Machine learning for predictive scheduling and resource allocation in large scale manufacturing systems.
Cristina MorariuOctavian MorariuSilviu RaileanuTheodor BorangiuPublished in: Comput. Ind. (2020)
Keyphrases
- manufacturing systems
- machine learning
- scheduling and resource allocation
- flexible manufacturing systems
- manufacturing environment
- petri net
- complex systems
- manufacturing processes
- quality control
- shop floor
- data mining
- scheduling algorithm
- real world
- real time
- production cost
- manufacturing cell
- holonic manufacturing systems
- predictive modeling
- control structure
- decision trees
- machine learning algorithms
- learning algorithm
- manufacturing enterprises
- reinforcement learning