Shiqian Chen - Publications, H-index & Citations | Canyam

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Shiqian Chen

southwest jiaotong university

28H-index

84Paper Count

2.8KCitation Count

Published Papers 54

Publication Date

Shuffle attention-driven multi-sensor information fusion network for simultaneous identification of multiple coupler forces in heavy-haul locomotives

Mechanical Systems and Signal Processing

IF8.9

2026-08-31

0

PREAI

Maoyong Dong; Shiqian Chen; Hongpeng Li; Kaiyun Wang; Wanming Zhai

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Deep learning–driven multi–objective optimization for improving the heavy–haul coupler stability

Vehicle System Dynamics

IF3.9

2026-08-03

0

PREAI

Zhao Yang; Shiqian Chen; Xiangrui Ran; Kaiyun Wang; Wanming Zhai

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A Deep Learning-Based Surrogate Method for Cumulative Fatigue Damage Estimation of Heavy-Haul Locomotive Couplers

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-07-13

0

PREAI

Zijian Song; Shiqian Chen; Maoyong Dong; Kaiyun Wang; Wanming Zhai

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Coupler yaw angle identification of heavy-haul locomotives: A multi-scale feature fusion-based method

Engineering Applications of Artificial Intelligence

IF8

2025-12-11

0

PREAI

Ruihan Xie; Shiqian Chen; Peize Song; Letian Li; Kaiyun Wang; Wanming Zhai

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Liquid-Locked Bassanites for Scalable Fabrication of High-Temperature Micro-Supercapacitors Working at 300 °C

Advanced Functional Materials

IF19

2025-07-11

0

OAAI

Shiqian Chen; Zheng Li; Komal Gola; Gui Li; Ruiqi Chen; Jinhua Sun; Alexandr Talyzin; Jiantong Li

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Adaptive generalized dispersive mode decomposition: A data-driven approach for nonlinear dispersive component extraction in mechanical systems

Journal of Sound and Vibration

IF4.9

2025-07-09

0

PREAI

Hongbing Wang; Shiqian Chen; Wanming Zhai

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A novel vision-based dynamic identification method for coupler yaw angle of heavy-haul train through Separated Attention and Track Enhancement network

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-05-01

0

PREAI

Li, Letian; Chen, Shiqian; Xie, Ruihan; Wang, Kaiyun; Zhai, Wanming

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Improved variational generalized nonlinear mode decomposition for separating crossed chirp modes and dispersive modes of non-stationary signals in mechanical systems

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-03-01

0

PREAI

Wang, Hongbing; Chen, Shiqian; Zhai, Wanming

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Digital twin modelling of heavy-haul train for longitudinal impulse simulation

VEHICLE SYSTEM DYNAMICS

IF3.9

2025-03-01

0

PREAI

Ran, Xiangrui; Chen, Shiqian; Hu, Xiaoyu; Xie, Bo; Wang, Kaiyun

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Extraction of instantaneous frequencies for signals with intersecting and intermittent trajectories

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-01-01

2

PREAI

Li, Yifan; Geng, Changqing; Yang, Yaocheng; Chen, Shiqian; Feng, Ke; Beer, Michael

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A nonlinear optimisation considering axle load transfer for enhancing adhesion utilisation of a locomotive with an oblique traction rod

VEHICLE SYSTEM DYNAMICS

IF3.9

2024-11-24

0

PREAI

Chen, Qinghua; Ge, Xin; Chen, Shiqian; Hu, Xiaoyu; Wang, Kaiyun

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3D Printing of Hierarchical Structures Made of Inorganic Silicon-Rich Glass Featuring Self-Forming Nanogratings

IF16

2024-10-09

0

OAAI

Huang, Po-Han; Chen, Shiqian; Hartwig, Oliver; Marschner, David E.; Duesberg, Georg S.; Stemme, Goran; Li, Jiantong; Gylfason, Kristinn B.; Niklaus, Frank

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Estimation of wheel-rail forces based on the STF-SCKF-NE algorithm

IF5.6

2024-08-01

3

PREAI

Chen, Qinghua; Gong, Jingchun; Ge, Xin; Chen, Shiqian; Wang, Kaiyun

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Ultrafast Metal-Free Microsupercapacitor Arrays Directly Store Instantaneous High-Voltage Electricity from Mechanical Energy Harvesters

ADVANCED SCIENCE

IF14.1

2024-03-19

1

OAAI

Chen, Shiqian; Li, Zheng; Huang, Po-Han; Ruiz, Virginia; Su, Yingchun; Fu, Yujie; Alesanco, Yolanda; Malm, B. Gunnar; Niklaus, Frank; Li, Jiantong

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A quantitative detection method for wheel polygonization of heavy-haul locomotives based on a hybrid deep learning model

IF5.6

2024-03-01

6

PREAI

Dong, Maoyong; Chen, Shiqian; Xie, Bo; Wang, Kaiyun; Zhai, Wanming

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Monolithic Fabrication of Metal-Free On-Paper Self-Charging Power Systems

ADVANCED FUNCTIONAL MATERIALS

IF19

2024-02-19

2

OAAI

Su, Yingchun; Xue, Han; Fu, Yujie; Chen, Shiqian; Li, Zheng; Li, Lengwan; Knoks, Ainars; Bogdanova, Olga; Lesnicenoks, Peteris; Palmbahs, Roberts; Laurila, Mika-Matti; Maentysalo, Matti; Hammar, Mattias; Hallen, Anders; Nordell, Nils; Li, Jiantong

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Dynamic identification of coupler yaw angle of heavy haul locomotive: An optimal multi-task ELM-based method

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-02-01

2

PREAI

Xie, Bo; Chen, Shiqian; Song, Peize; Ran, Xiangrui; Wang, Kaiyun

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Variational generalized nonlinear mode decomposition: Algorithm and applications

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-01-01

13

PREAI

Wang, Hongbing; Chen, Shiqian; Zhai, Wanming

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Unsupervised GAN With Fine-Tuning: A Novel Framework for Induction Motor Fault Diagnosis in Scarcely Labeled Sample Scenarios

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-01

0

PREAI

Chen, Xin; Chen, Zaigang; Chen, Shiqian; Wang, Liming; Zhai, Wanming

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Rotating machinery fault-induced vibration signal modulation effects: A review with mechanisms, extraction methods and applications for diagnosis

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-10-01

49

PREAI

Zhou, Peng; Chen, Shiqian; He, Qingbo; Wang, Dong; Peng, Zhike

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