Jingsong Xie

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 22

Top Topics

Transfer Learning

Fault Diagnosis

Clustering Method

Top Venues

IEEE Trans. Instrum. Meas.

Expert Syst. Appl.

Knowl. Based Syst.

Publications

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) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2023)
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)
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 (2023)
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 (2023)
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 (2022)
Jingsong Xie, Yujie Xie, Tiantian Wang, Yougang Xiao
An Outlier Cleaning Based Adaptive Recognition Method for Degradation Stage of Bearings. Sensors 22 (17) (2022)
Jinsong Yang, Yizhen Peng, Jingsong Xie, Pengxi Wang
Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification. Sensors 22 (12) (2022)
Lei Xu, Tiantian Wang, Jingsong Xie, Jinsong Yang, Guangjun Gao
A Mechanism-Based Automatic Fault Diagnosis Method for Gearboxes. Sensors 22 (23) (2022)
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 (2022)
Jingsong Xie, Wenxiang Ding, Wen Zou, Tiantian Wang, Jinsong Yang
Defect Detection inside a Rail Head by Ultrasonic Guided Waves. Symmetry 14 (12) (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2021)
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) (2021)
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 (2020)
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 (2020)
Jingsong Xie, Michael G. Pecht
Contact discontinuity modeling of electromechanical switches. IEEE Trans. Reliab. 53 (2) (2004)
Jingsong Xie, Michael G. Pecht, David DeDonato, Ali Hassanzadeh
An investigation of the mechanical behavior of conductive elastomer interconnects. Microelectron. Reliab. 41 (2) (2001)