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2020 – today
- 2024
[j26]Qinyuan Luo
, Jinglong Chen, Yanyang Zi, Jingsong Xie:
A synchronization-induced cross-modal contrastive learning strategy for fault diagnosis of electromechanical systems under semi-supervised learning with current signal. Expert Syst. Appl. 249: 123801 (2024)- [j25]Shen Liu, Jinglong Chen, Yong Feng, Zongliang Xie, Tongyang Pan, Jingsong Xie:
Generative artificial intelligence and data augmentation for prognostic and health management: Taxonomy, progress, and prospects. Expert Syst. Appl. 255: 124511 (2024) - [j24]Yuanhong Chang, Jinglong Chen, Rong Su, Jingsong Xie, Aimin Li:
Two-Phase Dual-Adversarial Agents With Multivariate Information for Unsupervised Anomaly Detection of IIoT-Edge Devices. IEEE Internet Things J. 11(13): 23577-23591 (2024) - [j23]Zhibin Guo, Tiantian Wang, Jingsong Xie, Jinsong Yang, Qunli Peng:
A Deep Transfer Learning-Based Open Scenario Diagnostic Framework for Rail Damage Using Ultrasound Guided Waves. IEEE Trans. Instrum. Meas. 73: 1-17 (2024) - [j22]Yuyan Li, Shangjun Wang, Jingsong Xie, Tiantian Wang, Jinsong Yang, Tongyang Pan, Buyao Yang:
A Lightweight Dual-Compression Fault Diagnosis Framework for High-Speed Train Bogie Bearing. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j21]Jingsong Xie, Shangjun Wang, Yuyan Li, Tiantian Wang, Jinsong Yang, Tongyang Pan:
A Simulated-to-Real Transfer Fault Diagnosis Method Based on Prototype Clustering Subdomain Adversarial Adaptation Network for HST Bogie Bearing. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j20]Wenqing Wan, Jinglong Chen, Jingsong Xie:
Graph-Based Model Compression for HSR Bogies Fault Diagnosis at IoT Edge via Adversarial Knowledge Distillation. IEEE Trans. Intell. Transp. Syst. 25(2): 1787-1796 (2024) - [j19]Yong Feng, Jinglong Chen, Zongliang Xie, Jingsong Xie, Tongyang Pan, Chao Li, Qing Zhao:
Integrating Misidentification and OOD Detection for Reliable Fault Diagnosis of High-Speed Train Bogie. IEEE Trans. Intell. Transp. Syst. 25(9): 11935-11945 (2024) - 2023
- [j18]Jie Liu, Zian Yang, Jingsong Xie, Ruijie Wang, Shanhui Liu, Darun Xi:
A Feature Fusion-Based Method for Remaining Useful Life Prediction of Rolling Bearings. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j17]Buyao Yang, Tiantian Wang, Jingsong Xie, Jinsong Yang:
Deep Adversarial Hybrid Domain-Adaptation Network for Varying Working Conditions Fault Diagnosis of High-Speed Train Bogie. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [j16]Yan Zhu, Xifeng Liang, Tiantian Wang, Jingsong Xie, Jinsong Yang:
Multi-Information Fusion Fault Diagnosis of Bogie Bearing Under Small Samples via Unsupervised Representation Alignment Deep Q-Learning. IEEE Trans. Instrum. Meas. 72: 1-15 (2023) - [c1]Yuyan Li, Jingsong Xie, Tiantian Wang, Jinsong Yang, Buyao Yang:
Multi-Feature Fusion and Reinforcement Model for High-Speed Train Axle Box Bearing Fault Diagnosis Under Variable Speed Domain. NCAA (2) 2023: 303-317 - 2022
- [j15]Yong Feng, Jinglong Chen, Jingsong Xie, Tianci Zhang, Haixin Lv, Tongyang Pan:
Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects. Knowl. Based Syst. 235: 107646 (2022) - [j14]Yaqi Duan, Jinglong Chen, Tianci Zhang, Shuilong He, Yong Feng, Jingsong Xie, Wenrong Xiao:
High-temperature augmented neighborhood metric learning for cross-domain fault diagnosis with imbalanced data. Knowl. Based Syst. 257: 109930 (2022) - [j13]Jinsong Yang, Yizhen Peng, Jingsong Xie, Pengxi Wang:
Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification. Sensors 22(12): 4549 (2022) - [j12]Jingsong Xie, Yujie Xie, Tiantian Wang, Yougang Xiao:
An Outlier Cleaning Based Adaptive Recognition Method for Degradation Stage of Bearings. Sensors 22(17): 6480 (2022) - [j11]Lei Xu, Tiantian Wang, Jingsong Xie, Jinsong Yang, Guangjun Gao:
A Mechanism-Based Automatic Fault Diagnosis Method for Gearboxes. Sensors 22(23): 9150 (2022) - [j10]Jingsong Xie, Wenxiang Ding, Wen Zou, Tiantian Wang, Jinsong Yang:
Defect Detection inside a Rail Head by Ultrasonic Guided Waves. Symmetry 14(12): 2566 (2022) - [j9]Yan Zhu, Xifeng Liang, Tiantian Wang, Jingsong Xie, Jinsong Yang:
Depth Prototype Clustering Method Based on Unsupervised Field Alignment for Bearing Fault Identification of Mechanical Equipment. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - 2021
- [j8]Tongyang Pan, Jinglong Chen, Jingsong Xie, Zitong Zhou, Shuilong He:
Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance. IEEE Trans. Ind. Informatics 17(9): 6282-6293 (2021) - [j7]Jingsong Xie, Zhaoyang Li, Zitong Zhou, Scarlett Liu:
A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - [j6]Jinsong Yang, Jie Liu, Jingsong Xie, Changda Wang, Tianqi Ding:
Conditional GAN and 2-D CNN for Bearing Fault Diagnosis With Small Samples. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j5]Tianci Zhang, Jinglong Chen, Jingsong Xie, Tongyang Pan:
SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - 2020
- [j4]Jie Liu, Jingsong Xie, Bing Li, Bingbing Hu:
Regularized Cubic B-Spline Collocation Method With Modified L-Curve Criterion for Impact Force Identification. IEEE Access 8: 36337-36349 (2020) - [j3]Yizhen Peng, Yu Wang, Jingsong Xie, Yanyang Zi:
Adaptive stochastic-filter-based failure prediction model for complex repairable systems under uncertainty conditions. Reliab. Eng. Syst. Saf. 204: 107190 (2020)
2000 – 2009
- 2004
- [j2]Jingsong Xie, Michael G. Pecht:
Contact discontinuity modeling of electromechanical switches. IEEE Trans. Reliab. 53(2): 279-283 (2004) - 2001
- [j1]Jingsong Xie, Michael G. Pecht, David DeDonato, Ali Hassanzadeh:
An investigation of the mechanical behavior of conductive elastomer interconnects. Microelectron. Reliab. 41(2): 281-286 (2001)
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