Research

Research Interests

Optimization of sensor network with deep learning for carbon zero

Project

-          Development of big data-based intelligent industry infrastructure

-          Development of anomaly detection

-          Development of big data-based intelligent infrastructure

-          Development of deep learning-based port energy optimization/management system and service

-          Development of big data-based intelligent autonomous control

-          Development of deep learning-based energy optimization/management system and service

-          Development of FEMS, sector customized, high energy consumption, process energy analysis, energy reduction

-          Development of data-based energy consumption analysis and energy saving modeling, IoT networking technology design for real-time data collection by industry

-          Development of big data analysis for smart metering cloud operation

-          Development of artificial intelligence techniques (abnormal detection and missing values) for smart metering cloud operation

-          Development of communication system for big data-based energy router

-          Development of open-distributed-decentralized energy network by using the LSTM network

-          Research of link scheduling algorithm of V2I communication for autonomous vehicle

-          Research of radar signal processing for autonomous vehicle

-           Research and development of nanogrid technology model research

-           Investigation of DC-based nanogrid definition, application scope, and configuration plan

-           Optimal power management of nanogrid

-           Review various related research reports and elevator facility safety management laws

-           Investigation for the operational status of domestic and foreign cases in the mechanical parking management system

-          Analysis of synchronization and tracking systems in the communication system

-          Simulate FH-FDMA satellite communication system as a simulator

-          Design of new synchronization systems to compensate for errors of time delay and jamming signal recognition system by using the LSTM network.

-          Design of platform H/W in the loop simulation for verification of low probability of intercept (LPI) radar signal classification algorithm

-          Optimal control for the reverse osmosis (RO) desalination process of a pilot desalination plant equipped with a high-pressure pump and a retentate valve and operated by renewable solar energy