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Volumn 10, Issue 5, 2011, Pages 539-553

Q-statistic and t2-statistic pca-based measures for damage assessment in structures

Author keywords

aircraft structures; damage detection; principal component analysis

Indexed keywords

AIRCRAFT STRUCTURE; BASE LINE; DAMAGE ASSESSMENTS; DYNAMICAL RESPONSE; EXPERIMENTAL ASSESSMENT; HIGH-FREQUENCY VIBRATIONS; LOW-FREQUENCY VIBRATION; PCA MODEL; PRINCIPAL COMPONENTS; PZT; T2-STATISTIC; TURBINE BLADE; VIBRATION SIGNAL;

EID: 80052075757     PISSN: 14759217     EISSN: 17413168     Source Type: Journal    
DOI: 10.1177/1475921710388972     Document Type: Article
Times cited : (218)

References (29)
  • 11
    • 0042788746 scopus 로고    scopus 로고
    • What is a statistical Model?
    • McCullagh P. What is a statistical Model? Ann Stat 2002; 30(5): 1225-1310.
    • (2002) Ann Stat , vol.30 , Issue.5 , pp. 1225-1310
    • McCullagh, P.1
  • 13
    • 0032678376 scopus 로고    scopus 로고
    • Visualization and dimension reduction of high-dimensional data for damage detection
    • Worden K. and Manson G. Visualization and dimension reduction of high-dimensional data for damage detection. IMAC 1999; 17: 1576-1585.
    • (1999) IMAC , vol.17 , pp. 1576-1585
    • Worden, K.1    Manson, G.2
  • 14
    • 0035902057 scopus 로고    scopus 로고
    • Structural damage detection using artificial neural networks and measured FRF data reduced via principal component projection
    • Zang C. and Imregun M. Structural damage detection using artificial neural networks and measured FRF data reduced via principal component projection. J Sound Vib 2001; 242(5): 813-827.
    • (2001) J Sound Vib , vol.242 , Issue.5 , pp. 813-827
    • Zang, C.1    Imregun, M.2
  • 16
    • 17644400142 scopus 로고    scopus 로고
    • Structural damage diagnosis under varying environmental conditions-part II: local PCA for non-linear cases
    • Yan AM, Kerschen G., De Boe P. and Golinval JC Structural damage diagnosis under varying environmental conditions-part II: local PCA for non-linear cases. Mech Syst Signal Process 2005; 9: 865-880.
    • (2005) Mech Syst Signal Process , vol.9 , pp. 865-880
    • Yan, A.M.1    Kerschen, G.2    de Boe, P.3    Golinval, J.C.4
  • 17
    • 40949126904 scopus 로고    scopus 로고
    • Electro-mechanical impedance-based wireless structural health monitoring using PCA-data compression and k-means clustering algorithms
    • Park S., Lee JJ, Yun CB and Inman DJ Electro-mechanical impedance-based wireless structural health monitoring using PCA-data compression and k-means clustering algorithms. J Intell Mater Syst Struct 2007; 19(4): 509-520.
    • (2007) J Intell Mater Syst Struct , vol.19 , Issue.4 , pp. 509-520
    • Park, S.1    Lee, J.J.2    Yun, C.B.3    Inman, D.J.4
  • 18
    • 0037221009 scopus 로고    scopus 로고
    • A feature extraction technique based on principal component analysis for pulsed Eddy current NDT
    • Sophian A., Tian GY, Taylor D. and Rudlin J. A feature extraction technique based on principal component analysis for pulsed Eddy current NDT. NDTE Int 2003; 36: 37-41.
    • (2003) NDTE Int , vol.36 , pp. 37-41
    • Sophian, A.1    Tian, G.Y.2    Taylor, D.3    Rudlin, J.4
  • 19
    • 33947159132 scopus 로고    scopus 로고
    • Frequency response based damage detection using principal component analysis
    • In: IEEE International Conference on Information Acquisition, Hong Kong, China, June 27 to July 3, pp.407-412
    • Tang J. Frequency response based damage detection using principal component analysis. In: IEEE International Conference on Information Acquisition, Hong Kong, China, June 27 to July 3, 2005, pp.407-412.
    • (2005)
    • Tang, J.1
  • 20
    • 33748857906 scopus 로고    scopus 로고
    • Extracting structural damage features: comparison between PCA and ICA
    • In: Huang DS, Li K and Irwin G eds. Vol., pp, Berlin/ Heidelberg: Springer
