代表论文列表：Xingxing Jiang, Jun Wang, Juanjuan Shi, Changqing Shen, Weiguo Huang, Zhongkui Zhu*, A coarse-to-finedecomposing strategy of VMD for extraction of weak repetitive transients infault diagnosis of rotating machines. Mechanical Systems and Signal Processing,2019, 116: 668-692.Lin Wang,Gaigai Cai, Jun Wang, Xingxing Jiang, ZhongkuiZhu*, Dual-Enhanced Sparse Decomposition for Wind Turbine Gearbox FaultDiagnosis. IEEE Transactions on Instrumentation and Measurement,DOI:10.1109/TIM.2018.2851423.Wei You, ChangqingShen, Xiaojie Guo, Xingxing Jiang, Juanjuan Shi, Zhongkui Zhu*, A hybrid technique based on convolutionalneural network and support vector regression for intelligent diagnosis ofrotating machinery. Advances in Mechanical Engineering,2017, 9(6), 1687814017704146.Yumei Qi, Changqing Shen*, Dong Wang, JuanjuanShi, Xingxing Jiang, Zhongkui Zhu, StackedSparse Autoencoder-Based Deep Network for Fault Diagnosis of Rotating Machinery.IEEE Access, 2017, 5, 15066-15079.Changqing Shen, Gaigai Cai, Zhiyong He, WeiguoHuang*, Zhongkui Zhu, A Parameterized DopplerDistorted Matching Model for Periodic Fault Identification in LocomotiveBearing, Journal of Mechanical Engineering Science, 2016, 203(20): 3791-3802.Lin Wang, Gaigai Cai*, Wei You, Weiguo Huang, Zhongkui Zhu, Transients ExtractionBased on Averaged Random Orthogonal Matching Pursuit Algorithm for MachineryFault Diagnosis. IEEE Transactions on Instrumentation and Measurement, 2017,66(12): 3237-3248.Xingxing Jiang, Changqing Shen*, Juanjuan Shi, Zhongkui Zhu, Initial centerfrequency-guided VMD for fault diagnosis of rotating machines. Journal of Soundand Vibration, 2018, 435: 36-55.Cheng Li, Shuang Li, Linquan Yao, Zhongkui Zhu*. Nonlocal theoretical approaches and atomistic simulations for 4 longitudinal free vibration of nanorods/nanotubes and 5 verification of different nonlocal models. Applied Mathematical Modelling[J], http://dx.doi.org/10.1016/j.apm.2015.01.013

Shibin Wang; Gaigai Cai; Zhongkui Zhu*; Weiguo Huang; Xingwu Zhang.Transient signal analysis based on Levenberg-Marquardt method for faultfeature extraction of rotating machine, Mechanical Systems and Signal Processing[J], 54-55 (2015) 16–40.Wei Fan,Gaigai Cai*, Z.K. Zhu, Changqin Shen, Weiguo Huang, Li Shang. Sparse representation of transients under wavelet basis and its application in gearbox fault feature extraction,Mechanical Systems and Signal Processing[J], 56-57 (2015) 230–245.Wei Fan, Gaigai Cai, Weiguo Huang, Li Shang, Zhongkui Zhu*. Sparse Representation of Transients Based on Wavelet Basis and Majorization-Minimization Algorithm for Machinery Fault Diagnosis, Mathematical Problems in Engineering[J]. 2014.Haiyang Liu, Weiguo Huang, Shibin Wang, Zhongkui Zhu. Adaptive spectral kurtosis filtering based on Morlet wavelet and its application for signal transients detection, Signal Processing[J]. 96: 118-124, 2014.

朱忠奎,陈祥芹,樊薇,黄伟国,尚丽. 基于降维的独立分量分析及信号特征成分检测, 仪器仪表学报[J].35(4), 2014

黄伟国, 顾超, 朱忠奎. 用于目标识别的PCA-SC形状匹配算法,光学 精密工程[J]. 21(8), 2013