Tongyang Pan

发表

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.

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.

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

Tongyang Pan, Jinglong Chen, Cheng Qu, 2020 .

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.

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

Shuilong He, Tongyang Pan, Zitong Zhou, 2020 .

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.

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..

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.

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 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.

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.

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..

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..

An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems

Shuilong He, Tongyang Pan, Jinglong Chen, 2019, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN).

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.

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..

An Attention-Based Meta Learning Network via Prior Meta-training Strategy for Intelligent Fault Detection of Shipboard Antenna under Small Samples Prerequisite

Tongyang Pan, Yuanhong Chang, Jinglong Chen, 2021 .