发表论文

  1. Lin Liang, Xinyun Ding, Haobin Wen, Fei Liu*．Impulsive components separation using minimum-determinant KL-divergence NMF of bi-variable map for bearing diagnosis[J]. Mechanical Systems and Signal Processing, 2022, 175. (SCI index；EI index)
  2. Liang Lin, Ding Xinyun, Wen Haobin, Shan Lei．Periodic impulse feature separation by combination of bi-frequency map and non-negative matrix factorization[C]．IMCEC2021，IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2021，1360-1364．（EI index）
  3. Liang Lin, Ding Xingyun, Liu Fei*, Chen Yuanming, Wen Haobin. Feature Extraction Using Sparse Kernel Non-Negative Matrix Factorization for Rolling Element Bearing Diagnosis[J]. Sensors, 2021, 21(11):3680 (1-24) . (SCI index；EI index)
  4. Liu Fei, Liang Lin, Hou Chenggang*，Xu Guanghua，Liu Dan，Zhang Binbin，Wang Lixin，Chen Xiaohang，Du Hongfeng. On-Machine Measurement of Wheel tread Profile with the 1-D laser sensor[J]. IEEE Transactions on Instrumentation and Measurement, 2021,70. (SCI index；EI index)
  5. Liu Fei*, Liang Lin, Xu Guanghua, Hou Chenggang, Liu Dan. Four-Point Method in the Measurement and Separation of Spindle Rotation Error[J]. IEEE/ASME Transactions on Mechatronics, 2021,26(1):113-123. (SCI index；EI index)
  6. Liu Fei*, Liang Lin, Xu Guanghua, Wang Jianmin, Hou Chenggang. On-Machine Measurement and Evaluation for the Turned Wheel Profile of Rail Vehicle[J]. IEEE Transactions on Instrumentation and Measurement, 2021,70:1002511(1-11). (SCI index；EI index)
  7. Liu Fei*, Liang Lin, Xu Guanghua, Hou Chenggang, Liu Dan. Measurement and Evaluation of the Ellipsoid Deviation in Cartesian Coordinates[J]. International Journal of Precision Engineering and Manufacturing, 2020, 21(11):2077-2088 (SCI index；EI index)
  8. Liang Lin, Shan Lei, Liu Fei*, Li Maolin, Niu Ben, Xu Guanghua. Impulse Feature Extraction of Bearing Faults Based on Convolutive Nonnegative Matrix Factorization[J]. IEEE Access, 2020, 8:88617–88632. (SCI index；EI index)
  9. Wen Haobin, Liang Lin, Liu Fei. Speech Enhancement Using Nonnegative Matrix Factorization with Overlapping Group Sparsity Constraint[C]. ICGSP 2020, 2020 The 4th International Conference on Graphics and Signal Processing. Nagoya, Japan: ACM, 2020: 87-91. (EI index)
  10. Wen Haobin*, Liang Lin, Niu Ben, Shan Lei, Li Maolin, Li Guang. Separation of Vibration Components based on Sparse Nonnegative Tensor Factorization[J] International Journal of COMADEM, 2020, 23(2):35-38. (EI index)
  11. Liu Fei*, Liang Lin, Xu Guanghua, Hou Chenggang, Liu Dan. Measurement and evaluation of cylindricity deviation in Cartesian coordinates[J]. Measurement Science and Technology, 2020,32(3) . (SCI index；EI index)
  12. 刘飞*，梁霖，王建民，赵斌，徐光华. 机车车轮踏面轮廓镟修在机测量与评价[J]. 仪器仪表学报，2020，41(2):55-62 . (EI index)
  13. Liang Lin*，Liu Fei，Kong Xiangwei，Li Maolin，Xu Guanghua. Application of Instantaneous Rotational Speed to Detect Gearbox Faults based on Double Encoders[J]. Chinese Journal of Mechanical Engineering，2019，32(1):9(1-11). (SCI index；EI index)
  14. Lin Liang, Lei Shan, Fei Liu*, Ben Niu and Guanghua Xu. Sparse Envelop Spectra for Feature Extraction of Bearing Faults Based on NMF[J], Applied Sciences, 2019, 9(4):755(1-22) (SCI index)
  15. Lin Liang, Haobin Wen*, Fei Liu*, Guang Li and Maolin Li. Feature Extraction of Impulse Faults for Vibration Signals Based on Sparse Non-Negative Tensor Factorization[J]. Applied Sciences, 2019, 9(18), 3642(1-26). (SCI index)
  16. Liang Lin，Lei Zhe，Li Maolin，Kong Xiangwei. Feature extraction of gearbox based on order analysis of instantaneous angular speed[C].Proceedings of 2018 IEEE 7th Data Driven Control and Learning Systems Conference，DDCLS 2018，pp498-501，2018. (EI index)
  17. Guang Li, Lin Liang，Dan Liu, Maolin Li, Bao Wang and Guanghua Xu. The Source Separation of Multi-channel Vibration Signal Based on Nonnegative Tensor Factorization[J]. 10th International Conference on Communications, Circuits and Systems, ICCCAS 2018, 359-363, 2018. (EI index)
  18. 栗茂林，梁霖*，陈元明，徐光华，何康康.基于聚类优化的非负矩阵分解方法及其应用[J].中国机械工程，2018，29(6)，pp720-725. (EI index)
  19. Lin Liang, Fei Liu, Maolin Li, Kangkang He, Guanghua Xu. Feature selection for machine fault diagnosis using clustering of non-negation matrix factorization[J]. Measurement, 94(12), pp295-305, 2016. (SCI index；EI index)
  20. Liu Fei, Xu Guanghua, Liang Lin*, Zhang Qing, Liu Dan. Minimum zone evaluation of sphericity deviation based on the intersecting chord method in Cartesian coordinate system[J]. Precision Engineering - Journal of the International Societies for Precision Engineering and Nanotechnology. 2016, 45: 216-229. (SCI index；EI index)
  21. Liu Fei, Xu Guanghua, Liang Lin*, Zhang Qing, Liu Dan. Intersecting chord method for minimum zone evaluation of roundness deviation using Cartesian coordinate data[J]. Precision Engineering - Journal of the International Societies for Precision Engineering and Nanotechnology. 2015, 42: 242-252. (SCI index；EI index)
  22. Liu Fei, Xu Guanghua, Liang Lin*, Zhang Qing, Liu Dan. Minimum circumscribed reference circle and maximum inscribed reference circle of roundness deviation evaluation with intersecting chord method[J]. IEEE Transactions on Instrumentation and Measurement. (SCI index；EI index)
  23. Liu Fei, Xu Guanghua, Liang Lin*, Zhang Qing, Liu Dan. Least squares evaluations for form and profile errors of ellipse using coordinate data[J]. Chinese Journal of Mechanical Engineering. 2015, 29: 1-10. (SCI index；EI index)
  24. Huizhong Gao, Lin Liang*, Xiaoguang Chen, Guanghua Xu. Feature extraction and recognition of rolling bearing utilizing short-time fourier transform and non-negative matrix factorization[J]. Chinese Journal of Mechanical Engineering, 28(1), pp96-105, 2015. (SCI index；EI index)
  25. Lin Liang*, Fei Liu, Maolin Li, Guanghua Xu. Manifold learning with self-organizing mapping for feature extraction of nonlinear faults in rotating machinery, Mathematical Problems in Engineering, 2015, pp 1-11, 2015. (SCI index；EI index)
  26. Lin Liang, Dan Liu, Guangrui Wen*, Guanghua Xu. Fault diagnosis of mechanical drives under non-stationary conditions based on manifold learning of kernel mapping，Journal of Vibroengineering, 15(1), pp313-325, 2013. (SCI index；EI index)
  27. Xiaoguang Chen, Lin Liang*, Guanghua Xu, Dan Liu. Feature extraction of kernel regress reconstruction for fault diagnosis based on self-organizing manifold learning, Chinese Journal of Mechanical Engineering, 26(5), pp1041-1049, 2013. (SCI index；EI index)
  28. 梁霖*，栗茂林，李利邦，刘飞，徐光华.基于非负矩阵分解的单通道故障特征分离方法[J].振动、测试与诊断，36(5)，pp1-6，2016.（EI Index）
  29. 梁霖*，刘飞，徐光华，针钊.基于几何动态模型的圆度误差分离模拟[J].振动、测试与诊断. 34(1)，pp27-32，2014.（EI index）

