Tianfu Li

Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study

Zhibin Zhao, Tianfu Li, Jingyao Wu et al. · ISA Transactions · 2020 · 593 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

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

Tianfu Li, Zheng Zhou, Sinan Li et al. · Mechanical Systems and Signal Processing · 2021 · 548 citations

Fault Diagnosis, Reliability Engineering, Graph Neural Networks +14

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis

Tianfu Li, Zhibin Zhao, Chuang Sun et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2021 · 511 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis

Tianfu Li, Zhibin Zhao, Chuang Sun et al. · IEEE Transactions on Industrial Electronics · 2020 · 345 citations

Fault Diagnosis, Geometric Learning, Convolutional Neural Network +17

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

Tianfu Li, Zhibin Zhao, Chuang Sun et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 264 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +16