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Shunming Li
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Publications
- 2020
[j14]Zenghui An
, Shunming Li
, Xingxing Jiang
, Yu Xin
, Jinrui Wang
:
Adaptive Cross-Domain Feature Extraction Method and Its Application on Machinery Intelligent Fault Diagnosis Under Different Working Conditions. IEEE Access 8: 535-546 (2020)
[j13]Zongzhen Zhang
, Shunming Li
, Jiantao Lu
, Jinrui Wang
, Xingxing Jiang
:
A Novel Unsupervised Learning Method Based on Cross-Normalization for Machinery Fault Diagnosis. IEEE Access 8: 92407-92417 (2020)
[j11]Zhongwei Zhang
, Huaihai Chen, Shunming Li
, Zenghui An, Jinrui Wang
:
A novel geodesic flow kernel based domain adaptation approach for intelligent fault diagnosis under varying working condition. Neurocomputing 376: 54-64 (2020)
[j10]Kun Xu
, Shunming Li
, Xingxing Jiang
, Zenghui An
, Jinrui Wang
, Tianyi Yu:
A renewable fusion fault diagnosis network for the variable speed conditions under unbalanced samples. Neurocomputing 379: 12-29 (2020)
[j8]Zongzhen Zhang
, Shunming Li
, Jinrui Wang
, Yu Xin, Zenghui An
, Xingxing Jiang
:
Enhanced sparse filtering with strong noise adaptability and its application on rotating machinery fault diagnosis. Neurocomputing 398: 31-44 (2020)- 2019
[j7]Yu Xin
, Shunming Li, Zongzhen Zhang, Zenghui An, Jinrui Wang
:
Adaptive Reinforced Empirical Morlet Wavelet Transform and Its Application in Fault Diagnosis of Rotating Machinery. IEEE Access 7: 65150-65162 (2019)
[j6]Jinrui Wang
, Shunming Li, Baokun Han, Zenghui An, Huaiqian Bao, Shanshan Ji:
Generalization of Deep Neural Networks for Imbalanced Fault Classification of Machinery Using Generative Adversarial Networks. IEEE Access 7: 111168-111180 (2019)
[j5]Jinrui Wang
, Shunming Li
, Zenghui An
, Xingxing Jiang
, Weiwei Qian
, Shanshan Ji:
Batch-normalized deep neural networks for achieving fast intelligent fault diagnosis of machines. Neurocomputing 329: 53-65 (2019)
[j4]Zenghui An
, Shunming Li
, Jinrui Wang
, Yu Xin, Kun Xu
:
Generalization of deep neural network for bearing fault diagnosis under different working conditions using multiple kernel method. Neurocomputing 352: 42-53 (2019)- 2018
[j2]Weiwei Qian
, Shunming Li, Jinrui Wang
:
A New Transfer Learning Method and its Application on Rotating Machine Fault Diagnosis Under Variant Working Conditions. IEEE Access 6: 69907-69917 (2018)
[j1]Weiwei Qian
, Shunming Li
, Jinrui Wang
, Qijun Wu:
A novel supervised sparse feature extraction method and its application on rotating machine fault diagnosis. Neurocomputing 320: 129-140 (2018)

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