In-situ porosity prediction in metal powder bed fusion additive manufacturing using spectral emissions: a prior-guided machine learning approach.
Mohamed AtwyaGeorge PanoutsosPublished in: J. Intell. Manuf. (2024)
Keyphrases
- machine learning
- prediction accuracy
- linear prediction
- pattern recognition
- prediction model
- data fusion
- prediction error
- information extraction
- knowledge acquisition
- prediction algorithm
- manufacturing systems
- model selection
- machine learning methods
- machine learning algorithms
- learning algorithm
- artificial intelligence
- reinforcement learning
- computer vision
- decision trees
- spectral images
- diesel engine
- predictive modeling
- explanation based learning
- feature selection
- computational intelligence
- learning tasks
- prior knowledge
- learning systems
- knowledge representation
- support vector machine
- data mining