Gu-Young Kwon received his B.S. and combined M.S. and Ph.D. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2015 and 2021, respectively. In 2021, he joined the BK21 Y-BASE R&E Institute, Yonsei University, as a Postdoctoral Researcher. He also joined the Department of Smart Safety Engineering, Dongguk University, Gyeongju, South Korea, as an Assistant Professor in 2021. Since 2024, he has been with the Department of Smart Information Technology Engineering, Kongju National University, Cheonan, South Korea, as an Assistant Professor. In 2023, he founded GridCure Inc., Seongnam, South Korea, where he contributes to the development of diagnostic and monitoring solutions for power cable infrastructure. His research interests include prognostics and health management (PHM) of various components in power systems using advanced signal processing techniques, such as deep learning, statistical pattern recognition, and time–frequency analysis.