Research Fields
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Research Fields
INSTITUTE FOR ADVANCED ENGINEERING
AI Utilization (AI + X) Technologies
- AI-based automation and autonomous optimization of plant/manufacturing processes
- LLM-based industrial AI agent technologies
- Generative AI-based synthetic data generation technologies
- Federated learning-based smart fault diagnosis and life prediction technologies
Multimodal Industrial Safety AI
- Workplace safety monitoring and situational awareness based on multimodal (vision-sensor fusion) data
- Real-time worker behavior recognition and abnormal behavior detection
- Multi-sensor based early risk sign prediction and risk assessment
- Industry-specialized LLM-based automated risk analysis and response guidance
AI Digitalization of Design Information
- Design information recognition and extraction from drawings/documents using deep learning and geometric analysis
- Semantic analysis-based integration and structuring of multi-source design documents
- Structuring design data using knowledge graphs and linking with digital twins
- AI-based detection of design errors and inconsistencies
On-Device AI
- Embedded IoT platform development
- Edge device platforms with integrated AI models
- Embedded hardware and electronic system design technologies
- Lightweight AI model development and deployment
3D Shape Digitalization Technologies
- Mobile 3D spatial information digitalization using LiDAR SLAM
- Real-time 3D object recognition by fusing LiDAR and camera data
- Visualization of 3D shape-based sensor data through multi-sensor integration
- 4D (3D + time) shape change history tracking and BIM-based consistency verification
Human-Centered Extended Intelligence (HXI)
- Human behavior recognition/analysis and interaction applications using multimodal data
- Auxetic-structured magnetic tactile sensors and haptic feedback applications
- HRI (Human-Robot Interaction) based on Visual-Language-Action (VLA) models