메뉴 건너뛰기




Volumn , Issue , 2009, Pages 2948-2952

Tool wear identifying based on EMD and SVM with AE sensor

Author keywords

AE sensor; Empirical mode decomposition; Support vector machine; Tool wear

Indexed keywords

ACOUSTIC EMISSION SENSORS; AE SENSORS; AE SIGNALS; CONVENTIONAL METHODS; EMPIRICAL MODE DECOMPOSITION; NONSTATIONARY SIGNALS; SMALL SAMPLES; SVM CLASSIFIERS; TIME VARYING; TOOL WEAR;

EID: 71549129557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEMI.2009.5274425     Document Type: Conference Paper
Times cited : (10)

References (17)
  • 1
    • 71549129805 scopus 로고    scopus 로고
    • Methods for wear intensive automatic measurement by milling tools abroad
    • Feb
    • Lei Bin, "Methods for wear intensive automatic measurement by milling tools abroad". Journal of ordnance engineering college, Vol. 11, No. 2, pp. 73-78, Feb. 1999.
    • (1999) Journal of ordnance engineering college , vol.11 , Issue.2 , pp. 73-78
    • Bin, L.1
  • 2
    • 0008260712 scopus 로고
    • Automatisierte Werkzeugüberwachung und - vermessung beim Fräsen mit Hilfe bildver arbeitender Systeme
    • Dec
    • Weis W, "Automatisierte Werkzeugüberwachung und - vermessung beim Fräsen mit Hilfe bildver arbeitender Systeme". Technisches Messen, Vol 61, No. 12, pp. 473-476, Dec. 1994
    • (1994) Technisches Messen , vol.61 , Issue.12 , pp. 473-476
    • Weis, W.1
  • 3
    • 85081494490 scopus 로고    scopus 로고
    • Study on state detect of tool wear based on wavelet transform
    • Guo Houkun, Cheng Zhixian and Cai Weiping, "Study on state detect of tool wear based on wavelet transform". Machinery manufacturing engeering, Vol. 12, pp. 123-124, 2004.
    • (2004) Machinery manufacturing engeering , vol.12 , pp. 123-124
    • Guo, H.1    Cheng, Z.2    Cai, W.3
  • 4
    • 85081514662 scopus 로고    scopus 로고
    • Hong wei, Li Yan and Zheng Jianming, et al, Wavelet transform method for tool wear in drilling. Machine tool & Hydrautics. 3, pp. 305-307, 2003.
    • Hong wei, Li Yan and Zheng Jianming, et al, "Wavelet transform method for tool wear in drilling". Machine tool & Hydrautics. Vol. 3, pp. 305-307, 2003.
  • 5
    • 85081505817 scopus 로고
    • Fortschritt in der Werkzeugüberwachung
    • May
    • Zeppelin W, "Fortschritt in der Werkzeugüberwachung". Werkstatt und Betried, Vol. 125, No. 5, pp. 359-362, May 1992.
    • (1992) Werkstatt und Betried , vol.125 , Issue.5 , pp. 359-362
    • Zeppelin, W.1
  • 6
    • 85081515854 scopus 로고    scopus 로고
    • Research on the power monitoring method for milling cuter failure
    • Apr
    • Guo Xing, Du Runsheng and Yang Shuzi, "Research on the power monitoring method for milling cuter failure". Journal of Wuhan transportation university, Vol. 20, No, 4, pp. 465-469, Apr. 1996.
    • (1996) Journal of Wuhan transportation university , vol.20 , Issue.4 , pp. 465-469
    • Guo, X.1    Du, R.2    Yang, S.3
  • 7
    • 40649124433 scopus 로고    scopus 로고
    • Acoustic emission cutting tool state distinguishing based on wavelet analysis
    • 24, Jun
    • Chen Xiaozhi, Bi Beizhi and Yang Jianguo, "Acoustic emission cutting tool state distinguishing based on wavelet analysis". Transducer and macrosystem technology, Vol. 25, No. 6, pp. 19-21, 24, Jun, 2006.
    • (2006) Transducer and macrosystem technology , vol.25 , Issue.6 , pp. 19-21
    • Chen, X.1    Beizhi, B.2    Yang, J.3
  • 8
    • 71549115102 scopus 로고    scopus 로고
    • A new wavelet analysis method for acoustic emission tool wear
    • 35, Jan
    • Chen Xiaozhi, Li Beizhi and Yang Jianguo, "A new wavelet analysis method for acoustic emission tool wear". Nondestuctive testing, Vol. 29, No. 1, pp. 12-15, 35, Jan, 2007.
    • (2007) Nondestuctive testing , vol.29 , Issue.1 , pp. 12-15
    • Chen, X.1    Li, B.2    Yang, J.3
  • 9
    • 54549087706 scopus 로고    scopus 로고
    • Application of wavelet package analysis and support vector machine for fault diagnosis of cutting tool
    • Mar
    • Wang Jisheng, Yu Junxin and Huang Weigong, "Application of wavelet package analysis and support vector machine for fault diagnosis of cutting tool". Journal of vibration, measurement & diagnosis, Vol. 28, No. 3, pp. 273-276, Mar, 2008.
    • (2008) Journal of vibration, measurement & diagnosis , vol.28 , Issue.3 , pp. 273-276
    • Wang, J.1    Yu, J.2    Huang, W.3
  • 10
    • 85081521780 scopus 로고    scopus 로고
    • Acoustic emission and wavelet analysis-based estimation of tool wear
    • Feb
    • Xie Xiuxian, Fu Pan and Cao Weiqing, "Acoustic emission and wavelet analysis-based estimation of tool wear". China meas urement, Vol. 32, No. 2, pp. 40-42, Feb. 2006.
    • (2006) China meas urement , vol.32 , Issue.2 , pp. 40-42
    • Xie, X.1    Pan, F.2    Cao, W.3
  • 11
    • 50049126465 scopus 로고    scopus 로고
    • Acoustic emission signal processing method based on wavelet package and HHT transform
    • Aug
    • Sun Liying, Li Yibo and Jin Shijiu, et al, "Acoustic emission signal processing method based on wavelet package and HHT transform". Chinese journal of scientific instrument, Vol. 29, No, 8, pp. 1577-1582, Aug. 2008.
    • (2008) Chinese journal of scientific instrument , vol.29 , Issue.8 , pp. 1577-1582
    • Sun, L.1    Li, Y.2    Jin, S.3
  • 12
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and Hilbert spectrum for nonlinear and non-stationary time series analysis
    • London
    • HUANG N E, SHEN Z and LONG S R, "The empirical mode decomposition and Hilbert spectrum for nonlinear and non-stationary time series analysis". Proc. Roy. Soc. Vol. 454, pp. 903-995, London, 1998.
    • (1998) Proc. Roy. Soc , vol.454 , pp. 903-995
    • HUANG, N.E.1    SHEN, Z.2    LONG, S.R.3
  • 14
    • 33645774372 scopus 로고    scopus 로고
    • Study of the characteristic of white noise using the empirical mode decomposition method
    • London, Dec
    • WU Z and HUANG N E, "Study of the characteristic of white noise using the empirical mode decomposition method". Proc. Roy. Soc, London, Dec. 2003
    • (2003) Proc. Roy. Soc
    • WU, Z.1    HUANG, N.E.2
  • 16
    • 85081502724 scopus 로고
    • The nature of statistics learning theory
    • Vapnik V, "The nature of statistics learning theory". New York: Springer Verlag, pp. 40-50, 1995.
    • (1995) New York: Springer Verlag , pp. 40-50
    • Vapnik, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.