Jinglong Chen

发表

Multifractal entropy based adaptive multiwavelet construction and its application for mechanical compound-fault diagnosis

Shuilong He, Jinglong Chen, Zitong Zhou, 2016 .

Mono-component feature extraction for mechanical fault diagnosis using modified empirical wavelet transform via data-driven adaptive Fourier spectrum segment

Jinglong Chen, Y. Zi, Zhengjia He, 2016 .

Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives

Shuilong He, Jinglong Chen, Tongyang Pan, 2021, ISA Transactions.

Construction of adaptive redundant multiwavelet packet and its application to compound faults detection of rotating machinery

Jinglong Chen, Y. Zi, Xiaodong Wang, 2012 .

Adaptive redundant multiwavelet denoising with improved neighboring coefficients for gearbox fault detection

Yanyang Zi, Zhengjia He, Jinglong Chen, 2013 .

An identification method for excitation location and its application in faults location

Jinglong Chen, Y. Zi, Jinsong Yang, 2022, Mechanical Systems and Signal Processing.

Wavelet Transform Based on Inner Product for Fault Diagnosis of Rotating Machinery

Shuilong He, Yanyang Zi, Jinglong Chen, 2017 .

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

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, Knowl. Based Syst..

Multi-expert Attention Network with Unsupervised Aggregation for long-tailed fault diagnosis under speed variation

Jinglong Chen, Zhuo Chen, Shen Liu, 2022, Knowl. Based Syst..

Attention Mechanism in Intelligent Fault Diagnosis of Machinery: A Review of Technique and Application

Jinglong Chen, Tongyang Pan, Tianci Zhang, 2022, Measurement.

A soft-target difference scaling network via relational knowledge distillation for fault detection of liquid rocket engine under multi-source trouble-free samples

Jinglong Chen, Wenrong Xiao, Haixin Lv, 2022, Reliab. Eng. Syst. Saf..

Memory-augmented skip-connected autoencoder for unsupervised anomaly detection of rocket engines with multi-source fusion.

Jinglong Chen, Haodong Yan, Yong Feng, 2022, ISA transactions.

A novel integration framework for degradation-state prediction via transformer model with autonomous optimizing mechanism

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, Journal of Manufacturing Systems.

Temporal convolution-based sorting feature repeat-explore network combining with multi-band information for remaining useful life estimation of equipment

Shuilong He, Jinglong Chen, Yulang Liu, 2022, Knowl. Based Syst..

Intelligent Fault Quantitative Identification for Industrial Internet of Things (IIoT) via a Novel Deep Dual Reinforcement Learning Model Accompanied With Insufficient Samples

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, IEEE Internet of Things Journal.

Imbalance fault diagnosis under long-tailed distribution: Challenges, solutions and prospects

Jinglong Chen, Wenrong Xiao, Zhuo Chen, 2022, Knowl. Based Syst..

Full Graph Autoencoder for One-Class Group Anomaly Detection of IIoT System

Jinglong Chen, Haixin Lv, Yong Feng, 2022, IEEE Internet of Things Journal.

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

Jinglong Chen, Zitong Zhou, Shen Liu, 2021, Knowl. Based Syst..

Retentive Multimodal Scale-Variable Anomaly Detection Framework with Limited Data Groups for Liquid Rocket Engine

Jinglong Chen, Yong Feng, Zijun Liu, 2022, Measurement.

A Novel Multisensor Orthogonal Attention Fusion Network for Multibolt Looseness State Recognition Under Small Sample

Jinglong Chen, Zhousuo Zhang, Yong Feng, 2022, IEEE Transactions on Instrumentation and Measurement.

Construction of adaptive redundant multiwavelet packet and its application to compound faults detection of rotating machinery

Jinglong Chen, Y. Zi, Xiaodong Wang, 2012, Science China Technological Sciences.

Prototype augmented network with metric-mixed under limited samples for mechanical intelligent fault recognition

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, Appl. Soft Comput..

A sensor-dependent vibration data driven fault identification method via autonomous variational mode decomposition for transmission system of shipborne antenna

Shuilong He, Yanyang Zi, Jinglong Chen, 2018, Sensors and Actuators A: Physical.

