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Journal Articles
- 2024
[j20]Tongyang Pan
, Jinglong Chen, Zijun Liu:
A meta-weighted network equipped with uncertainty estimations for remaining useful life prediction of turbopump bearings. Expert Syst. Appl. 252: 124161 (2024)- [j19]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) - [j18]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) - [j17]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) - [j16]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
- [j15]Yulang Liu, Jinglong Chen, Tiantian Wang, Aimin Li, Tongyang Pan:
A variational transformer for predicting turbopump bearing condition under diverse degradation processes. Reliab. Eng. Syst. Saf. 232: 109074 (2023) - [j14]Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou:
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift. IEEE Trans. Neural Networks Learn. Syst. 34(6): 3082-3096 (2023) - 2022
- [j13]Yuanhong Chang, Jinglong Chen, Wenyang Wu, Tongyang Pan, Zitong Zhou, Shuilong He:
Intelligent Fault Quantitative Identification for Industrial Internet of Things (IIoT) via a Novel Deep Dual Reinforcement Learning Model Accompanied With Insufficient Samples. IEEE Internet Things J. 9(20): 19811-19822 (2022) - [j12]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) - [j11]Tongyang Pan, Jinglong Chen, Zhisheng Ye, Aimin Li:
A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines. Reliab. Eng. Syst. Saf. 225: 108610 (2022) - [j10]Yuanhong Chang, Jinglong Chen, Shuilong He, Tongyang Pan:
Similarity Metric-Based Metalearning Network Combining Prior Metatraining Strategy for Intelligent Fault Detection Under Small Samples Prerequisite. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - [j9]Tianci Zhang, Shuilong He, Jinglong Chen, Tongyang Pan, Zitong Zhou:
Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - 2021
- [j8]Tianci Zhang, Jinglong Chen, Fudong Li, Tongyang Pan, Shuilong He:
A Small Sample Focused Intelligent Fault Diagnosis Scheme of Machines via Multimodules Learning With Gradient Penalized Generative Adversarial Networks. IEEE Trans. Ind. Electron. 68(10): 10130-10141 (2021) - [j7]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) - [j6]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
- [j5]Haixin Lv, Jinglong Chen, Tongyang Pan, Zitong Zhou:
Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis. Appl. Soft Comput. 95: 106577 (2020) - [j4]Qinyuan Luo, Yuanhong Chang, Jinglong Chen, Hongjie Jing, Haixin Lv, Tongyang Pan:
Multiple degradation mode analysis via gated recurrent unit mode recognizer and life predictors for complex equipment. Comput. Ind. 123: 103332 (2020) - [j3]Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou:
A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. IEEE Trans. Instrum. Meas. 69(7): 4852-4862 (2020) - 2019
- [j2]Gen Ping, Jinglong Chen, Tongyang Pan, Jun Pan:
Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder. Comput. Ind. 109: 72-82 (2019) - [j1]Tongyang Pan, Jinglong Chen, Zitong Zhou, Changlei Wang, Shuilong He:
A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection. IEEE Trans. Ind. Informatics 15(9): 5119-5128 (2019)
Conference and Workshop Papers
- 2020
- [c3]Haixin Lv, Jinglong Chen, Tongyang Pan:
Sequence Adaptation Adversarial Network for Remaining Useful Life Prediction Using Small Data Set. INDIN 2020: 115-118 - [c2]Tianci Zhang, Jinglong Chen, Tongyang Pan, Zitong Zhou:
Towards Intelligent Fault Diagnosis under Small Sample Condition via A Signals Augmented Semi-supervised Learning Framework. INDIN 2020: 669-672 - 2019
- [c1]Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He:
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. INDIN 2019: 1275-1278
Coauthor Index
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