Research output per year
Research output per year
Personal profile
Education
Seoul National University, Ph. D. (2016.03~2022.02)
Professional Experience
Samsung Electronics (2022.03~2024.08)
Research Interests
AI-driven Engineering Data Analysis, Prognostics and Health Management, Motor Fault Diagnosis
Major Research Achievements
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
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Collaborations and top research areas from the last five years
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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
Chae, M., Kim, H., Oh, H. J., Park, C. H., Suh, C., Yoon, H. & Youn, B. D., 1 Jun 2024, In: Journal of Computational Design and Engineering. 11, 3, p. 337-358 22 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
MPARN: multi-scale path attention residual network for fault diagnosis of rotating machines
Kim, H., Park, C. H., Suh, C., Chae, M., Yoon, H. & Youn, B. D., 1 Apr 2023, In: Journal of Computational Design and Engineering. 10, 2, p. 860-872 13 p.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
A health image for deep learning-based fault diagnosis of a permanent magnet synchronous motor under variable operating conditions: Instantaneous current residual map
Park, C. H., Kim, H., Suh, C., Chae, M., Yoon, H. & Youn, B. D., Oct 2022, In: Reliability Engineering and System Safety. 226, 108715.Research output: Contribution to journal › Article › peer-review
43 Scopus citations -
Standard Cell Design Optimization with Advanced MOL Technology in 3nm GAA Process
Yang, G., Jung, H., Lim, J., Seo, J., Kim, I., Yu, J., You, H., Kong, J., Kim, G., Jeong, M., Park, C., An, S., Rim, W., Kim, H., Lee, D., Baek, S., Jung, J., Song, T. & Kye, J., 2022, 2022 IEEE Symposium on VLSI Technology and Circuits, VLSI Technology and Circuits 2022. Institute of Electrical and Electronics Engineers Inc., p. 363-364 2 p. (Digest of Technical Papers - Symposium on VLSI Technology; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
A Feature Inherited Hierarchical Convolutional Neural Network (FI-HCNN) for Motor Fault Severity Estimation Using Stator Current Signals
Park, C. H., Kim, H., Lee, J., Ahn, G., Youn, M. & Youn, B. D., Jul 2021, In: International Journal of Precision Engineering and Manufacturing - Green Technology. 8, 4, p. 1253-1266 14 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations