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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MDCSformer: Multi-scale dilated contracted sub-transformer for fault diagnosis of rotating machinery
Park, C. H., 1 Jan 2026, In: Journal of Computational Design and Engineering. 13, 1, p. 462-485 24 p.Research output: Contribution to journal › Article › peer-review
Open Access -
FL-SSDAN: Fleet-level semi-supervised domain adaptation network for fault diagnosis of overhead hoist transports
Suh, C., Kim, H., Park, C. H., Chae, M., Yoon, J. T., Lee, I., Yoon, H. & Youn, B. D., 1 Jul 2025, In: Journal of Computational Design and Engineering. 12, 7, p. 49-60 12 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
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 Access10 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 Access42 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
63 Scopus citations