Specialization improved nonlocal means to detect periodic impulse feature for generator bearing fault identification

Chunlin Zhang, Zitong Zhou, Jinglong Chen, 2017 .

Independence-oriented VMD to identify fault feature for wheel set bearing fault diagnosis of high speed locomotive

Yanyang Zi, Jinglong Chen, Jun Pan, 2017 .

Data-driven mono-component feature identification via modified nonlocal means and MEWT for mechanical drivetrain fault diagnosis

Jing Yuan, Binqiang Chen, Yanyang Zi, 2016 .

Fault diagnosis in speed variation conditions via improved tacholess order tracking technique

Jie Wu, Yanyang Zi, Jinglong Chen, 2019, Measurement.

A modified tacho-less order tracking method for the surveillance and diagnosis of machine under sharp speed variation

Yanyang Zi, Jinglong Chen, Jie Wu, 2018, Mechanism and Machine Theory.

Multiwavelet transform and its applications in mechanical fault diagnosis – A review

Jing Yuan, Shuilong He, Yanyang Zi, 2014 .

Fault diagnosis from visualization perspective using stream statistics

Yanyang Zi, Jinglong Chen, Yu Wang, 2016, 2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings.

Virtual sensor-based imputed graph attention network for anomaly detection of equipment with incomplete data

Jinglong Chen, Haodong Yan, Yong Feng, 2022, Journal of Manufacturing Systems.

Support evidence statistics for operation reliability assessment using running state information and its application to rolling bearing

Wei Cheng, Yanyang Zi, Chenlu Zhao, 2015 .

Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift

Shuilong He, Jinglong Chen, Zitong Zhou, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Shuilong He, Yuanhong Chang, Zitong Zhou, 2021, Knowl. Based Syst..

SDA: Regularization with Cut-Flip and Mix-Normal for machinery fault diagnosis under small dataset.

Tongyang Pan, Jinglong Chen, Zitong Zhou, 2020, ISA transactions.

A Compact Convolutional Neural Network Augmented with Multiscale Feature Extraction of Acquired Monitoring Data for Mechanical Intelligent Fault Diagnosis

Zitong Zhou, Jinglong Chen, Tianci Zhang, 2020 .

Gated recurrent unit based recurrent neural network for remaining useful life prediction of nonlinear deterioration process

Qian Liu, Jinglong Chen, Hongjie Jing, 2019, Reliab. Eng. Syst. Saf..

Intelligent Fault Quantitative Identification via the Improved Deep Deterministic Policy Gradient (DDPG) Algorithm Accompanied With Imbalanced Sample

Shuilong He, Jinglong Chen, Qianwen Cui, 2023, IEEE Transactions on Instrumentation and Measurement.

Subspace Network with Shared Representation learning for intelligent fault diagnosis of machine under speed transient conditions with few samples.

Shuilong He, Jinglong Chen, Zitong Zhou, 2021, ISA transactions.

An energy time-convexity second-order synchrosqueezing transform and application in weak fault diagnosis of rolling bearings in an aerospace engine

Yanyang Zi, Ping Li, Jinglong Chen, 2020, Measurement Science and Technology.

Improved VMD for feature visualization to identify wheel set bearing fault of high speed locomotive

Jinglong Chen, Yu Wang, Jun Pan, 2016, 2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings.

A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection

Jun Pan, Tongyang Pan, Zitong Zhou, 2020, IEEE Transactions on Instrumentation and Measurement.

Intelligent fault diagnosis of machines with small & imbalanced data: A state-of-the-art review and possible extensions.

Shuilong He, Jinglong Chen, Tianci Zhang, 2021, ISA transactions.

Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review

Jing Yuan, Binqiang Chen, Yanyang Zi, 2016 .

Efficient temporal flow Transformer accompanied with multi-head probsparse self-attention mechanism for remaining useful life prognostics

Jinglong Chen, Yulang Liu, Fudong Li, 2022, Reliab. Eng. Syst. Saf..

