• Electronics Optics & Control
  • Vol. 24, Issue 7, 113 (2017)
SUN Fu-cheng1, SONG Wen-yuan1, TENG Hong-zhi2, and ZHANG Xin1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3969/j.issn.1671-637x.2017.07.024 Cite this Article
    SUN Fu-cheng, SONG Wen-yuan, TENG Hong-zhi, ZHANG Xin. Infrared Thermal Image Based Condition Monitoring and Fault Diagnosis of Gearbox Bearings[J]. Electronics Optics & Control, 2017, 24(7): 113 Copy Citation Text show less
    References

    [1] ISO/TC 108/SC 5 Condition Monitoring and Diagnostics of Machine Systems.ISO 18434-1:2008 condition monitoring and diagnostics of machines—thermography[S].Geneva:ISO,2008.

    [2] CAROSENA M.Infrared thermography recent advances and future trends[M].Potomac:Bentham eBooks,2012.

    [4] GONZALEZ R C,WOODS R E.Digital image processing[M].3rd ed.Boston:Addison-Wesley,1993.

    [5] HUANG N E, SHEN Z, LONG S R, et al.The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[J].Proceedings of the Royal Society A Mathematical Physical & Engineering Sciences,1998,454(1971):903-995.

    [6] HARIHARAN H,GRIBOK A,ABIDI M,et al.Image fusion and enhancement via empirical mode decomposition[J].Pattern Recognition Res,2006(1):16-32.

    [7] LINDERHED A.2D empirical mode decomposition in the spirit of image compression[J].Proceedings of SPIE-the International Society for Optical Engineering,2002,4738(7):1-8.

    [8] LINDERHED A.Compression by image empirical mode decomposition[C]//IEEE International Conference on Image Processing,2005:553-559.

    [9] NUNES J C,GUYOT S,DELECHELLE E,et al.Image analysis by bi-dimensional empirical mode decomposition[J].Image & Vision Computing,2003,21(12):1019-1026.

    [10] WAN J,REN L,ZHAO C.Image feature extraction based on the two-dimensional empirical mode decomposition[C]//Congress on Image and Signal Processing,2008:627-631.

    [11] QIN X,LIU S,WU Z,et al.Medical image enhancement method based on 2D empirical mode decomposition[C]//The International Conference on Bioinformatics and Biomedical Engineering,2008:2533-2536.

    [12] CELEBI A T,ERTURK S.Empirical mode decomposition based visual enhancement of underwater images[C]//The 2nd International Conference on Image Processing Theory Tools and Applications (IPTA),2010:221-224.

    [13] VAN T T,YANG B S,GU F S.Thermal image enhancement using bi-dimensional empirical mode decomposition in combination with relevance vector machine for rotaing machinery fault diagnosis[J].Mechanical Systems & Signal Processing,2013,38(2):601-614.

    [14] NAIDU V,RAOL J R.Pixel-level image fusion using wavelets and principal component analysis[J].Defence Science Journal,2008,58(3):338-352.

    [15] UMBAUGH S E.Digital image analysis and process[M].Boca Raton:CRC Press,2005.

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    SUN Fu-cheng, SONG Wen-yuan, TENG Hong-zhi, ZHANG Xin. Infrared Thermal Image Based Condition Monitoring and Fault Diagnosis of Gearbox Bearings[J]. Electronics Optics & Control, 2017, 24(7): 113
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