메뉴 건너뛰기




Volumn 229, Issue 12, 2015, Pages 2303-2313

Sparse representation based on adaptive multiscale features for robust machinery fault diagnosis

Author keywords

dictionary learning; evidence theory; fault diagnosis; global and local features; K SVD; Sparse representation

Indexed keywords

FAILURE ANALYSIS; FEATURE EXTRACTION; MACHINERY;

EID: 84937851164     PISSN: 09544062     EISSN: 20412983     Source Type: Journal    
DOI: 10.1177/0954406214557343     Document Type: Article
Times cited : (22)

References (30)
  • 1
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • Mallat SG, Zhang Z,. Matching pursuits with time-frequency dictionaries. IEEE Trans Signal Process 1993; 41 (12): 3397-3415.
    • (1993) IEEE Trans Signal Process , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.G.1    Zhang, Z.2
  • 2
    • 33846784838 scopus 로고    scopus 로고
    • Application of atomic decomposition to gear damage detection
    • Feng Z, Chu F,. Application of atomic decomposition to gear damage detection. J Sound Vib 2007; 302 (1): 138-151.
    • (2007) J Sound Vib , vol.302 , Issue.1 , pp. 138-151
    • Feng, Z.1    Chu, F.2
  • 3
    • 0036604711 scopus 로고    scopus 로고
    • Bearing failure detection using matching pursuit
    • Liu B, Ling S, Gribonval R,. Bearing failure detection using matching pursuit. NDT & E Int 2002; 35 (4): 255-262.
    • (2002) NDT & E Int , vol.35 , Issue.4 , pp. 255-262
    • Liu, B.1    Ling, S.2    Gribonval, R.3
  • 4
    • 4344678288 scopus 로고    scopus 로고
    • Fault diagnosis of rolling element bearings using basis pursuit
    • Yang H, Mathew J, Ma L,. Fault diagnosis of rolling element bearings using basis pursuit. Mech Syst Signal Process 2005; 19 (2): 341-356.
    • (2005) Mech Syst Signal Process , vol.19 , Issue.2 , pp. 341-356
    • Yang, H.1    Mathew, J.2    Ma, L.3
  • 7
    • 84884552312 scopus 로고    scopus 로고
    • The diagnosis of rolling bearing based on the parameters of pulse atoms and degree of cyclostationarity
    • Wang X, Zhu H, Wang D,. The diagnosis of rolling bearing based on the parameters of pulse atoms and degree of cyclostationarity. J Vibroeng 2013; 15 (3): 1560-1575.
    • (2013) J Vibroeng , vol.15 , Issue.3 , pp. 1560-1575
    • Wang, X.1    Zhu, H.2    Wang, D.3
  • 8
    • 79959821845 scopus 로고    scopus 로고
    • Application of composite dictionary multi-atom matching in gear fault diagnosis
    • Cui L, Kang C, Wang H,. Application of composite dictionary multi-atom matching in gear fault diagnosis. Sensors 2011; 11 (6): 5981-6002.
    • (2011) Sensors , vol.11 , Issue.6 , pp. 5981-6002
    • Cui, L.1    Kang, C.2    Wang, H.3
  • 9
    • 84859158087 scopus 로고    scopus 로고
    • A novel scheme for fault detection of reciprocating compressor valves based on basis pursuit, wave matching and support vector machine
    • Qin Q, Jiang Z-N, Feng K,. A novel scheme for fault detection of reciprocating compressor valves based on basis pursuit, wave matching and support vector machine. Measurement 2012; 45 (5): 897-908.
    • (2012) Measurement , vol.45 , Issue.5 , pp. 897-908
    • Qin, Q.1    Jiang, Z.-N.2    Feng, K.3
  • 10
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen BA,. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 1996; 381 (6583): 607-609.
    • (1996) Nature , vol.381 , Issue.6583 , pp. 607-609
    • Olshausen, B.A.1
  • 13
    • 0034133184 scopus 로고    scopus 로고
    • Learning overcomplete representations
    • Lewicki MS, Sejnowski TJ,. Learning overcomplete representations. Neural Comput 2000; 12 (2): 337-365.
    • (2000) Neural Comput , vol.12 , Issue.2 , pp. 337-365
    • Lewicki, M.S.1    Sejnowski, T.J.2
  • 14
    • 33750383209 scopus 로고    scopus 로고
    • K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
    • Aharon M, Elad M, Bruckstein A,. K-svd: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans Signal Process 2006; 54 (11): 4311-4322.
    • (2006) IEEE Trans Signal Process , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 15
    • 80052341119 scopus 로고    scopus 로고
    • Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit
    • Rubinstein R, Zibulevsky M and Elad M. Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit. CS Technion, 2008, 40.
    • (2008) CS Technion , pp. 40
    • Rubinstein, R.1    Zibulevsky, M.2    Elad, M.3
  • 17
    • 78649634282 scopus 로고    scopus 로고
    • Adaptive feature extraction using sparse coding for machinery fault diagnosis
