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: IJCNN (2022)
Keyphrases
- sensor data
- quality control
- real time
- machine learning
- mass production
- mass customization
- manufacturing process
- health monitoring
- machine vision
- sensor networks
- data streams
- sensor measurements
- sensor data streams
- heterogeneous sensor networks
- low cost sensors
- manufacturing systems
- automated visual inspection
- human activities
- multiple sensors
- product quality
- sensor readings
- vision system
- knowledge acquisition
- low cost
- control system
- computer vision
- life cycle
- process control
- case based reasoning
- case study
- raw sensor data
- data mining
- data sets
- constraint satisfaction
- object oriented