Journal Article

(*: Equally-contributing co-first authors, #: Corresponding author)

• Minseok Chae, Hyeongmin Kim, Hye Jun Oh, Chan Hee Park, Chaehyun Suh, Heonjun Yoon*, and Byeng D.Youn*, “PCDC: Prototype-assisted Dual-contrastive Learning with Depthwise Separable Convolutional Neural Network for Few-shot Fault Diagnosis of Permanent Magnet Synchronous Motors under New Operating Conditions,” Journal of Computational Design and Engineering, Vol. 11, pp. 337-358, 2024.06 (SCIE, IF: 4.8, Rank: 11.5%)

• Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Hye Jun Oh, Heonjun Yoon*, and Byeng D.Youn*, “Stator Current Operation Compensation (SCOC): A Novel Preprocessing Method for Deep Learning-based Fault Diagnosis of Permanent Magnet Synchronous Motors Under Variable Operating Conditions,” Measurement, vol. 221, pp. 113446, 2023.11 (SCIE, IF: 5.2, Rank: 9.2%)

• Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon*, and Byeng D. Youn*, “MPARN: Multi-scale Path Attention Residual Network for Fault Diagnosis of Rotating Machines,” Journal of Computational Design and Engineering, vol. 10. no. 2, pp. 860-872, 2023.04 (SCIE, IF: 4.8, Rank: 11.5 %)

• Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon*, and Byeng D. Youn*, “A Health Image for Deep Learning-based Fault Diagnosis of a Permanent Magnet Synchronous Motor Under Variable Operating Conditions: Instantaneous Current Residual Map,” Reliability Engineering & System Safety, vol. 226, pp. 108715, 2022.10 (SCIE, IF: 9.4, Rank: 3.3%)

• Chan Hee Park, Junmin Lee, Hyunjae Kim, Giljun Ahm, Myungbaek Youn, and Byeng D. Youn#, “Feature Inherited Hierarchical Convolutional Neural Network (FI-HCNN) for Motor Fault Severity Estimation Using Stator Current Signal,” International Journal of Precision Engineering and Manufacturing-Green Technology, vol 8, no. 4, pp. 1253-1266, 2021.07, DOI: 10.1007/s40684-020-00279-3, (SCIE, IF: 5.3, Rank: 9.2%)

• Chan Hee Park, Junmin Lee, Hyeongmin Kim, Chaehyun Suh, Myeongbaek Youn, Yongjin Shin, Sung-Hoon Ahn, and Byeng D. Youn#, “Drive-tolerant Current Residual Variance (DTCRV) for Fault Detection of a Permanent Magnet Synchronous Motor Under Operational Speed and Load Torque Conditions,” IEEE Access, vol 9, 2021.03 (SCIE, IF:3.4, Rank: 34.5%)

• Junmin Lee, Hyunseok Oh#, Chan Hee Park, Byeng D. Youn#, and Bongtae Han, “Test Scheme and Degradation Model of Accumulated Electrostatic Discharge (ESD) Damage for Insulated Gate Bipolar Transistor (IGBT) Prognostics,” IEEE Transactions on Device and Materials Reliability, Vol.19, No.1, 2019.03, DOI: 10.1109/TDMR.2019.2898920 (SCI, IF:2.5, Rank: 46.7%)