Planetary gearbox condition monitoring of ship-based satellite communication antennas using ensemble multiwavelet analysis method

Xiaoyan Zhang, Zhe Yang, Shuilong He, 2015 .

Construction of customized redundant multiwavelet via increasing multiplicity for fault detection of rotating machinery

Ming J. Zuo, Yanyang Zi, Zhengjia He, 2014 .

Compound faults detection of rotating machinery using improved adaptive redundant lifting multiwavelet

Yanyang Zi, Zhengjia He, Jinglong Chen, 2013 .

Improved spectral kurtosis with adaptive redundant multiwavelet packet and its applications for rotating machinery fault detection

Jing Yuan, Yanyang Zi, Jinglong Chen, 2012 .

Mechanism explanation and experimental verification of a new modulation frequency characteristic in a disturbed crack rotor

Yanyang Zi, Wei Cheng, Jinglong Chen, 2018, Nonlinear Dynamics.

A New Concept of Instantaneous Whirling Speed for Cracked Rotor’s Axis Orbit

Yanyang Zi, Jinglong Chen, Jingsong Xie, 2019, Applied Sciences.

Rhombic micro-displacement amplifier for piezoelectric actuator and its linear and hybrid model

Chunlin Zhang, Yanyang Zi, Xinong Zhang, 2015 .

Intelligent fault identification for industrial automation system via multi-scale convolutional generative adversarial network with partially labeled samples.

Jinsong Xie, Tongyang Pan, Jinglong Chen, 2020, ISA transactions.

Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, IEEE Transactions on Industrial Electronics.

Differentiable neural architecture search augmented with pruning and multi-objective optimization for time-efficient intelligent fault diagnosis of machinery

Shuilong He, Zitong Zhou, Jinglong Chen, 2021 .

A Small Sample Focused Intelligent Fault Diagnosis Scheme of Machines via Multimodules Learning With Gradient Penalized Generative Adversarial Networks

Shuilong He, Tongyang Pan, Jinglong Chen, 2021, IEEE Transactions on Industrial Electronics.

Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance

Shuilong He, Tongyang Pan, Zitong Zhou, 2021, IEEE Transactions on Industrial Informatics.

A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection

Shuilong He, Jinglong Chen, Tongyang Pan, 2019, IEEE Transactions on Industrial Informatics.

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

Tongyang Pan, Jinglong Chen, Haixin Lv, 2021, Knowl. Based Syst..

End to end multi-task learning with attention for multi-objective fault diagnosis under small sample

Jinglong Chen, Zitong Zhou, Kaiyu Zhang, 2022, Journal of Manufacturing Systems.

A meta network pruning framework for remaining useful life prediction of rocket engine bearings with temporal distribution discrepancy

Jinglong Chen, Tongyang Pan, Fudong Li, 2023, Mechanical Systems and Signal Processing.

Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.

Shuilong He, Jinglong Chen, Zitong Zhou, 2021, ISA transactions.

Intelligent fault diagnosis of mechanical equipment under varying working condition via iterative matching network augmented with selective Signal reuse strategy

Shuilong He, Tongyang Pan, Zitong Zhou, 2020 .

Multiple degradation mode analysis via gated recurrent unit mode recognizer and life predictors for complex equipment

Tongyang Pan, Jinglong Chen, Yuanhong Chang, 2020, Comput. Ind..

A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines

Jinglong Chen, Tongyang Pan, Jinglong Chen, 2022, Reliab. Eng. Syst. Saf..

MIM-Graph: A multi-sensor network approach for fault diagnosis of HSR Bogie bearings at the IoT edge via mutual information maximization.

Jinglong Chen, Jingsong Xie, Wenqing Wan, 2023, ISA transactions.

Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis

Tongyang Pan, Zitong Zhou, Jinglong Chen, 2020, Appl. Soft Comput..

Incipient-signature identification of mechanical anomalies in a ship-borne satellite antenna system using an ensemble multiwavelet

Jing Yuan, Binqiang Chen, Shuilong He, 2014 .

Intelligent fault diagnosis of Wind Turbines via a Deep Learning Network Using Parallel Convolution Layers with Multi-Scale Kernels

Tongyang Pan, Yuanhong Chang, Jinglong Chen, 2020, Renewable Energy.

