Research
Research Goal
Research on AI-based problem-solving in large-scale infrastructures such as plant systems, cities, factories, buildings, farms and various facilities.
Extracting informative features from Big data using statistical methods in AI-Industry.
Development of machine learning algorithms that can be applied to practical domains.
Research on AI-based Smart ICT technologies, infrastructures & facilities, one of the promising research topics in the Fourth Industrial Revolution.
Applications(including but not limited to)
Energy-AI - AI-based Energy big data, Demand Response, Optimization, Energy trading, Smartgrid, Distributed Energy Resources, Energy Storage Systems, Renewable energy systems
Building Energy & Control - Building energy, HVAC, Optimization
Fault Diagnosis & Anomaly Detection - Prognostics and health management (PHM), Anomaly detection, Estimation, Optimization
AI based Risk Analysis - Disaster, Hazard estimation, Software development for loss estimation
Data Science & Open Data based Analysis for Practical domain
AI & Machine Learning in Industrial Applications - Deep learning, Reinforcement learning, Swarm intelligence for New Industry