ProjectsKO

Simulation development and evaluation for heavy equipment maintenance shop layout

Development of a learning-based UAV reconnaissance path planning algorithm

RL-based adaptive parameter optimization for lot dispatching in semiconductor Fabs

Industry-specific physical AI model and PoC

Basic research lab for AI-based stochastic optimization algorithms

Large-scale project scheduling for plant construction and commissioning

Defense intelligent swarm systems research center

Autonomous scheduling for swift and efficient adaptation to dynamic manufacturing environments

Circuit recognition for pattern detection

Scheduling of tire manufacturing lines

RL-based multi-crane scheduling in coil warehousing systems

Published "Dynamic crane scheduling with reinforcement learning for a steel coil warehouse" at IEEE ICRA, Yokohama, Japan, 2024.

Multi-crane and ladle scheduling in steelmaking processes

Mixed-product production line scheduling for thermal insulation manufacturing

Reinforcement learning based meta-scheduling for manufacturing systems

Semiconductor OHT system simulation and abnormal event detection

AI–optimization integrated scheduling for steelmaking production systems

Published "Scheduling of steelmaking-continuous casting process by integrating deep neural networks with mixed integer programming" in IJPR, vol. 63, no. 11, pp. 4180-4201, 2025.