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Volumn 210, Issue 5, 2010, Pages 713-719

On-line chatter detection and identification based on wavelet and support vector machine

Author keywords

Chatter detection and identification; Feature extraction; Support vector machine; Wavelet

Indexed keywords

ACCURACY RATE; CHATTER DETECTION AND IDENTIFICATION; CUTTING CHATTER; ENERGY RATIO; EXPERIMENT DATA; FEATURE VECTORS; FREQUENCY DOMAINS; INTELLIGENT RECOGNITION; MACHINING PROCESS; PATTERN CLASSIFICATION; PRECISION MACHINING; STANDARD DEVIATION; TWO-DIMENSIONAL FEATURES; WAVELET PACKET;

EID: 76649097959     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmatprotec.2009.11.007     Document Type: Article
Times cited : (251)

References (32)
  • 3
    • 0141884906 scopus 로고    scopus 로고
    • Chatter identification with mutual information
    • Berger B., Belai C., and Anand D. Chatter identification with mutual information. Journal of Sound and Vibration 267 1 (2003) 178-186
    • (2003) Journal of Sound and Vibration , vol.267 , Issue.1 , pp. 178-186
    • Berger, B.1    Belai, C.2    Anand, D.3
  • 5
    • 77955835670 scopus 로고    scopus 로고
    • Detection of detection of the development of chatter in end milling operations by using index based reasoning (IBR)
    • Miami, Florida, USA, October 3-4
    • Bickraj K., Demetgul M., Tansel I.N., Kaya B., and Ozcelik B. Detection of detection of the development of chatter in end milling operations by using index based reasoning (IBR). Proceedings of 2008 ASME Early Career Technical Conference. Miami, Florida, USA, October 3-4 (2008)
    • (2008) Proceedings of 2008 ASME Early Career Technical Conference
    • Bickraj, K.1    Demetgul, M.2    Tansel, I.N.3    Kaya, B.4    Ozcelik, B.5
  • 8
    • 0037307417 scopus 로고    scopus 로고
    • On-line chatter detection using wavelet-based parameter estimation
    • Choi T., and Shin Y.C. On-line chatter detection using wavelet-based parameter estimation. Journal of Manufacturing Science and Engineering 125 1 (2003) 21-28
    • (2003) Journal of Manufacturing Science and Engineering , vol.125 , Issue.1 , pp. 21-28
    • Choi, T.1    Shin, Y.C.2
  • 10
    • 64049098096 scopus 로고    scopus 로고
    • Classification of power system disturbances using support vector machines
    • Ekici S. Classification of power system disturbances using support vector machines. Expert Systems with Applications 36 6 (2009) 9859-9868
    • (2009) Expert Systems with Applications , vol.36 , Issue.6 , pp. 9859-9868
    • Ekici, S.1
  • 16
    • 0031269772 scopus 로고    scopus 로고
    • A new method to detect regenerative chatter using spectral analysis. Part 1. Basic study on criteria for detection of chatter
    • Kondo E., Ota H., and Kawai T. A new method to detect regenerative chatter using spectral analysis. Part 1. Basic study on criteria for detection of chatter. ASME Journal of Manufacturing Science and Engineering 119 4A (1997) 461-466
    • (1997) ASME Journal of Manufacturing Science and Engineering , vol.119 , Issue.4 A , pp. 461-466
    • Kondo, E.1    Ota, H.2    Kawai, T.3
  • 17
    • 40649129708 scopus 로고    scopus 로고
    • Multisensor approaches for chatter detection in milling
    • Kuljanic E., Sortino M., and Totis G. Multisensor approaches for chatter detection in milling. Journal of Sound and Vibration 312 4-5 (2008) 672-693
    • (2008) Journal of Sound and Vibration , vol.312 , Issue.4-5 , pp. 672-693
    • Kuljanic, E.1    Sortino, M.2    Totis, G.3
  • 18
    • 0031117660 scopus 로고    scopus 로고
    • Tool wear and chatter detection using the coherence function of two crossed accelerations