Hazard Analysis for Escalator Emergency Braking System via System Safety Analysis Method Based on STAMP

Yanyang Zi, Zitong Zhou, Jinglong Chen, 2019, Applied Sciences.

Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning

Zitong Zhou, Jinglong Chen, Haixin Lv, 2021, Knowl. Based Syst..

Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion

Jinglong Chen, Haixin Lv, Jun Wang, 2022, IEEE Internet of Things Journal.

SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition

Jinglong Chen, Tongyang Pan, Tianci Zhang, 2021, IEEE Transactions on Instrumentation and Measurement.

Imbalanced fault identification via embedding-augmented Gaussian prototype network with meta-learning perspective

Shuilong He, Jinglong Chen, Zitong Zhou, 2021, Measurement Science and Technology.

Triplet adversarial Learning-driven graph architecture search network augmented with Probsparse-attention mechanism for fault diagnosis under Few-shot & Domain-shift

Shuilong He, Jinglong Chen, Jinglong Chen, 2023, Mechanical Systems and Signal Processing.

A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation

Yanyang Zi, Zitong Zhou, Jinglong Chen, 2021, IEEE Transactions on Instrumentation and Measurement.

Generator bearing fault diagnosis for wind turbine via empirical wavelet transform using measured vibration signals

Yanyang Zi, Jinglong Chen, Xuefeng Chen, 2016 .

Heterogeneous bi-directional recurrent neural network combining fusion health indicator for predictive analytics of rotating machinery.

Jinglong Chen, Shen Liu, Haixin Lv, 2021, ISA transactions.

Cross-domain learning in rotating machinery fault diagnosis under various operating conditions based on parameter transfer

Tongyang Pan, Jinglong Chen, Fudong Li, 2020, Measurement Science and Technology.

Layer Regeneration Network With Parameter Transfer and Knowledge Distillation for Intelligent Fault Diagnosis of Bearing Using Class Unbalanced Sample

Zitong Zhou, Jinglong Chen, Fudong Li, 2021, IEEE Transactions on Instrumentation and Measurement.

Blade damage monitoring method base on frequency domain statistical index of shaft’s random vibration

Jinglong Chen, Y. Zi, Jie Liu, 2022 .

Undecimated Lifting Wavelet Packet Transform with Boundary Treatment for Machinery Incipient Fault Diagnosis

Jinglong Chen, Lixiang Duan, Laibin Zhang, 2016 .

Shuilong He, Jinglong Chen, Tongyang Pan, 2022, IEEE Transactions on Instrumentation and Measurement.

A Novel Fault Identification Method Using Modified Morphological Denoising via Structuring Element Optimization for Transmission Systems of Shipborne Antennas

Jinglong Chen, Shunli Duan, Kunde Yang, 2022, Journal of Marine Science and Engineering.

Intelligent fault diagnosis scheme via multi-module supervised-learning network with essential features capture-regulation strategy.

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, ISA transactions.

LOSGAN: latent optimized stable GAN for intelligent fault diagnosis with limited data in rotating machinery

Tongyang Pan, Jinglong Chen, Cheng Qu, 2020 .

QSCGAN: An Un-Supervised Quick Self-Attention Convolutional GAN for LRE Bearing Fault Diagnosis Under Limited Label-Lacked Data

Shuilong He, Jinglong Chen, Yong Feng, 2021, IEEE Transactions on Instrumentation and Measurement.

LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification

Biao Wang, Yanyang Zi, Jinglong Chen, 2018, IEEE Transactions on Industrial Electronics.

Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions

Jinglong Chen, Tianci Zhang, Shen Liu, 2023, IEEE Transactions on Industrial Informatics.

A visualized classification method via t-distributed stochastic neighbor embedding and various diagnostic parameters for planetary gearbox fault identification from raw mechanical data

Biao Wang, Jinglong Chen, Zitong Zhou, 2018, Sensors and Actuators A: Physical.

Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, IEEE Transactions on Instrumentation and Measurement.

