Seminar on AI in production toward an Autonomous factory
Assoc Professor Jay Jumyung UM Kyung Hee University, South Korea This seminar will be chaired by A/P Moon Seung Ki. |
| Seminar Abstract |
Due to the shortage of experts and volatile market change, traditional production systems have reached the challenge of their productivity. To overcome this the "Factory of the Future" is transitioning towards autonomous factory systems augmented by Advanced AI technologies such as Generative AI and Reinforcement Learning. This seminar will explore AI applications of key factory components—Man, Machine, Method, and Material—restructuring them to be more resilient, flexible, and modular. And the information of the components is utilized to various AI trainings and real-time intervention to factory system. All the manufacturing data is managed by the concept of digital threads that is the manufacturing information standardized by meta data model through the whole product life cycle. Each application case is introduced with real-world case studies from the machine tools, automotive, and semiconductor industries. |
| Speaker's Biography |
Dr. Jay Jumyung Um received the Ph.D. degree from POSTECH, South Korea, in 2012. He was a Postdoctoral Researcher with the Swiss Federal Institute of Technology Lausanne (EPFL), from 2012 to 2014. He was a Research Associate with the University of Cambridge, from 2014 to 2015. Since 2016, he has been a Senior Researcher with the German Research Center for Artificial Intelligence (DFKI). Since September 2018, he has been a Professor with the Department of Industrial and Management System Engineering, Kyung Hee University, South Korea. He joined Kyung Hee University, as a Faculty Member of artificial intelligence, in 2022. His research interests include virtual reality and artificial intelligence of smart factories. |