Towards Zero-Defect Manufacturing: Machine Selection through Unsupervised Learning in the Printing Industry.
Sotirios T. SpantideasAnastasios E. GiannopoulosNikolaos C. KapsalisAngelos AngelopoulosStamatis VoliotisPanagiotis TrakadasPublished in: I-ESA Workshops (2022)
Keyphrases
- unsupervised learning
- cell formation
- supervised learning
- automotive industry
- high speed
- manufacturing systems
- case study
- printed circuit boards
- dimensionality reduction
- data mining
- deep architectures
- shop floor
- deep learning
- quality control
- expectation maximization
- flowshop
- production line
- production process
- semi supervised
- process improvement
- manufacturing companies
- manufacturing industry
- image segmentation
- learning algorithm
- machine learning
- real time
- wafer fabrication