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.

Brian Anthony presents “Learned Control of Manufacturing Processes” at IdeaStream 2022.