His research focuses on machine learning for an anomaly detection, stochastic modeling for manufacturing processes and system decision support tools with mechatronics applications. He extends his research work to developing self-sustainable systems via an intelligent, informatics, and IoT system design at UNIST. He received the BS (2001) and PhD (2010) in Mechanical Engineering from Seoul National University, Korea, and from the University of Michigan, USA, respectively.