Sakdirat Kaewunruen

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
A review of applications of AI in monitoring, inspection, and maintenance of railway tracks.
J. Ind. Inf. Integr.
Amin Khajehdezfuly, Hadi Azizipour, Sakdirat Kaewunruen
2025 J jnl
Surrogate model-based multi-objective Bayesian optimisation of porous acoustic barriers.
Eng. Comput.
Hassan Liravi, François-Xavier Bécot, Sakdirat Kaewunruen, Jelena Ninic
2024 J jnl
Automated Prognostics and Diagnostics of Railway Tram Noises Using Machine Learning.
IEEE Access
Junhui Huang, Hao Liu, Wenyan Xi, Sakdirat Kaewunruen
2024 J jnl
Machine learning and traditional approaches in shear reliability of steel fiber reinforced concrete beams.
Reliab. Eng. Syst. Saf.
Xia Qin, Sakdirat Kaewunruen
2023 J jnl
Digital Twins for Managing Railway Bridge Maintenance, Resilience, and Climate Change Adaptation.
Sensors
Sakdirat Kaewunruen, Mohannad AbdelHadi, Manwika Kongpuang, Withit Pansuk, Alex M. Remennikov
2023 J jnl
Multi-Hazard Effects of Crosswinds on Cascading Failures of Conventional and Interspersed Railway Tracks Exposed to Ballast Washaway and Moving Train Loads.
Sensors
Hao Fu, Yushi Yang, Sakdirat Kaewunruen
2023 J jnl
Track Geometry Prediction Using Three-Dimensional Recurrent Neural Network-Based Models Cross-Functionally Co-Simulated with BIM.
Sensors
Jessada Sresakoolchai, Sakdirat Kaewunruen
2023 J jnl
Unsupervised Machine Learning for Managing Safety Accidents in Railway Stations.
IEEE Access
Hamad Alawad, Sakdirat Kaewunruen
2022 J jnl
A hierarchical Bayesian-based model for hazard analysis of climate effect on failures of railway turnout components.
Reliab. Eng. Syst. Saf.
Serdar Dindar, Sakdirat Kaewunruen, Min An
2022 J jnl
Evaluation of Railway Passenger Comfort With Machine Learning.
IEEE Access
Junhui Huang, Sakdirat Kaewunruen
2022 J jnl
Quantification of Dynamic Track Stiffness Using Machine Learning.
IEEE Access
Junhui Huang, Xiaojie Yin, Sakdirat Kaewunruen
2021 J jnl
Benchmarking on railway safety performance using Bayesian inference, decision tree and petri-net techniques based on long-term accidental data sets.
Reliab. Eng. Syst. Saf.
Panrawee Rungskunroch, Anson Jack, Sakdirat Kaewunruen
2021 J jnl
Human Activity Vibrations.
Data
Sakdirat Kaewunruen, Jessada Sresakoolchai, Junhui Huang, Satoru Harada, Wisinee Wisetjindawat
2021 J jnl
Integration of Building Information Modeling and Machine Learning for Railway Defect Localization.
IEEE Access
Jessada Sresakoolchai, Sakdirat Kaewunruen
2020 J jnl
A Deep Learning Approach Towards Railway Safety Risk Assessment.
IEEE Access
Hamad Alawad, Sakdirat Kaewunruen, Min An
2020 J jnl
Bayesian network-based human error reliability assessment of derailments.
Reliab. Eng. Syst. Saf.
Serdar Dindar, Sakdirat Kaewunruen, Min An
2020 J jnl
Learning From Accidents: Machine Learning for Safety at Railway Stations.
IEEE Access
Hamad Alawad, Sakdirat Kaewunruen, Min An
2019 J jnl
A Novel Separation Technique of Flexural Loading-Induced Acoustic Emission Sources in Railway Prestressed Concrete Sleepers.
IEEE Access
Rims Janeliukstis, Sakdirat Kaewunruen