Research
Research Areas
Manufacturing Productivity
- Data-driven predictive maintenance of manufacturing facility to reduce downtime
- Factory floor layout optimization based on workflow monitoring and generative AI
Product Quality
- Welding/assembly/painting quality monitoring based on IoT sensing data and machine learning algorithms
- Vision-based product quality examination and notification using CNN
- Process parameter optimization for improved product quality
Factory Sustainability
- Supply chain optimization by predicting demand and monitoring inventory levels
- Factory energy efficiency improvements by monitoring the overall operation
Employee Safety
- Accident prediction and prevention using camera-based monitoring and warning systems
- Work schedule optimization by monitoring employee work performance and fatigue
