Learned control of manufacturing processes
Year
2019
Project team
Brian Anthony
Control
Is critical to maintaining quality of material or products
Machine learning
Adapts to the characteristics of specific production equipment
Creating
A new level of manufacturing performance
Improving manufacturing system performance
The control of a manufacturing process is critical in maintaining the consistent quality of materials or products. Machine learning, especially deep reinforcement learning, overcomes limitations of other control strategies by adapting to the characteristics of specific production equipment. This project will create a new level of manufacturing system performance using process control methods based on deep learning.