An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data.
Michiel StraatKevin KosterNick GoetKerstin BuntePublished in: CoRR (2022)
Keyphrases
- sensor data
- quality control
- mass customization
- manufacturing process
- mass production
- machine learning
- real time
- health monitoring
- machine vision
- sensor networks
- sensor data streams
- data streams
- manufacturing systems
- heterogeneous sensor networks
- low cost sensors
- sensor measurements
- product quality
- human activities
- vision system
- monitoring system
- raw sensor data
- multiple sensors
- life cycle
- control system
- sensor readings
- image processing
- world wide
- case study
- knowledge acquisition
- automated visual inspection
- artificial intelligence
- data mining
- knowledge engineering
- low cost
- wireless sensor networks
- image analysis
- expert systems
- computer vision