    • Li X.Q., Wong Y.S., and Nee A.Y.C. Tool wear and chatter detection using the coherence function of two crossed accelerations. International Journal of Machine Tools and Manufacture 37 4 (1997) 425-435
    • (1997) International Journal of Machine Tools and Manufacture , vol.37 , Issue.4 , pp. 425-435
    • Li, X.Q.1    Wong, Y.S.2    Nee, A.Y.C.3
  • 19
    • 0032074857 scopus 로고    scopus 로고
    • A comprehensive identification of tool failure and chatter using a parallel multi-ART2 neural network
    • Li X.Q., Wong Y.S., and Nee A.Y.C. A comprehensive identification of tool failure and chatter using a parallel multi-ART2 neural network. Journal of Manufacturing Science and Engineering 120 2 (1998) 433-442
    • (1998) Journal of Manufacturing Science and Engineering , vol.120 , Issue.2 , pp. 433-442
    • Li, X.Q.1    Wong, Y.S.2    Nee, A.Y.C.3
  • 21
    • 36049010662 scopus 로고    scopus 로고
    • Prediction of cutting chatter based on hidden Markov model
    • Mei D.Q., Li X., and Chen Z.C. Prediction of cutting chatter based on hidden Markov model. Key Engineering Materials 353/358 (2007) 2712-2715
    • (2007) Key Engineering Materials , vol.353-358 , pp. 2712-2715
    • Mei, D.Q.1    Li, X.2    Chen, Z.C.3
  • 22
    • 60349086300 scopus 로고    scopus 로고
    • Monitoring a deep hole drilling process by nonlinear time series modeling
    • Messaoud A., and Weihs C. Monitoring a deep hole drilling process by nonlinear time series modeling. Journal of Sound and Vibration 321 3-5 (2009) 620-630
    • (2009) Journal of Sound and Vibration , vol.321 , Issue.3-5 , pp. 620-630
    • Messaoud, A.1    Weihs, C.2
  • 23
    • 58349091450 scopus 로고    scopus 로고
    • A SVM-based discretization method with application to associative classification
    • Park C.H., and Lee M. A SVM-based discretization method with application to associative classification. Expert Systems with Applications 36 3 (2009) 4784-4787
    • (2009) Expert Systems with Applications , vol.36 , Issue.3 , pp. 4784-4787
    • Park, C.H.1    Lee, M.2
  • 27
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens J.A.K., and Vandewalle J. Least squares support vector machine classifiers. Neural Processing Letters 9 3 (1999) 293-300
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 28
    • 27144468035 scopus 로고    scopus 로고
    • Transformations in machining. Part 2. Evaluation of machining quality and detection of chatter in turning by using s-transformation
    • Tansel I.N., Wang X., Chen P., Yenilmez A., and Ozcelik B. Transformations in machining. Part 2. Evaluation of machining quality and detection of chatter in turning by using s-transformation. International Journal of Machine Tools and Manufacture 46 1 (2006) 43-50
    • (2006) International Journal of Machine Tools and Manufacture , vol.46 , Issue.1 , pp. 43-50
    • Tansel, I.N.1    Wang, X.2    Chen, P.3    Yenilmez, A.4    Ozcelik, B.5
  • 29
    • 4544374968 scopus 로고    scopus 로고
    • Vibration analysis in high speed rough and finish milling hardened steel
    • Toh C.K. Vibration analysis in high speed rough and finish milling hardened steel. Journal of Sound and Vibration 278 1-2 (2004) 101-115
    • (2004) Journal of Sound and Vibration , vol.278 , Issue.1-2 , pp. 101-115
    • Toh, C.K.1
  • 32
    • 0029233757 scopus 로고
    • A study of the monitoring and suppression system for turning slender workpieces
    • Yeh L.J., and Lai G.J. A study of the monitoring and suppression system for turning slender workpieces. Journal of Engineering Manufacture 209 3 (1995) 227-236
    • (1995) Journal of Engineering Manufacture , vol.209 , Issue.3 , pp. 227-236
    • Yeh, L.J.1    Lai, G.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.