Research Areas
Korea Textile Machinery Convergence Research Institute
AI Robot Research
Core Technologies
AI-Based Welding Process Optimization Algorithm Technology
This technology optimizes welding parameters, traditionally determined by human expertise, by analyzing correlations between process and quality data using AI. The core of this technology lies in key data selection, acquisition, and AI algorithm development for manufacturing, enabling consistent welding quality regardless of operator skill.
phone_in_talk Technical ContactAX Component & Equipment Research Department
Intelligent AI Robot Technologies for Unmanned Smart Factories
- Development of (dual-arm) mobile robots capable of autonomous manufacturing operations.
- Technology development for deploying humanoid robots in manufacturing and service environments.
- Development of machine vision systems integrating RGB, depth, and LiDAR sensors.
- Development of robot path planning and control software.
phone_in_talk Technical ContactAdvanced Robot Convergence Research Department
PHM (Prognostics and Health Management) Technology for Manufacturing Equipment
- (PHM) – Technology to predict and manage the health of facilities and mechanical systems.
- (Equipment Data Acquisition) – Real-time data collection using MEMS sensors.
- (Diagnosis & Prediction Models) – Diagnosis using AI-based remaining life prediction models.
phone_in_talk Technical ContactEnergy DX Research Department
Real-Time Data Streaming and Edge Control Technology for Manufacturing Equipment
- (Data Processing) – Sensor data acquisition and preprocessing technology.
- (Data Streaming) – Real-time data transmission and processing via OPC-UA protocol.
- (Edge Controller Design) – Design of edge controllers for machine and equipment integration.
phone_in_talk Technical ContactEnergy DX Research Department
AI-Based Intelligent Manufacturing Process Technology
- Data-based correlation analysis and principal component analysis for process variables.
- Data compression and AI model reliability enhancement using statistical methods.
- Integration and optimization of AI models for edge device deployment.
phone_in_talk Technical ContactFlexible Manufacturing System Research Department
