Jinglong Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 66

Top Topics

Fault Diagnosis

Domain Adaptation

Top Venues

IEEE Trans. Instrum. Meas.

Knowl. Based Syst.

Reliab. Eng. Syst. Saf.

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2024)
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 (2024)
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)
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) (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)
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 (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)
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) (2024)
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 (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)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2023)
Yong Feng, Jinglong Chen, Shuilong He, Enyong Xu
ABC: Aligning binary centers for single-stage monocular 3D object detection. Image Vis. Comput. 136 (2023)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
Yuanhong Chang, Fudong Li, Jinglong Chen, Yulang Liu, Zipeng Li
self-attention mechanism for remaining useful life prognostics. Reliab. Eng. Syst. Saf. 226 (2022)
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 (2022)
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) (2022)
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 (2022)
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)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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) (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)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2021)
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) (2021)
Minghao Yang, Xukang Zhou, Yangchang Sun, Jinglong Chen, Baohua Qiang
Drawing Order Recovery from Trajectory Components. ICASSP (2021)
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 (2021)
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 (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)
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 (2021)
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 (2021)
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 (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)
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 (2020)
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) (2020)
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 (2020)
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)
Haixin Lv, Jinglong Chen, Tongyang Pan
Sequence Adaptation Adversarial Network for Remaining Useful Life Prediction Using Small Data Set. INDIN (2020)
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) (2019)
Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. INDIN (2019)
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 (2019)
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 (2019)
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) (2018)
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 (2017)
Rui Zhang, Jinglong Chen, Xianjun Chen, Yongsong Zhan
Design and implementation of data communication module based on plugin mode in configuration software. ICAIT (2017)
Ang Yang, Yu Wang, Yanyang Zi, Jinglong Chen, Jun Pan, Yunsheng Liu
Fault diagnosis from visualization perspective using stream statistics. I2MTC (2016)
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)
Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen
Multi-domain description method for bearing fault recognition in varying speed condition. IECON (2016)
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) (2016)
Jinglong Chen, Yu Wang, Zhengjia He, Xiaodong Wang
Fault Diagnosis of Demountable Disk-Drum Aero-Engine Rotor Using Customized Multiwavelet Method. Sensors 15 (10) (2015)