Digital Twins of Production Systems Based on Discrete Simulation and Machine Learning Algorithms.
Damian KrenczykPublished in: SOCO (2) (2023)
Keyphrases
- machine learning algorithms
- production system
- benchmark data sets
- learning algorithm
- multistage
- simulation software
- machine learning
- decision trees
- predictive accuracy
- random forests
- learning problems
- machine learning methods
- learning tasks
- production process
- multiprocessor architecture
- certainty factor
- machine learning approaches
- markov decision
- expert systems
- production line
- statistical machine learning
- machine learning models
- machine learning systems
- standard machine learning algorithms
- multiclass classification
- control structure
- learning models
- training data
- neural network
- general purpose
- logistic regression