专利

 

专利名称

专利号

1

一种轨道车辆车轮及踏面轮廓在机测量方法

ZL202010248513.X

2

一种基于三相电流的交流异步电机转子断条故障诊断方法

ZL202010323423.2

3

单一激光位移传感器轨道车辆车轮及踏面轮廓测量方法

ZL202010248529.0

4

基于平面化后数据边界形态的旋转机械设备状态监测方法

ZL201910669452.1

5

基于时间序列变化突变点检测的性能退化特征评估方法

ZL201910042254.2

6

一种基于非负张量分解的多源信号分离方法

ZL201811246892.8

7

一种基于KSVD字典学习的滚动轴承故障特征提取方法

ZL201811135468.6

8

一种主轴回转误差的四点动态测量与分离方法

ZL201711270002.2

9

一种基于线性搜索策略的随机共振电流弱信息识别方法

ZL201711270003.7

10

基于编码器多位转角信号的齿轮故障检测方法

ZL201510818829.7

教材

² 《智能仪器电路设计》，2017年3月出版，ISBN 9787560594163，出版社，普通高等教育仪器类专业“十三五”规划教材，副主编。

² 《智能仪器与信号处理》（第一版），2010年10月出版，ISBN 9787560531304，出版社，普通高等教育“十一五”国家规划教材，副主编。

² 《机械工程测试技术》（第二版），2009年1月出版，ISBN978-7-111-69685-6，机械工业出版社，普通高等教育“十一五”国家规划教材，主要参编。