Research department

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