Activities

International Conference

ACMSO 2024

Period: May 2024
Place: Zhengzhou, China
Presentation Title: Window Size and Sampling Rate Selection for Cost-optimal Deep Learning-based Fault Diagnosis

ASME-IDETC 2023

Period: August 2023
Place: Boston, USA
Presentation Title: Convolutional Auto-Encoder-Based Boiler Tube Leakage Detection Method in a Thermal Power Plant 

ASME-IDETC 2022

Period: August 2022
Place: St. Louis, USA
Presentation Title: A Multi-scale Residual Network with Attention Mechanism for Fault Diagnosis of Rotating Machines 

ICEAS 2022

Period: August 2022
Place: Ansan, South Korea
Presentation Title: Reinforcement Learning-based Optimal Parameter Estimation of Ultra Precision Machine

PHMAP 2021

Period: September,2021
Place: Jeju, South Korea
Presentation Title: "Anomaly Detection of Multichannel Complex Industrial Systems using Physically Grouped Convolutional Autoencoder"

Other Activities

Visiting Scholar

Period: June 2022 – August 2022
Institution: Fraunhofer Institute for Production Technology IPT, Aachen, Germany
Activities: Collaborative research on applying AI techniques, including inverse modeling and reinforcement learning, for design parameter optimization in manufacturing.

Part-time Intern

Period: August 2023 – December 2023
Institution:  Onepredict Inc., Seoul, South Korea
Activities: Contributed to R&D for predictive maintenance software, focusing on enhancing motor fault diagnosis accuracy