ARTICLE IN ACADEMIC JOURNALS
| NO | DETAILS OF ARTICLE IN ACADEMIC JOURNALS |
|---|---|
| 1. |
Feasibility study of utilising modal-based features for finite element model-informed artificial neural network-based damage identification
2025
Source :
Proceedings of the 11th International Operational Modal Analysis Conference Iomac 2025
|
| 2. |
Multi-scale distance similarity entropy: A novel complexity measurement for gearbox fault diagnosis
2025
Source :
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
DOI :
10.1016/j.engappai.2025.112308
|
| 3. |
SeqInfo-SAWGAN-GP: Adaptive feature extraction from vibration time data under variable operating conditions for imbalanced bearing fault diagnosis
2025
Source :
MEASUREMENT
DOI :
10.1016/j.measurement.2024.116344
|
| 4. |
An enhanced generative adversarial network for longer vibration time data generation under variable operating conditions for imbalanced bearing fault diagnosis
2025
Source :
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
DOI :
10.1016/j.engappai.2025.110760
|
| 5. |
Development and implementation of medium-fidelity physics-based model for hybrid digital twin-based damage identification of piping structures
2025
Source :
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
DOI :
10.1007/s13349-024-00856-z
|
| 6. |
Resonant frequency reduction of piezoelectric vibration energy harvester by spring boundary condition
2025
Author(s) : Siow Pei Yi Source :
Engineering Research Express
DOI :
10.1088/2631-8695/ada726
|
| 7. |
Distance similarity entropy: A sensitive nonlinear feature extraction method for rolling bearing fault diagnosis
2025
Source :
RELIABILITY ENGINEERING & SYSTEM SAFETY
DOI :
10.1016/j.ress.2024.110643
|
| 8. |
Hybrid modal-machine learning damage identification approach for beam-like structures
2024
Source :
JOURNAL OF VIBRATION AND CONTROL
DOI :
10.1177/10775463231209008
|
| 9. |
Hybrid machine learning with mode shape assessment for damage identification of plates
2023
Source :
SMART STRUCTURES AND SYSTEMS
DOI :
10.12989/sss.2023.31.5.485
|
| 10. |
Hybrid Modal-Machine Learning Approach for Structural Damage Diagnosis
2023
Author(s) : Ong Zhi Chao, Siow Pei Yi Source :
Proceedings - 13th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2023
DOI :
10.1109/ICCSCE58721.2023.10237133
|
| 11. |
Noise robustness of an operational modal-based structural damage-detection scheme using impact-synchronous modal analysis
2023
Source :
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A
DOI :
10.1631/jzus.A2200620
|
| 12. |
Implementation of a Secure Storage Using Blockchain for PCA-FRF Sensor Data of Plate-Like Structures
2022
Source :
IEEE ACCESS
DOI :
10.1109/ACCESS.2022.3197776
|
| 13. |
Damage Sensitive PCA-FRF Feature in Unsupervised Machine Learning for Damage Detection of Plate-Like Structures
2021
Source :
INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS
DOI :
10.1142/S0219455421500280
|
RESEARCH PROJECT
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
Investigation of a Transfer Learning-Based Hybrid Digital Twin Framework for Structural Health Monitoring
|
|
on going |
RESEARCH COLLABORATOR
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
Combustion Anomaly Detection and Optimization in Gas Turbines Using Temporal Fusion Transformer and Digital Twin-Based Reinforcement Learning for Application in TNB Gas-Fired Power Plants
|
|
new |
|
Assessing Environmental Vibration Compliance In Malaysia
Researcher(s) : Ts. Dr. Soong Ming Foong, Dr. Siow Pei Yi |
|
on going |
|
Advanced Vibration Assessment And Diagnosis Using Entropy Feature And Machine Learning Technique
Researcher(s) : Ts. Dr. Soong Ming Foong, Dr. Siow Pei Yi |
|
on going |
|
Development of a Non-Fluid-Based Suspension Damper Employing Eddy Current Damping Principle
|
|
on going |
|
"CREATICE CHAOS: DRAW, DESIGN, AND RECYCLE WITH FLAIR!"
Researcher(s) : Dr. Nurshafarina Binti Jasme, Dr. Siow Pei Yi |
|
on going |