    • Liu H, Liu C, Huang Y,. Adaptive feature extraction using sparse coding for machinery fault diagnosis. Mech Syst Signal Process 2011; 25 (2): 558-574.
    • (2011) Mech Syst Signal Process , vol.25 , Issue.2 , pp. 558-574
    • Liu, H.1    Liu, C.2    Huang, Y.3
  • 18
    • 33644513420 scopus 로고    scopus 로고
    • Efficient auditory coding
    • Smith EC, Lewicki MS,. Efficient auditory coding. Nature 2006; 439 (7079): 978-982.
    • (2006) Nature , vol.439 , Issue.7079 , pp. 978-982
    • Smith, E.C.1    Lewicki, M.S.2
  • 20
    • 77952717202 scopus 로고    scopus 로고
    • Sparse representation for computer vision and pattern recognition
    • Wright J, Ma Y, Mairal J,. Sparse representation for computer vision and pattern recognition. Proc IEEE 2010; 98 (6): 1031-1044.
    • (2010) Proc IEEE , vol.98 , Issue.6 , pp. 1031-1044
    • Wright, J.1    Ma, Y.2    Mairal, J.3
  • 21
    • 79551671377 scopus 로고    scopus 로고
    • Robust hierarchical framework for image classification via sparse representation
    • Zuo Y, Zhang B,. Robust hierarchical framework for image classification via sparse representation. Tsinghua Sci Technol 2011; 16 (1): 13-21.
    • (2011) Tsinghua Sci Technol , vol.16 , Issue.1 , pp. 13-21
    • Zuo, Y.1    Zhang, B.2
  • 22
    • 68149125478 scopus 로고    scopus 로고
    • Hierarchical ensemble of global and local classifiers for face recognition
    • Su Y, Shan S, Chen X,. Hierarchical ensemble of global and local classifiers for face recognition. IEEE Trans Image Process 2009; 18 (8): 1885-1896.
    • (2009) IEEE Trans Image Process , vol.18 , Issue.8 , pp. 1885-1896
    • Su, Y.1    Shan, S.2    Chen, X.3
  • 23
    • 84855425423 scopus 로고    scopus 로고
    • Distances in evidence theory: Comprehensive survey and generalizations
    • Jousselme A-L, Maupin P,. Distances in evidence theory: Comprehensive survey and generalizations. Int J Approx Reason 2012; 53 (2): 118-145.
    • (2012) Int J Approx Reason , vol.53 , Issue.2 , pp. 118-145
    • Jousselme, A.-L.1    Maupin, P.2
  • 25
    • 78650474676 scopus 로고    scopus 로고
    • Estimating human pose from occluded images
    • Zha H, Taniguchi R and Maybank S (eds) New York: Springer
    • Huang J-B, Yang M-H,. Estimating human pose from occluded images. In: Zha H, Taniguchi R and Maybank S (eds) Computer vision-ACCV 2009, New York: Springer, 2010, pp. 48-60.
    • (2010) Computer vision-ACCV 2009 , pp. 48-60
    • Huang, J.-B.1    Yang, M.-H.2
  • 26
    • 84870460298 scopus 로고    scopus 로고
    • Case Western Reserve University
    • Loparo K. Bearing vibration dataset. Case Western Reserve University, http://www.eecs.cwru.edu/laboratory/bearing/download.htm, 2003.
    • (2003) Bearing vibration dataset
    • Loparo, K.1
  • 27
    • 84870453135 scopus 로고    scopus 로고
    • An intelligent fault identification method of rolling bearings based on LSSVM optimized by improved PSO
    • Xu H, Chen G,. An intelligent fault identification method of rolling bearings based on LSSVM optimized by improved PSO. Mech Syst Signal Process 2013; 35 (1): 167-175.
    • (2013) Mech Syst Signal Process , vol.35 , Issue.1 , pp. 167-175
    • Xu, H.1    Chen, G.2
  • 28
    • 84887076706 scopus 로고    scopus 로고
    • Fault diagnosis of induction motors utilizing local binary pattern-based texture analysis
    • Shahriar MR, Ahsan T, Chong U,. Fault diagnosis of induction motors utilizing local binary pattern-based texture analysis. EURASIP J Image Video Process 2013; 2013 (1): 1-11.
    • (2013) EURASIP J Image Video Process , vol.2013 , Issue.1 , pp. 1-11
    • Shahriar, M.R.1    Ahsan, T.2    Chong, U.3
  • 29
    • 84873028042 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier
    • Shen C, Wang D, Kong F,. Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier. Measurement 2013; 46 (4): 1551-1564.
    • (2013) Measurement , vol.46 , Issue.4 , pp. 1551-1564
    • Shen, C.1    Wang, D.2    Kong, F.3
  • 30
    • 79957439082 scopus 로고    scopus 로고
    • Detection and diagnosis of bearing and cutting tool faults using hidden Markov models
    • Boutros T, Liang M,. Detection and diagnosis of bearing and cutting tool faults using hidden Markov models. Mech Syst Signal Process 2011; 25 (6): 2102-2124.
    • (2011) Mech Syst Signal Process , vol.25 , Issue.6 , pp. 2102-2124
    • Boutros, T.1    Liang, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.