Physics-Informed Neural Networks With Weighted Losses by Uncertainty Evaluation for Accurate and Stable Prediction of Manufacturing Systems.
Jiaqi HuaYingguang LiChangqing LiuPeng WanXu LiuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- manufacturing systems
- neural network
- manufacturing environment
- prediction accuracy
- flexible manufacturing systems
- shop floor
- prediction model
- petri net
- manufacturing processes
- pattern recognition
- complex systems
- quality control
- holonic manufacturing systems
- neural network ensemble
- control structure
- computer science
- artificial intelligence
- manufacturing process
- decision theory
- multi layer perceptron
- artificial neural networks
- manufacturing cell
- cooperative