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Seokgoo Kim
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Cited by
Year
Gear fault diagnosis using transmission error and ensemble empirical mode decomposition
S Park, S Kim, JH Choi
Mechanical Systems and Signal Processing 108, 262-275, 2018
1362018
Diagnostics 101: A tutorial for fault diagnostics of rolling element bearing using envelope analysis in matlab
S Kim, D An, JH Choi
Applied Sciences 10 (20), 7302, 2020
652020
Convolutional neural network for gear fault diagnosis based on signal segmentation approach
S Kim, JH Choi
Structural Health Monitoring 18 (5-6), 1401-1415, 2019
622019
Prediction of remaining useful life by data augmentation technique based on dynamic time warping
S Kim, NH Kim, JH Choi
Mechanical Systems and Signal Processing 136, 106486, 2020
582020
Frequency energy shift method for bearing fault prognosis using microphone sensor
J Park, S Kim, JH Choi, SH Lee
Mechanical Systems and Signal Processing 147, 107068, 2021
482021
A novel prognostics approach using shifting kernel particle filter of Li-ion batteries under state changes
S Kim, HJ Park, JH Choi, D Kwon
IEEE Transactions on Industrial Electronics 68 (4), 3485-3493, 2020
432020
Ranked feature-based laser material processing monitoring and defect diagnosis using k-NN and SVM
SH Lee, J Mazumder, J Park, S Kim
Journal of Manufacturing Processes 55, 307-316, 2020
422020
Data-driven prognostics with low-fidelity physical information for digital twin: physics-informed neural network
S Kim, JH Choi, NH Kim
Structural and Multidisciplinary Optimization 65 (9), 255, 2022
322022
A tutorial for feature engineering in the prognostics and health management of gears and bearings
J Sim, S Kim, HJ Park, JH Choi
Applied Sciences 10 (16), 5639, 2020
312020
A comparative study of fault diagnosis for train door system: traditional versus deep learning approaches
S Ham, SY Han, S Kim, HJ Park, KJ Park, JH Choi
Sensors 19 (23), 5160, 2019
262019
Challenges and opportunities of system-level prognostics
S Kim, JH Choi, NH Kim
Sensors 21 (22), 7655, 2021
252021
Transfer learning-based fault diagnosis under data deficiency
SH Cho, S Kim, JH Choi
Applied Sciences 10 (21), 7768, 2020
242020
A new prognostics approach for bearing based on entropy decrease and comparison with existing methods
S Kim, S Park, JW Kim, J Han, D An, NH Kim, JH Choi
Annual conference of the phm society 8 (1), 2016
232016
Feature extraction for bearing prognostics using weighted correlation of fault frequencies over cycles
C Lim, S Kim, YH Seo, JH Choi
Structural Health Monitoring 19 (6), 1808-1820, 2020
212020
Inspection schedule for prognostics with uncertainty management
S Kim, JH Choi, NH Kim
Reliability Engineering & System Safety 222, 108391, 2022
182022
Feature extraction for bearing prognostics based on frequency energy
S Kim, JH Choi, D An
The journal of the Korea institute of intelligent transport systems 16 (2 …, 2017
162017
Neural network based aircraft engine health management using C-MAPSS data
Y Yun, S Kim, SH Cho, JH Choi
Journal of aerospace system engineering 13 (6), 17-25, 2019
92019
A Robust Health Indicator for Rotating Machinery under Time-Varying Operating Conditions
S Kim, HJ Park, YH Seo, JH Choi
IEEE Access, 2022
82022
Machine health assessment based on an anomaly indicator using a generative adversarial network
HJ Park, S Kim, SY Han, S Ham, KJ Park, JH Choi
International Journal of Precision Engineering and Manufacturing 22 (6 …, 2021
82021
Construction of bearing health indicator under time-varying operating conditions based on Isolation Forest
J Sim, J Min, S Kim, SW Lee, JH Choi
Engineering Applications of Artificial Intelligence 126, 107058, 2023
72023
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Articles 1–20