Tongyang Pan

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

Yong Feng, Jinglong Chen, Jingsong Xie et al. · Knowledge-Based Systems · 2021 · 230 citations

Artificial Intelligence, Fault Diagnosis, Promising Approach +10

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

Tianci Zhang, Jinglong Chen, Fudong Li et al. · IEEE Transactions on Industrial Electronics · 2020 · 176 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +15

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

Yuanhong Chang, Jinglong Chen, Cheng Qu et al. · Renewable Energy · 2020 · 130 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Convolutional Neural Network +10

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

Tongyang Pan, Jinglong Chen, Zitong Zhou et al. · IEEE Transactions on Industrial Informatics · 2019 · 99 citations

Artificial Intelligence, Fault Diagnosis, Engineering +12

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

Tongyang Pan, Jinglong Chen, Jingsong Xie et al. · IEEE Transactions on Industrial Informatics · 2020 · 98 citations

Artificial Intelligence, Fault Diagnosis, Engineering +19