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Journal Articles
- 2024
[j60]Kaiyu Zhang, Jinglong Chen
, Chi-Guhn Lee, Shuilong He:
An unsupervised spatiotemporal fusion network augmented with random mask and time-relative information modulation for anomaly detection of machines with multiple measuring points. Expert Syst. Appl. 237(Part B): 121506 (2024)- [j59]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) - [j58]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) - [j57]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) - [j56]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) - [j55]Zhuohang Chen, Shen Liu, Chao Li, Yuanhong Chang, Jinglong Chen, Gaoshan Feng, Shuilong He:
Enhancing equipment safeguarding in IIoT: A self-supervised fault diagnosis paradigm based on asymmetric graph autoencoder. Knowl. Based Syst. 296: 111922 (2024) - [j54]Xinwei Zhang, Yong Feng, Jinglong Chen, Zijun Liu, Jun Wang, Hong Huang:
Knowledge distillation-optimized two-stage anomaly detection for liquid rocket engine with missing multimodal data. Reliab. Eng. Syst. Saf. 241: 109676 (2024) - [j53]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) - [j52]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) - [j51]Wenqing Wan, Jinglong Chen, Zitong Zhou, Zhen Shi:
Self-Supervised Simple Siamese Framework for Fault Diagnosis of Rotating Machinery With Unlabeled Samples. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6380-6392 (2024) - [j50]Zhen Shi, Jinglong Chen, Yanyang Zi, Zhenyi Chen:
DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11276-11290 (2024) - 2023
- [j49]Yong Feng, Jinglong Chen, Shuilong He, Enyong Xu:
ABC: Aligning binary centers for single-stage monocular 3D object detection. Image Vis. Comput. 136: 104741 (2023) - [j48]Weicheng Wang, Chao Li, Aimin Li, Fudong Li, Jinglong Chen, Tianci Zhang:
One-stage self-supervised momentum contrastive learning network for open-set cross-domain fault diagnosis. Knowl. Based Syst. 275: 110692 (2023) - [j47]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) - [j46]Weicheng Wang, Jinglong Chen, Tianci Zhang, Zijun Liu, Jun Wang, Xinwei Zhang, Shuilong He:
An asymmetrical graph Siamese network for one-classanomaly detection of engine equipment with multi-source fusion. Reliab. Eng. Syst. Saf. 235: 109258 (2023) - [j45]Haodong Yan, Fudong Li, Jinglong Chen, Zijun Liu, Jun Wang, Yong Feng, Xinwei Zhang:
A graph embedded in graph framework with dual-sequence input for efficient anomaly detection of complex equipment under insufficient samples. Reliab. Eng. Syst. Saf. 238: 109418 (2023) - [j44]Tianci Zhang, Jinglong Chen, Shen Liu, Zheng Liu:
Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Ind. Informatics 19(10): 10277-10287 (2023) - [j43]Qianwen Cui, Liangyu Zhu, Huanqin Feng, Shuilong He, Jinglong Chen:
Intelligent Fault Quantitative Identification via the Improved Deep Deterministic Policy Gradient (DDPG) Algorithm Accompanied With Imbalanced Sample. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j42]Haixin Lv, Jinglong Chen, Shuilong He, Zitong Zhou:
A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j41]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) - [j40]Yong Feng, Zijun Liu, Jinglong Chen, Haixin Lv, Jun Wang, Xinwei Zhang:
Unsupervised Multimodal Anomaly Detection With Missing Sources for Liquid Rocket Engine. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9966-9980 (2023) - 2022
- [j39]Rujie Hou, Jinglong Chen, Shuilong He, Fudong Li, Zitong Zhou:
Prototype augmented network with metric-mixed under limited samples for mechanical intelligent fault recognition. Appl. Soft Comput. 130: 109709 (2022) - [j38]Yong Feng, Zijun Liu, Jinglong Chen, Haixin Lv, Jun Wang, Junshe Yuan:
Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion. IEEE Internet Things J. 9(4): 3135-3149 (2022) - [j37]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) - [j36]Yong Feng, Jinglong Chen, Zijun Liu, Haixin Lv, Jun Wang:
Full Graph Autoencoder for One-Class Group Anomaly Detection of IIoT System. IEEE Internet Things J. 9(21): 21886-21898 (2022) - [j35]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) - [j34]Kaiyu Zhang, Qiang Chen, Jinglong Chen, Shuilong He, Fudong Li, Zitong Zhou:
A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample. Knowl. Based Syst. 239: 107980 (2022) - [j33]Yuanhong Chang, Jinglong Chen, Qiang Chen, Shen Liu, Zitong Zhou:
CFs-focused intelligent diagnosis scheme via alternative kernels networks with soft squeeze-and-excitation attention for fast-precise fault detection under slow & sharp speed variations. Knowl. Based Syst. 239: 108026 (2022) - [j32]Yuanhong Chang, Jinglong Chen, Yulang Liu, Enyong Xu, Shuilong He:
Temporal convolution-based sorting feature repeat-explore network combining with multi-band information for remaining useful life estimation of equipment. Knowl. Based Syst. 249: 108958 (2022) - [j31]Xuan Liu, Jinglong Chen, Kaiyu Zhang, Shen Liu, Shuilong He, Zitong Zhou:
Cross-domain intelligent bearing fault diagnosis under class imbalanced samples via transfer residual network augmented with explicit weight self-assignment strategy based on meta data. Knowl. Based Syst. 251: 109272 (2022) - [j30]Zhuohang Chen, Jinglong Chen, Zongliang Xie, Enyong Xu, Yong Feng, Shen Liu:
Multi-expert Attention Network with Unsupervised Aggregation for long-tailed fault diagnosis under speed variation. Knowl. Based Syst. 252: 109393 (2022) - [j29]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) - [j28]Zhuohang Chen, Jinglong Chen, Yong Feng, Shen Liu, Tianci Zhang, Kaiyu Zhang, Wenrong Xiao:
Imbalance fault diagnosis under long-tailed distribution: Challenges, solutions and prospects. Knowl. Based Syst. 258: 110008 (2022) - [j27]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) - [j26]Yuanhong Chang, Fudong Li, Jinglong Chen, Yulang Liu, Zipeng Li:
Efficient temporal flow Transformer accompanied with multi-head probsparse self-attention mechanism for remaining useful life prognostics. Reliab. Eng. Syst. Saf. 226: 108701 (2022) - [j25]Fudong Li, Jinglong Chen, Zijun Liu, Haixin Lv, Jun Wang, Junshe Yuan, Wenrong Xiao:
A soft-target difference scaling network via relational knowledge distillation for fault detection of liquid rocket engine under multi-source trouble-free samples. Reliab. Eng. Syst. Saf. 228: 108759 (2022) - [j24]Tianci Zhang, Jinglong Chen, Shuilong He, Zitong Zhou:
Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines. IEEE Trans. Ind. Electron. 69(10): 10573-10584 (2022) - [j23]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) - [j22]Feng Liu, Zhousuo Zhang, Xu Chen, Yong Feng, Jinglong Chen:
A Novel Multisensor Orthogonal Attention Fusion Network for Multibolt Looseness State Recognition Under Small Sample. IEEE Trans. Instrum. Meas. 71: 1-17 (2022) - [j21]Zhen Shi, Shuilong He, Jinglong Chen, Yanyang Zi:
A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds. IEEE Trans. Instrum. Meas. 71: 1-15 (2022) - [j20]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
- [j19]Yong Feng, Jinglong Chen, Zhuozheng Yang, Xiaogang Song, Yuanhong Chang, Shuilong He, Enyong Xu, Zitong Zhou:
Similarity-based meta-learning network with adversarial domain adaptation for cross-domain fault identification. Knowl. Based Syst. 217: 106829 (2021) - [j18]Shen Liu, Jinglong Chen, Shuilong He, Enyong Xu, Haixin Lv, Zitong Zhou:
Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning. Knowl. Based Syst. 232: 107488 (2021) - [j17]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) - [j16]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) - [j15]Fudong Li, Jinglong Chen, Shuilong He, Zitong Zhou:
