INSTITUTE FOR ADVANCED ENGINEERING
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
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
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
Embedded IoT platform development
Edge device platforms with integrated AI models
Embedded hardware and electronic system design technologies
Lightweight AI model development and deployment
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 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