacturing environment
- human activities
- data streams
- raw material
- anomaly detection
- sensor measurements
- complex systems
- multiple sensors
- production process
- holonic manufacturing systems
- health monitoring
- production planning
- product quality
- production system
- cooperative
- sensor readings
- smart environments
- heterogeneous sensor networks
- raw sensor data
- data sets
- earth observation
- assembly line
- network traffic
- wireless sensor networks
- real world