Följ
SIOW PEI YI .
SIOW PEI YI .
Department of Mechanical Engineering, Faculty of Engineering
Verifierad e-postadress på um.edu.my
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Damage sensitive PCA-FRF feature in unsupervised machine learning for damage detection of plate-like structures
PY Siow, ZC Ong, SY Khoo, KS Lim
International Journal of Structural Stability and Dynamics 21 (02), 2150028, 2021
222021
Implementation of a secure storage using blockchain for PCA-FRF sensor data of plate-like structures
M Gordan, PY Siow, AF Deifalla, ZC Ong, Z Ismail, KS Yee
Ieee Access 10, 84837-84852, 2022
102022
Hybrid modal-machine learning damage identification approach for beam-like structures
PY Siow, ZC Ong, SY Khoo, KS Lim
Journal of Vibration and Control 30 (19-20), 4286-4303, 2024
72024
Noise robustness of an operational modal-based structural damage-detection scheme using impact-synchronous modal analysis
PY Siow, ZC Ong, SY Khoo, KS Lim
Journal of Zhejiang University-SCIENCE A 24 (9), 782-800, 2023
52023
Hybrid machine learning with mode shape assessment for damage identification of plates
ZC Ong, PY Siow, SY Khoo, KS Lim, BT Chew
Smart Structures and Systems, An International Journal 31 (5), 485-500, 2023
22023
Distance similarity entropy: A sensitive nonlinear feature extraction method for rolling bearing fault diagnosis
T Wang, SY Khoo, ZC Ong, PY Siow, T Wang
Reliability Engineering & System Safety 255, 110643, 2025
12025
SeqInfo-SAWGAN-GP: Adaptive feature extraction from vibration time data under variable operating conditions for imbalanced bearing fault diagnosis
T Wang, ZC Ong, SY Khoo, PY Siow, J Zhang, T Wang
Measurement 243, 116344, 2025
12025
Resonant frequency reduction of piezoelectric vibration energy harvester by spring boundary condition
YH Huang, ZC Ong, SL Chou, PY Siow
Engineering Research Express 7 (1), 015517, 2025
2025
Development and implementation of medium-fidelity physics-based model for hybrid digital twin-based damage identification of piping structures
PY Siow, BZ Cheah, ZC Ong, SY Khoo, M Gordan, KS Lim
Journal of Civil Structural Health Monitoring, 1-22, 2024
2024
Hybrid Modal-Machine Learning Approach for Structural Damage Diagnosis
PY Siow, ZC Ong, S Chen
2023 IEEE 13th International Conference on Control System, Computing and …, 2023
2023
Seqinfo-Sawgan-Gp: Adaptive Feature Extraction from Vibration Time Data Under Variable Rotating Speeds for Imbalanced Bearing Fault Diagnosis
T WANG, ZC Ong, SY Khoo, PY SIOW, J Zhang, T WANG
Available at SSRN 4844709, 0
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Artiklar 1–11