Tongyang Pan

发表

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.

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..

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

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

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.

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.

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 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 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.

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..

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.

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..

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..

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.

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.

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.

Similarity Metric-Based Metalearning Network Combining Prior Metatraining Strategy for Intelligent Fault Detection Under Small Samples Prerequisite

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

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

Tongyang Pan, Jinglong Chen, Cheng Qu, 2020 .

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.

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..

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.