No. 21
National R&D
ongoing
- Category: National R&D
- Status: ongoing
- Funding Agency: Korea Evaluation Institute of Industrial Technology / Ministry of Trade, Industry and Energy
- Program: Machinery and Equipment Industry Technology Development
- Project Lead (Assigned Ph.D. Student): Deun-Sol Cho (Former), Tae-Min Nam (Current)
- Participation Type: Joint
- Research Period: 2024.09 ~ 2027.12
- Research Objective: Development of AI-based cutting-edge autonomous manufacturing core technologies based on the concept of the Software Defined Factory (SDF), and demonstration in Hyundai Motor manufacturing processes.
- Research Details: Development of adaptive planning technology for SDF manufacturing processes based on large language models (LLMs), SDF manufacturing process scheduling technology based on deep reinforcement learning, and an MLOps workflow.
- Participating / Collaborating Organizations: Shutagen Co., Ltd., Electronics and Telecommunications Research Institute (ETRI), Korea Institute of Industrial Technology (KITECH), Korea Institute of Machinery & Materials (KIMM), UNIST, Hyundai Motor Company, Ulsan Metropolitan City
