Tianfu Li

发表

Improved spiking neural network for intershaft bearing fault diagnosis

Ruqiang Yan, Xuefeng Chen, Chuang Sun, 2022, Journal of Manufacturing Systems.

Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction

Ruqiang Yan, Chuang Sun, Zhibin Zhao, 2021, Reliab. Eng. Syst. Saf..

Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis

Xuefeng Chen, Zhibin Zhao, Chuang Sun, 2021, IEEE Transactions on Industrial Electronics.

Challenges and Opportunities of AI-Enabled Monitoring, Diagnosis & Prognosis: A Review

Ruqiang Yan, Xuefeng Chen, Chuang Sun, 2021, Chinese Journal of Mechanical Engineering.

Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study

Ruqiang Yan, Shibin Wang, Xuefeng Chen, 2020, ISA transactions.

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis

R. Gao, Xuefeng Chen, Chuang Sun, 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions

Ruqiang Yan, Chuang Sun, Zhibin Zhao, 2021, IEEE Transactions on Instrumentation and Measurement.

Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis.

Ruqiang Yan, Olga Fink, Xuefeng Chen, 2023, IEEE transactions on cybernetics.

Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis.

Ruqiang Yan, Xuefeng Chen, Chuang Sun, 2022, IEEE transactions on neural networks and learning systems.

The emerging graph neural networks for intelligent fault diagnostics and prognostics: A guideline and a benchmark study

Ruqiang Yan, Xuefeng Chen, Chuang Sun, 2022, Mechanical Systems and Signal Processing.

Model-driven deep unrolling: Towards interpretable deep learning against noise attacks for intelligent fault diagnosis.

Ruqiang Yan, Shibin Wang, Xuefeng Chen, 2022, ISA transactions.

Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios

Olga Fink, Gaëtan Frusque, Baorui Dai, 2023, 2307.01429.

Adaptive Channel Weighted CNN With Multisensor Fusion for Condition Monitoring of Helicopter Transmission System

Xuefeng Chen, Zhibin Zhao, Ruqiang Yan, 2020, IEEE Sensors Journal.

Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis

Ruqiang Yan, Chuang Sun, Zhibin Zhao, 2021, IEEE Transactions on Instrumentation and Measurement.

Multi-scale CNN for Multi-sensor Feature Fusion in Helical Gear Fault Detection

Zhibin Zhao, Chuang Sun, Ruqiang Yan, 2020 .

Time-varying trajectory modeling via dynamic governing network for remaining useful life prediction

Ruqiang Yan, Xuefeng Chen, Chuang Sun, 2022, Mechanical Systems and Signal Processing.

BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model

Ruqiang Yan, Xuefeng Chen, Chuang Sun, 2023, Neurocomputing.

Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis

Ruqiang Yan, Liuyang Zhang, Chuang Sun, 2023, Eng. Appl. Artif. Intell..