Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning
Zhang, Ansi, Li, Shaobo, Cui, Yuxin, Yang, Wanli, Dong, Rongzhi, Hu, Jianjun
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Transfer Learning with Deep Recurrent Neural Networks for Remaining Useful Life Estimation
Zhang, Ansi, Wang, Honglei, Li, Shaobo, Cui, Yuxin, Liu, Zhonghao, Yang, Guanci, Hu, Jianjun
Published in Applied sciences (01.12.2018)
Published in Applied sciences (01.12.2018)
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Journal Article
A Novel Bearing Fault Diagnosis Method Based on Few-Shot Transfer Learning across Different Datasets
Zhang, Yizong, Li, Shaobo, Zhang, Ansi, Li, Chuanjiang, Qiu, Ling
Published in Entropy (Basel, Switzerland) (01.09.2022)
Published in Entropy (Basel, Switzerland) (01.09.2022)
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Journal Article
Data-driven unsupervised anomaly detection and recovery of unmanned aerial vehicle flight data based on spatiotemporal correlation
Yang, Lei, Li, ShaoBo, Li, ChuanJiang, Zhu, CaiChao, Zhang, AnSi, Liang, GuoQiang
Published in Science China. Technological sciences (01.05.2023)
Published in Science China. Technological sciences (01.05.2023)
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Journal Article
Trajectory Planning of Robot Manipulator Based on RBF Neural Network
Song, Qisong, Li, Shaobo, Bai, Qiang, Yang, Jing, Zhang, Ansi, Zhang, Xingxing, Zhe, Longxuan
Published in Entropy (Basel, Switzerland) (13.09.2021)
Published in Entropy (Basel, Switzerland) (13.09.2021)
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Journal Article
A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles
Li, Chuanjiang, Li, Shaobo, Zhang, Ansi, Yang, Lei, Zio, Enrico, Pecht, Michael, Gryllias, Konstantinos
Published in Journal of computational design and engineering (01.08.2022)
Published in Journal of computational design and engineering (01.08.2022)
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Journal Article
Digital twin-enabled adaptive scheduling strategy based on deep reinforcement learning
Gan, XueMei, Zuo, Ying, Zhang, AnSi, Li, ShaoBo, Tao, Fei
Published in Science China. Technological sciences (01.07.2023)
Published in Science China. Technological sciences (01.07.2023)
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Journal Article
Nonlinear Hyperparameter Optimization of a Neural Network in Image Processing for Micromachines
Shen, Mingming, Yang, Jing, Li, Shaobo, Zhang, Ansi, Bai, Qiang
Published in Micromachines (Basel) (30.11.2021)
Published in Micromachines (Basel) (30.11.2021)
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Journal Article
A Siamese Vision Transformer for Bearings Fault Diagnosis
He, Qiuchen, Li, Shaobo, Bai, Qiang, Zhang, Ansi, Yang, Jing, Shen, Mingming
Published in Micromachines (Basel) (30.09.2022)
Published in Micromachines (Basel) (30.09.2022)
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Journal Article
Deep learning assisted prediction of retained austenite in the carburized layer for evaluating the wear resistance of mild steel
Shen, Mingming, Zhu, Zhenlong, Li, Shaobo, Yin, Cunhong, Yang, Jing, Zhang, Ansi
Published in Journal of materials research and technology (01.11.2022)
Published in Journal of materials research and technology (01.11.2022)
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Journal Article
Uncertainty‐aware nuclear power turbine vibration fault diagnosis method integrating machine learning and heuristic algorithm
Zhong, Ruirui, Feng, Yixiong, Li, Puyan, Wu, Xuanyu, Guo, Ao, Zhang, Ansi, Li, Chuanjiang
Published in IET collaborative intelligent manufacturing (01.09.2024)
Published in IET collaborative intelligent manufacturing (01.09.2024)
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Journal Article
Meta-learning for few-shot bearing fault diagnosis under complex working conditions
Li, Chuanjiang, Li, Shaobo, Zhang, Ansi, He, Qiang, Liao, Zihao, Hu, Jianjun
Published in Neurocomputing (Amsterdam) (07.06.2021)
Published in Neurocomputing (Amsterdam) (07.06.2021)
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Journal Article
FW-UAV fault diagnosis based on knowledge complementary network under small sample
Zhang, Yizong, Li, Shaobo, Zhang, Ansi, An, Xue
Published in Mechanical systems and signal processing (01.06.2024)
Published in Mechanical systems and signal processing (01.06.2024)
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Journal Article
Effect of pins and exit-step on thermal performance and energy efficiency of hydrogen-fueled combustion for micro-thermophotovoltaic
Xie, Bo, Peng, Qingguo, Yang, Wenming, Li, Shaobo, E, Jiaqiang, Li, Zhenwei, Tao, Meng, Zhang, Ansi
Published in Energy (Oxford) (15.01.2022)
Published in Energy (Oxford) (15.01.2022)
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Journal Article