Layer Regeneration Network With Parameter Transfer and Knowledge Distillation for Intelligent Fault Diagnosis of Bearing Using Class Unbalanced Sample. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j14]Haixin Lv, Jinglong Chen, Jun Wang, Junshe Yuan, Zijun Liu:
A Supervised Framework for Recognition of Liquid Rocket Engine Health State Under Steady-State Process Without Fault Samples. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j13]Zhen Shi, Jinglong Chen, Yanyang Zi, Zitong Zhou:
A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j12]Wenqing Wan, Shuilong He, Jinglong Chen, Aimin Li, Yong Feng:
QSCGAN: An Un-Supervised Quick Self-Attention Convolutional GAN for LRE Bearing Fault Diagnosis Under Limited Label-Lacked Data. IEEE Trans. Instrum. Meas. 70: 1-16 (2021) - [j11]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
- [j10]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) - [j9]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) - [j8]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
- [j7]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) - [j6]Jinglong Chen, Hongjie Jing, Yuanhong Chang, Qian Liu:
Gated recurrent unit based recurrent neural network for remaining useful life prediction of nonlinear deterioration process. Reliab. Eng. Syst. Saf. 185: 372-382 (2019) - [j5]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) - 2018
- [j4]Jun Pan, Yanyang Zi, Jinglong Chen, Zitong Zhou, Biao Wang:
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. IEEE Trans. Ind. Electron. 65(6): 4973-4982 (2018) - 2017
- [j3]Gaige Chen, Jinglong Chen, Yanyang Zi, Huihui Miao:
Hyper-parameter optimization based nonlinear multistate deterioration modeling for deterioration level assessment and remaining useful life prognostics. Reliab. Eng. Syst. Saf. 167: 517-526 (2017) - 2016
- [j2]Jinglong Chen, Hailiang Sun, Shuai Wang, Zhengjia He:
Quantitative Index and Abnormal Alarm Strategy Using Sensor-Dependent Vibration Data for Blade Crack Identification in Centrifugal Booster Fans. Sensors 16(5): 632 (2016) - 2015
- [j1]Jinglong Chen, Yu Wang, Zhengjia He, Xiaodong Wang:
Fault Diagnosis of Demountable Disk-Drum Aero-Engine Rotor Using Customized Multiwavelet Method. Sensors 15(10): 26997-27020 (2015)
Conference and Workshop Papers
- 2021
- [c8]Minghao Yang, Xukang Zhou, Yangchang Sun, Jinglong Chen, Baohua Qiang:
Drawing Order Recovery from Trajectory Components. ICASSP 2021: 2210-2214 - 2020
- [c7]Haixin Lv, Jinglong Chen, Tongyang Pan:
Sequence Adaptation Adversarial Network for Remaining Useful Life Prediction Using Small Data Set. INDIN 2020: 115-118 - [c6]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
- [c5]Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He:
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. INDIN 2019: 1275-1278 - 2017
- [c4]Rui Zhang, Jinglong Chen, Xianjun Chen, Yongsong Zhan:
Design and implementation of data communication module based on plugin mode in configuration software. ICAIT 2017: 127-131 - 2016
- [c3]Zipeng Li, Jinglong Chen, Yangyang Zi, Jun Pan, Yu Wang:
Improved VMD for feature visualization to identify wheel set bearing fault of high speed locomotive. I2MTC 2016: 1-5 - [c2]Ang Yang, Yu Wang, Yanyang Zi, Jinglong Chen, Jun Pan, Yunsheng Liu:
Fault diagnosis from visualization perspective using stream statistics. I2MTC 2016: 1-6 - [c1]Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen:
Multi-domain description method for bearing fault recognition in varying speed condition. IECON 2016: 423-428
Coauthor Index
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last updated on 2024-10-07 21:18 CEST by the dblp team
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