International Conference

Minseok Chae, Hyeongmin Kim, Hye Jun Oh, Chan Hee Park, Heonjun Yoon, and Byeng D. Youn, “Few-Shot Learning Method for Fault Diagnosis of Permanent Magnet Synchronous Motors Under New Operating Conditions,” Presented at ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Boston, USA, Aug. 23, 2023

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn, “A Multi-scale Residual Network with Attention Mechanism for Fault Diagnosis of Rotating Machines,” Presented at ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Missouri, USA, Aug. 15, 2022

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn, “Anomaly Detection of Multichannel Complex Industrial Systems using Physically Grouped,” Presented at Asia Pacific Conference of the Prognostics and Health Management Society 2021, Jeju, Republic of Korea, Sep. 9, 2021

Chaehyun Suh, Chan Hee Park, Hyeongmin Kim, Minseok Chae, Heonjun Yoon, Byeng D. Youn, “Physicsinformed Convolutional Neural Network based Fault Diagnosis for Overhead Hoist Transports,” Presented at Asia Pacific Conference of the Prognostics and Health Management Society 2021, Jeju, Republic of Korea, Sep. 9, 2021

Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Min Seok Chae, Heonjun Yoon and Byeng D. Youn, “A Novel Health Feature for Fault Diagnosis of a Servo Motor Under Non-stationary Conditions," Presented at Asia Pacific Conference of the Prognostics and Health Management Society 2021, Jeju, Republic of Korea, Sep. 9, 2021

Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Min Seok Chae, Heonjun Yoon and Byeng D. Youn, "A Novel Deep Learning-based Fault Diagnosis of a Servo Motor Under Non-stationary Conditions," Presented at International Conference on Energy, Aquatech and Sustainability 2021, Online Conference, Aug. 13, 2021.

Chaehyun Suh, Chan Hee Park, Hyeongmin Kim, and Byeng D. Youn, "Domain Adversarial Neural Network based Unit Adaptation Method for Fault Detection of Overhead Hoist Transports," Presented at International Symposium on Precision Engineering and Sustainable Manufacturing (PRESM) 2020, Seoul, Republic of Korea, Nov 17, 2020.

Giljun Ahn, Junmin Lee, Chan Hee Park, Myeongbaek Youn, Byeng D. Youn, "Inter-turn Short Circuit Fault Detection in Permanent Magnet Synchronous Motors Based on Reference Voltage”, Presented at Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, Toulouse, France, Aug. 29, 2019.

Chan Hee Park, Junmin Lee, Giljun Ahn, Myeongbaek Youn, Byeng D. Youn, "Fault Detection of PMSM under Non-stationary Conditions Based on Wavelet Transformation Combined with Distance Approach”, Presented at Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, Toulouse, France, Aug. 28, 2019.

Chan Hee Park, Yong Oh Lee, Byeng D. Youn, “Deep Learning Based Fault Diagnosis of Bearing in Mechanical Systems with Nested Scatter Plot Using Stator Current Signals”, Presented at Europe Korean Conference 2019, Vienna, Austria, July 17, 2019

Junmin Lee, Chan Hee Park, Giljun Ahn, Myeongbaek Youn, Byeng D. Youn, "Harmonic Distortion Based Motor Current Signature Analysis for Fault Diagnosis of a Permanent Magnet Synchronous Motor", Presented at International Conference on Energy and Sustainability, Seoul, Republic of Korea, Oct 18, 2018.

Chan Hee Park, Giljun Ahn, Sooho Kim, Jungho Park, Byeng D. Youn, "Autonomous Fault Diagnosis for Overhead Hoist Transport (OHT) Vehicles Using Command Torque Signal,", Presented at International Conference on Energy and Sustainability, Seoul, Republic of Korea, Oct 18, 2018.

Junmin Lee, Chan Hee Park, Giljun Ahn, Jun Young Lee, Insun Shin, Kyusung Jung, Byeng D. Youn, Hyun Soo Jang, Daeil Kwon, Joo-Ho Choi, “Exercising Standardization of Prognostics and Health Management (PHM) for Manufacturing Industry,” Presented at Industry Forum: Monitoring, Diagnostics, and Prognostics for Manufacturing Operations, Gaithersburg, Maryland, USA, May 9, 2018

Chan Hee Park, Jungho Park, Joowhan Song, Juho Yang, Il Kyu Lee, Byeng D. Youn, “Fault Detection of an Overhead Hoist Transport (OHT) Vehicle Using Feedback Control Signals,” Presented at Industry Forum: Monitoring, Diagnostics, and Prognostics for Manufacturing Operations, Gaithersburg, Maryland, USA, May 9, 2018

Chan Hee Park, Sooho Kim, Junmin Lee, Dong-Ki Lee, Kyumin Na, Joowhan Song, Byeng D. Youn, “Hybriding Data-driven and Model-based Approaches for Fault Diagnosis of Rail Vehicle Suspensions,” Presented at PHM 2017, 9th Annual Conference of the Prognostics and Health Management Society, St. Petersburg, Florida, USA, October 4, 2017

Junmin Lee, Hyunseok Oh, Chan Hee Park, Byeng D. Youn, Deog Hyeon Kim, Byung Hwa Kim, and Yong Un Cho, “Failure Precursor Identification and Degradation Modeling for Insulated Gate Bipolar Transistors Subjected to Electrical Stress,” Presented at PHM 2016, 8th Annual Conference of the Prognostics and Health Management Society, Denver, Colorado, USA, October 3, 2016