• Photonic Sensors
  • Vol. 7, Issue 1, 48 (2017)
Yaozhang SAI1、*, Xiuxia ZHAO2, Dianli HOU1, and Mingshun JIANG3
Author Affiliations
  • 1School of Information and Electrical Engineering, Ludong University, Yantai, 264025, China
  • 2TIANRUN CRANKSHAFT CO., LTD, Wendeng, 264400, China
  • 3School of Control Science and Engineering, Shandong University, Jinan, 250061, China
  • show less
    DOI: 10.1007/s13320-016-0377-x Cite this Article
    Yaozhang SAI, Xiuxia ZHAO, Dianli HOU, Mingshun JIANG. Acoustic Emission Localization Based on FBG Sensing Network and SVR Algorithm[J]. Photonic Sensors, 2017, 7(1): 48 Copy Citation Text show less
    References

    [1] M. Grujicic, B. Pandurangan, W. C. Bell, C. F. Yen, and B. A. Cheeseman, “Application of a dynamic-mixture shock-wave model to the metal-matrix composite materials,” Materials Science and Engineering: A, 2011, 528(28): 8187-8197.

    [2] A. Katunin, K. Dragan, and M. Dziendzikowski, “Damage identification in aircraft composite structures: a case study using various non-destructive testing techniques,” Composite Structures, 2015, 127(9): 1-9.

    [3] F. Otero, S. Oller, S. X. Martinez, and O. Salomon, “Numerical homogenization for composite materials analysis. Comparison with other micro mechanical formulations,” Composite Structures, 2015, 122(4): 405-416.

    [4] H. Singh, K. K. Namala, and P. Mahajan, “A damage evolution study of E-glass/epoxy composite under low velocity impact,” Composites Part B: Engineering, 2015, 76(8): 235-248.

    [5] J. Zhang and X. Zhang, “An efficient approach for predicting low-velocity impact force and damage in composite laminates,” Composite Structures, 2015, 130(12): 85-94.

    [6] P. Yang, S. S. Shams, A. Slay, B. Brokate, and R. Elhajjar, “Evaluation of temperature effects on low velocity impact damage in composite sandwich panels with polymeric foam cores,” Composite Structures, 2015, 129(11): 213-223.

    [7] D. Pang and Q. Sui, “Response analysis of ultrasonic sensing system based on fiber Bragg gratings of different lengths,” Photonic Sensors, 2014, 4(3): 281-288.

    [8] Z. Jin, M. Jiang, Q. Sui, F. Zhang, and L. Jia, “Acoustic emission source linear localization based on an ultra-short FBGs sensing system,” Photonic Sensors, 2014, 4(2):152-155.

    [9] S. Lu, M. Jiang, Q. Sui, H. Dong, Y. Sai, and L. Jia, “Acoustic emission location on aluminum alloy structure by using FBG sensors and PSO method,” Journal of Modern Optics, 2015, 63(8):1-8.

    [10] A. Mostafapour, S. Davoodi, and M. Ghareaghaji, “Acoustic emission source location in plates using wavelet analysis and cross time frequency spectrum,” Ultrasonics, 2014, 54(8): 2055-2062.

    [11] T. Fu, Z. Zhang, Y. Liu, and J. Leng, “Development of an artificial neural network for source localization using a fiber optic acoustic emission sensor array,” Structural Health Monitoring, 2015, 14(2): 168-177.

    [12] D. Xiao, T. He, Q. Pan, X. Liu, J. Wang, and Y. Shan, “A novel acoustic emission beamforming method with two uniform linear arrays on plate-like structures,” Ultrasonics, 2014, 54(2): 737-745.

    [13] M. Jiang, S. Lu, Y. Sai, Q. Sui, and L. Jia, “Acoustic emission source localization technique based on least squares support vector machine by using FBG sensors,” Journal of Modern Optics, 2014, 61(20): 1634-1640.

    [14] K. Kim and Y. Lee, “Acoustic emission source localization in plate-like structures using least-squares support vector machines with delta t feature,” Journal of Mechanical Science and Technology, 2014, 28(8): 3013-3020.

    [15] Y. Sai, M. Jiang, Q. Sui, S. Lu, and L. Jia, “Multi-source acoustic emission localization technology research based on FBG sensing network and time reversal focusing imaging,” Optik, 2016, 127(1): 493-498.

    [16] Y. Liu and R. Wang, “Study on network traffic forecast model of SVR optimized by GAFSA,” Chaos, Solitons and Fractals, 2016, 89(3): 153-159.

    [17] W. Zhang, W. Hong, Y. Dong, G. Tsai, J. Sung, and G. Fan, “Application of SVR with chaotic GASA algorithm in cyclic electric load forecasting,” Energy, 2012, 45(1): 850-858.

    Yaozhang SAI, Xiuxia ZHAO, Dianli HOU, Mingshun JIANG. Acoustic Emission Localization Based on FBG Sensing Network and SVR Algorithm[J]. Photonic Sensors, 2017, 7(1): 48
    Download Citation