Nonlinear slow-varying dynamics-assisted temporal graph transformer network for remaining useful life prediction

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2.8K citations · Full text

Computing, Data Science, Forecasting +16

Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

Chao Song, Youfang Lin, Shengnan Guo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1.5K citations · Full text

Computing, Transportation Planning, Urban Planning +17

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Using Particle Filter and Support Vector Regression

Jingwen Wei, Guangzhong Dong, Zonghai Chen · IEEE Transactions on Industrial Electronics · 2017 · 630 citations

Engineering, Chemical Engineering, Electrochemical Engineering +16

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 · 609 citations

Computing, Computer Science, Artificial Intelligence +15

Deep separable convolutional network for remaining useful life prediction of machinery

Biao Wang, Yaguo Lei, Naipeng Li et al. · Mechanical Systems and Signal Processing · 2019 · 401 citations

Computing, Computer Science, Data Science +10