A graph embedded in graph framework with dual-sequence input for efficient anomaly detection of complex equipment under insufficient samples

Jinglong Chen, Haodong Yan, Yong Feng, 2023, Reliab. Eng. Syst. Saf..

One-stage self-supervised momentum contrastive learning network for open-set cross-domain fault diagnosis

C. Li, Jinglong Chen, Tianci Zhang, 2023, Knowledge-Based Systems.

Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder

Jun Pan, Tongyang Pan, Jinglong Chen, 2019, Comput. Ind..

An asymmetrical graph Siamese network for one-classanomaly detection of engine equipment with multi-source fusion

Shuilong He, Jinglong Chen, Tianci Zhang, 2023, Reliab. Eng. Syst. Saf..

A Supervised Framework for Recognition of Liquid Rocket Engine Health State Under Steady-State Process Without Fault Samples

Jinglong Chen, Haixin Lv, Jun Wang, 2021, IEEE Transactions on Instrumentation and Measurement.

A multi-branch redundant adversarial net for intelligent fault diagnosis of multiple components under drastically variable speeds.

Jinglong Chen, Zitong Zhou, Y. Zi, 2022, ISA transactions.

ABC: Aligning binary centers for single-stage monocular 3D object detection

Shuilong He, Jinglong Chen, Enyong Xu, 2023, Image and Vision Computing.

Semi-supervised multi-scale attention-aware graph convolution network for intelligent fault diagnosis of machine under extremely-limited labeled samples

Shuilong He, Jinglong Chen, Zongliang Xie, 2022, Journal of Manufacturing Systems.

Triplet metric driven multi-head GNN augmented with decoupling adversarial learning for intelligent fault diagnosis of machines under varying working condition

Shuilong He, Jinglong Chen, Zitong Zhou, 2022, Journal of Manufacturing Systems.

A modified SOM method based on nonlinear neural weight updating for bearing fault identification in variable speed condition

Yanyang Zi, Zitong Zhou, Jinglong Chen, 2020 .

Multi-mode non-Gaussian variational autoencoder network with missing sources for anomaly detection of complex electromechanical equipment.

Jinglong Chen, Y. Zi, Yong Feng, 2022, ISA transactions.

A method for mechanical fault recognition with unseen classes via unsupervised convolutional adversarial auto-encoder

Tongyang Pan, Zitong Zhou, Jinglong Chen, 2020, Measurement Science and Technology.

Unsupervised Multimodal Anomaly Detection With Missing Sources for Liquid Rocket Engine.

Jinglong Chen, Haixin Lv, Yong Feng, 2022, IEEE transactions on neural networks and learning systems.

A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds

Shuilong He, Jinglong Chen, Y. Zi, 2022, IEEE Transactions on Instrumentation and Measurement.

A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis

Shuilong He, Jinglong Chen, Zitong Zhou, 2023, IEEE Transactions on Instrumentation and Measurement.

DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds.

Jinglong Chen, Y. Zi, Zhen Shi, 2023, IEEE transactions on neural networks and learning systems.

An unsupervised feature extraction method for nonlinear deterioration process of complex equipment under multi dimensional no-label signals

Yanyang Zi, Jinglong Chen, Wei Han, 2018 .

An unsupervised spatiotemporal fusion network augmented with random mask and time-relative information modulation for anomaly detection of machines with multiple measuring points

Shuilong He, Jinglong Chen, Kaiyu Zhang, 2023, Expert Syst. Appl..

A novel unknown-input and single-output approach to extract vibration patterns via a roving continuous random excitation.

Jinglong Chen, Y. Zi, Jun Pan, 2021, ISA transactions.

A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample

Shuilong He, Jinglong Chen, Zitong Zhou, 2021, Knowl. Based Syst..

Semi-physical simulation-driven contrastive decoupling net for intelligent fault diagnosis of unseen machines under varying speed

Jinglong Chen, Zhen Shi, Yanyang Zi, 2024, Measurement Science and Technology.

A reliable feature-assisted contrastive generalization net for intelligent fault diagnosis under unseen machines and working conditions

Jinglong Chen, Y. Zi, Xinwei Zhang, 2023, Mechanical Systems and Signal Processing.