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Dachuan Shi
Dachuan Shi
Verified email at ipa.fraunhofer.de
Title
Cited by
Cited by
Year
Wheel flat can cause or exacerbate wheel polygonization
Y Ye, D Shi, P Krause, Q Tian, M Hecht
Vehicle System Dynamics, 2019
732019
Optimizing wheel profiles and suspensions for railway vehicles operating on specific lines to reduce wheel wear: a case study
Y Ye, Y Sun, S Dongfang, D Shi, M Hecht
Multibody system dynamics 51, 91-122, 2021
402021
MBSNet: A deep learning model for multibody dynamics simulation and its application to a vehicle-track system
Y Ye, P Huang, Y Sun, D Shi
Mechanical Systems and Signal Processing 157, 107716, 2021
372021
A wheel wear prediction model of non-Hertzian wheel-rail contact considering wheelset yaw: comparison between simulated and field test results
Y Ye, Y Sun, D Shi, B Peng, M Hecht
Wear 474, 203715, 2021
352021
A data-driven method for estimating wheel flat length
Y Ye, D Shi, P Krause, M Hecht
Vehicle System Dynamics, 2019
342019
Designing a lightweight 1D convolutional neural network with Bayesian optimization for wheel flat detection using carbody accelerations
D Shi, Y Ye, M Gillwald, M Hecht
International Journal of Rail Transportation 9 (4), 311-341, 2021
322021
Rotary-scaling fine-tuning (RSFT) method for optimizing railway wheel profiles and its application to a locomotive
Y Ye, Y Qi, D Shi, Y Sun, Y Zhou, M Hecht
Railway Engineering Science 28, 160-183, 2020
312020
Deep learning based virtual point tracking for real-time target-less dynamic displacement measurement in railway applications
D Shi, E Šabanovič, L Rizzetto, V Skrickij, R Oliverio, N Kaviani, Y Ye, ...
Mechanical Systems and Signal Processing 166, 108482, 2022
242022
Robustness enhancement of machine fault diagnostic models for railway applications through data augmentation
D Shi, Y Ye, M Gillwald, M Hecht
Mechanical Systems and Signal Processing 164, 108217, 2022
232022
Visual measurement system for wheel–rail lateral position evaluation
V Skrickij, E Šabanovič, D Shi, S Ricci, L Rizzetto, G Bureika
Sensors 21 (4), 1297, 2021
182021
Quantification of the influence of rolling stock failures on track deterioration
Y Ye, D Shi, S Poveda-Reyes, M Hecht
Journal of Zhejiang University-SCIENCE A 21 (10), 783-798, 2020
142020
Risk evaluation of failures of the running gear with effects on rail infrastructure
S Poveda-Reyes, L Rizzetto, C Triti, D Shi, E García-Jiménez, GD Molero, ...
Engineering Failure Analysis 128, 105613, 2021
112021
Innovative Monitoring and Predictive Maintenance Solutions on Lightweight Wagon
C Ulianov, P Hyde, P Voltr, MMP INE, DV PER, S Bruni, A Polenghi, ...
England, 2020
32020
Asset Adminstration Shell-based Flexible Manufacturing System
Z Fan, D Shi, O Meyer, J Seidelmann, H Wang
2023 IEEE 6th International Conference on Industrial Cyber-Physical Systems …, 2023
2023
Computer vision for hunting stability inspection of high-speed trains
JZ Yunguang Ye, Hao Gao, Caihong Huang, Haoqian Li, Dachuan Shi, Huanyun Dai ...
Measurement, 2023
2023
Empirical Study on Robustness of Machine Learning Approaches for Fault Diagnosis under Railway Operational Conditions
D Shi, Y Ye, M Gillwald, M Hecht
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
2020
Innovative monitoring and predictive maintenance solutions on lightweight wagon
D Shi, L Cheng, R Marin-Perianu, M Marin
2016
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Articles 1–17