Process monitoring and machine learning for defect detection in laser-based metal additive manufacturing.
T. HerzogMilan BrandtAdrian TrinchiAntonella SolaA. MolotnikovPublished in: J. Intell. Manuf. (2024)
Keyphrases
- defect detection
- machine learning
- machine learning methods
- automated visual inspection
- pattern recognition
- feature extraction
- decision trees
- manufacturing processes
- manufacturing systems
- computational intelligence
- learning algorithm
- computer vision
- feature selection
- artificial intelligence
- semi supervised learning
- data mining
- manufacturing environment
- quality control
- inductive learning
- learning tasks
- learning systems
- knowledge acquisition
- text classification
- natural language processing
- support vector machine
- active learning
- data analysis
- reinforcement learning
- heuristic search
- knowledge engineering
- process planning
- genetic algorithm
- range sensors
- textured surfaces
- material handling
- natural language