Hyperparameter Tunning in Simulation-based Optimization for Adaptive Digital-Twin Abstraction Control of Smart Manufacturing System.
Moon Gi SeokWen Jun TanBoyi SuWentong CaiPublished in: SIGSIM-PADS (2022)
Keyphrases
- manufacturing systems
- flexible manufacturing systems
- control structure
- shop floor
- control method
- petri net
- manufacturing environment
- manufacturing processes
- quality control
- simulation based optimization
- control system
- gaussian processes
- real time control
- raw material
- complex systems
- market demand
- model selection
- control architecture
- control strategy
- manufacturing enterprises
- holonic manufacturing systems
- high level