A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples.

Shunming Li

Jiantao Lu Wei Wu Xin Huang Qitao Yin Kuangzhi Yang Shunming Li A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples. 102397 2024 60 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2024.102397 db/journals/aei/aei60.html#LuWHYYL24

Lin He Hengzhuang Shi Junhui Zhang Mingxiang Wei 0001 Ping Wang Shunming Li Hao Gao 0001 Zhikuang Cai A CMOS Current Sensing Interface With Sub-pA DC Uncertainty. 508-512 2024 February 71 IEEE Trans. Circuits Syst. II Express Briefs 2 https://doi.org/10.1109/TCSII.2022.3227733 db/journals/tcasII/tcasII71.html#HeSZWWLGC24

Siqi Gong Shunming Li Zongzhen Zhang Min Xia 0001 Nonlinear Blind Deconvolution Based on Generalized Normalized l<sub>p</sub>/l<sub>q</sub> Norm for Early Fault Detection. 1-12 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2023.3346518 db/journals/tim/tim73.html#GongLZX24

Jiantao Lu Weiwei Qian Qitao Yin Kun Xu 0013 Shunming Li An Improved Underdetermined Blind Source Separation Method for Insufficiently Sparse Sources. 7615-7639 2023 December 42 Circuits Syst. Signal Process. 12 https://doi.org/10.1007/s00034-023-02470-8 db/journals/cssp/cssp42.html#LuQYXL23

Jiantao Lu Qitao Yin Shunming Li Rolling Bearing Composite Fault Diagnosis Method Based on Enhanced Harmonic Vector Analysis. 5115 2023 23 Sensors 11 https://doi.org/10.3390/s23115115 db/journals/sensors/sensors23.html#LuYL23

Zeyuan Li Xinyan Liu 0004 Cheng Zhang 0029 Shunming Li Zhiyu Xi Wei Deng 0003 Incremental Object Detection based on YOLO v5 and EWC Models. 452-457 2023 AIPR https://doi.org/10.1145/3641584.3641651 conf/aipr2/2023 db/conf/aipr2/aipr2023.html#LiLZLXD23

Ranran Li Shunming Li Kun Xu 0013 Xianglian Li Jiantao Lu Mengjie Zeng A Novel Symmetric Stacked Autoencoder for Adversarial Domain Adaptation Under Variable Speed. 24678-24689 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3147039 db/journals/access/access10.html#LiLXLLZ22

Weiwei Qian Shunming Li Jiantao Lu Adaptive nearest neighbor reconstruction with deep contractive sparse filtering for fault diagnosis of roller bearings. 104749 2022 111 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2022.104749 db/journals/eaai/eaai111.html#QianLL22

Yuzhe Hou Shunming Li Huijie Ma Siqi Gong Tianyi Yu Weak Signal Detection Based on Lifting Wavelet Threshold Denoising and Multi-Layer Autocorrelation Method. 890-899 2022 17 J. Commun. 11 https://doi.org/10.12720/jcm.17.11.890-899 db/journals/jcm/jcm17.html#HouLMGY22

Weiwei Qian Shunming Li Jiantao Lu Deep Sparse Topology Network for Robust Bearing Fault Diagnosis by Maximizing Prior Knowledge Functions. 8540-8550 2022 18 IEEE Trans. Ind. Informatics 12 https://doi.org/10.1109/TII.2022.3148993 db/journals/tii/tii18.html#QianLL22

Cheng Zhang 0029 Shunming Li Zeyuan Li Na Wu Qian Miao Shijia Li Crowd-aware Black Pig Detection for Low Illumination. 42-48 2022 ICVIP https://doi.org/10.1145/3579109.3579117 conf/icvip/2022 db/conf/icvip/icvip2022.html#ZhangLLWML22

Weiwei Qian Shunming Li Tong Yao Kun Xu Discriminative feature-based adaptive distribution alignment (DFADA) for rotating machine fault diagnosis under variable working conditions. 106886 2021 99 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2020.106886 db/journals/asc/asc99.html#QianLYX21

Kun Xu 0013 Shunming Li Xingxing Jiang Jiantao Lu Tianyi Yu Ranran Li A novel transfer diagnosis method under unbalanced sample based on discrete-peak joint attention enhancement mechanism. 106645 2021 212 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2020.106645 db/journals/kbs/kbs212.html#XuLJLYL21

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. 535-546 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2019.2961711 db/journals/access/access8.html#AnLJXW20

Zongzhen Zhang Shunming Li Jiantao Lu Jinrui Wang Xingxing Jiang A Novel Unsupervised Learning Method Based on Cross-Normalization for Machinery Fault Diagnosis. 92407-92417 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2992201 db/journals/access/access8.html#ZhangLLWJ20

Shunming Li Zenghui An Jiantao Lu A Novel Data-Driven Fault Feature Separation Method and Its Application on Intelligent Fault Diagnosis Under Variable Working Conditions. 113702-113712 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2996713 db/journals/access/access8.html#LiAL20

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. 54-64 2020 376 Neurocomputing https://doi.org/10.1016/j.neucom.2019.09.081 db/journals/ijon/ijon376.html#ZhangCLAW20

Kun Xu 0013 Shunming Li Xingxing Jiang Zenghui An Jinrui Wang Tianyi Yu A renewable fusion fault diagnosis network for the variable speed conditions under unbalanced samples. 12-29 2020 379 Neurocomputing https://doi.org/10.1016/j.neucom.2019.08.099 https://www.wikidata.org/entity/Q126851905 db/journals/ijon/ijon379.html#XuLJAWY20

Zhongwei Zhang Huaihai Chen Shunming Li Zenghui An Sparse filtering based domain adaptation for mechanical fault diagnosis. 101-111 2020 393 Neurocomputing https://doi.org/10.1016/j.neucom.2020.02.049 db/journals/ijon/ijon393.html#ZhangCLA20

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. 31-44 2020 398 Neurocomputing https://doi.org/10.1016/j.neucom.2020.02.042 db/journals/ijon/ijon398.html#ZhangLWXAJ20

Huan Fu Shunming Li Rongfei Jia Mingming Gong Binqiang Zhao Dacheng Tao Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/a87d27f712df362cd22c7a8ef823e987-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#FuLJGZT20

Huan Fu Shunming Li Rongfei Jia Mingming Gong Binqiang Zhao Dacheng Tao Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning. 2020 abs/2010.12238 CoRR https://arxiv.org/abs/2010.12238 db/journals/corr/corr2010.html#abs-2010-12238

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. 65150-65162 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2917042 db/journals/access/access7.html#XinLZAW19

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. 111168-111180 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2924003 db/journals/access/access7.html#WangLHABJ19

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. 53-65 2019 329 Neurocomputing https://doi.org/10.1016/j.neucom.2018.10.049 https://www.wikidata.org/entity/Q129012504 db/journals/ijon/ijon329.html#WangLAJQJ19

Zenghui An Shunming Li Jinrui Wang Yu Xin Kun Xu 0013 Generalization of deep neural network for bearing fault diagnosis under different working conditions using multiple kernel method. 42-53 2019 352 Neurocomputing https://doi.org/10.1016/j.neucom.2019.04.010 https://www.wikidata.org/entity/Q128070313 db/journals/ijon/ijon352.html#AnLWXX19

Weiwei Qian Shunming Li Xingxing Jiang Deep transfer network for rotating machine fault analysis. 2019 96 Pattern Recognit. https://doi.org/10.1016/j.patcog.2019.106993 db/journals/pr/pr96.html#QianLJ19

Weiwei Qian Shunming Li Jinrui Wang A New Transfer Learning Method and its Application on Rotating Machine Fault Diagnosis Under Variant Working Conditions. 69907-69917 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2880770 db/journals/access/access6.html#QianLW18

Weiwei Qian Shunming Li Jinrui Wang Qijun Wu A novel supervised sparse feature extraction method and its application on rotating machine fault diagnosis. 129-140 2018 320 Neurocomputing https://doi.org/10.1016/j.neucom.2018.09.027 https://www.wikidata.org/entity/Q129211585 db/journals/ijon/ijon320.html#QianLWW18

Shunming Li Jianghui Xin Mujin An Yuanyuan Zhang Application of fuzzy logic and support vector machine to the control of exploration vehicle. 3479-3484 2010 ICNC https://doi.org/10.1109/ICNC.2010.5583969 conf/icnc/2010 db/conf/icnc/icnc2010.html#LiXAZ10 Xiuhua Men Shunming Li Zemin Zuo Analysis of Signal Transmission with Temperature-Dependent Electrical Parameters Using FDTD. 506-510 2008 CIS (1) https://doi.org/10.1109/CIS.2008.150 https://doi.ieeecomputersociety.org/10.1109/CIS.2008.150 conf/cis/2008-1 db/conf/cis/cis2008-1.html#MenLZ08 Jianghui Xin Shunming Li Qingbin Liao Rixin Zhan The Application of Fuzzy Logic in Exploration Vehicle. 199-203 2007 FSKD (4) https://doi.org/10.1109/FSKD.2007.562 https://doi.ieeecomputersociety.org/10.1109/FSKD.2007.562 conf/fskd/2007-4 db/conf/fskd/fskd2007-4.html#XinLLZ07 Shunming Li Xianglei Chu Research on Fault Fuzzy Clustering Method for Reducing False Alarm by New Three States Demarcation. 264-269 2007 FSKD (4) https://doi.org/10.1109/FSKD.2007.474 https://doi.ieeecomputersociety.org/10.1109/FSKD.2007.474 conf/fskd/2007-4 db/conf/fskd/fskd2007-4.html#LiC07a Mujin An Zenghui An Huaiqian Bao Zhikuang Cai Huaihai Chen Xianglei Chu Wei Deng 0003 Huan Fu Hao Gao 0001 Mingming Gong Siqi Gong Baokun Han Lin He Yuzhe Hou Xin Huang Shanshan Ji Rongfei Jia Xingxing Jiang Ranran Li Shijia Li Xianglian Li Zeyuan Li Qingbin Liao Xinyan Liu 0004 Jiantao Lu Huijie Ma Xiuhua Men Qian Miao Weiwei Qian Hengzhuang Shi Dacheng Tao Jinrui Wang Ping Wang Minxiang Wei 0001Mingxiang Wei 0001 Na Wu Qijun Wu Wei Wu Zhiyu Xi Min Xia 0001 Jianghui Xin Yu Xin Kun Xu Kun Xu 0013 Kuangzhi Yang Tong Yao Qitao Yin Tianyi Yu Mengjie Zeng Rixin Zhan Cheng Zhang 0029 Junhui Zhang Yuanyuan Zhang Zhongwei Zhang Zongzhen Zhang Binqiang Zhao Zemin Zuo