Robustness enhancement of machine fault diagnostic models for railway applications through data augmentation
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Author(s):
Dachuan Shi, Yunguang Ye, Marco Gillwald, Markus Hecht
Published in:
Mechanical Systems and Signal Processing (MSSP), 2022, ISSN 0888-3270
Publisher:
Academic Press
DOI:
10.1016/j.ymssp.2021.108217
"Visual Measurement System for Wheel–Rail Lateral Position Evaluation"""
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Author(s):
Viktor Skrickij , Eldar Šabanovič , Dachuan Shi , Stefano Ricci , Luca Rizzetto Gintautas Bureika
Published in:
Sensors, 2021, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s21041297
Deep learning based virtual point tracking for real-time target-less dynamic displacement measurement in railway applications
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Author(s):
Dachuan Shi, Eldar Šabanovič, Luca Rizzetto, Viktor Skrickij, Robert Oliverio, Nadia Kaviani, Yunguang Yea,Gintautas Bureika, Stefano Ricci, Markus Hecht
Published in:
Journal Mechanical Systems and Signal Processing, 2021, ISSN 0888-3270
Publisher:
Academic Press
DOI:
10.1016/j.ymssp.2021.108482
Risk evaluation of failures of the running gear with effects on rail infrastructure
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Author(s):
Sara Poveda-Reyes, Luca Rizzetto, Chiara Triti, Dachuan Shi, Elena García-Jiménez, Gemma D.Moleroa Francisco E.Santarremigia
Published in:
Engineering Failure Analysis Volume 128, October 2021, 105613, 2021, ISSN 1350-6307
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.engfailanal.2021.105613
Quantification of the influence of rolling stock failures on track deterioration
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Author(s):
Dachuan Shi, Sara Poveda-Reyes, Markus Hecht, Yunguang Ye 叶运广
Published in:
Journal of Zhejiang University - Science A: Applied Physics & Engineering, 2020, ISSN 1673-565X
Publisher:
Zhejiang University Press
DOI:
10.1631/jzus.a2000033