    • Zhong A., Song H. and Han B. Extracting structural damage features: comparison between PCA and ICA. In: Huang DS, Li K and Irwin G eds. Intelligent computing in signal processing and pattern recognition, Lectures notes in control and informatic, Vol. 345. Berlin/ Heidelberg: Springer, 2006, pp.840-845.
    • (2006) Lectures Notes in Control and Informatic , vol.345 , pp. 840-845
    • Zhong, A.1    Song, H.2    Han, B.3
  • 21
    • 0034322535 scopus 로고    scopus 로고
    • Structural health monitoring using statistical process control
    • Sohn H., Czarnecki JA and Farrar CR Structural health monitoring using statistical process control. J Struct Eng 2000; 126(1): 1356-1363.
    • (2000) J Struct Eng , vol.126 , Issue.1 , pp. 1356-1363
    • Sohn, H.1    Czarnecki, J.A.2    Farrar, C.R.3
  • 22
    • 13344277402 scopus 로고    scopus 로고
    • Principal component analysis of a piezosensor array for damage localization
    • De Boe P. and Golinval JC Principal component analysis of a piezosensor array for damage localization. Struct Health Monitor J 2003; 2(2): 137-144.
    • (2003) Struct Health Monitor J , vol.2 , Issue.2 , pp. 137-144
    • de Boe, P.1    Golinval, J.C.2
  • 23
    • 80052058173 scopus 로고    scopus 로고
    • Structural damage detection based on PCA of vibration measurements
    • In: Proceedings of the 58th Meeting of the Society for Machinary Failure Prevention Technology On CD, Virginia
    • Golinval JC, De Boe P., Yan AM and Kerschen G. Structural damage detection based on PCA of vibration measurements. In: Proceedings of the 58th Meeting of the Society for Machinary Failure Prevention Technology On CD, Virginia, 2004.
    • (2004)
    • Golinval, J.C.1    de Boe, P.2    Yan, A.M.3    Kerschen, G.4
  • 24
    • 33846402112 scopus 로고    scopus 로고
    • Damage detection using stress waves and multivariate statistics: an experimental case study of an aircraft component
    • Mustapha F., Worden K., Pierce SG and Manson G. Damage detection using stress waves and multivariate statistics: an experimental case study of an aircraft component. Strain 2007; 43(1): 47-53.
    • (2007) Strain , vol.43 , Issue.1 , pp. 47-53
    • Mustapha, F.1    Worden, K.2    Pierce, S.G.3    Manson, G.4
  • 25
    • 41549169072 scopus 로고    scopus 로고
    • Vibration-based damage detection in an aircraft wing scaled model using principal component analysis and pattern recognition
    • Trendafilova I., Cartmell MP and Ostachowicz W. Vibration-based damage detection in an aircraft wing scaled model using principal component analysis and pattern recognition. J Sound Vib 2008; 313(3): 560-566.
    • (2008) J Sound Vib , vol.313 , Issue.3 , pp. 560-566
    • Trendafilova, I.1    Cartmell, M.P.2    Ostachowicz, W.3
  • 26
    • 0036722071 scopus 로고    scopus 로고
    • Waveform based clustering and classification of AE transients in composite laminates using principal components analysis
    • Johnson M. Waveform based clustering and classification of AE transients in composite laminates using principal components analysis. NDTE Int 2002; 35: 367-376.
    • (2002) NDTE Int , vol.35 , pp. 367-376
    • Johnson, M.1
  • 27
    • 0242369385 scopus 로고    scopus 로고
    • Development and benchmarking of multivariate statistical process control tools for a semiconductor etch process: impact of measurement selection and data treatment on sensitivity
    • In: pp, Kingston Upon Hull, UK
    • Wise BM, Gallagher NB, Butler SW, White D. and Barna GG Development and benchmarking of multivariate statistical process control tools for a semiconductor etch process: impact of measurement selection and data treatment on sensitivity. In: IFAC SAFEPROCESS '97, Kingston Upon Hull, UK, 1997, pp.35-42.
    • (1997) IFAC SAFEPROCESS '97 , pp. 35-42
    • Wise, B.M.1    Gallagher, N.B.2    Butler, S.W.3    White, D.4    Barna, G.G.5
  • 28
    • 0242354134 scopus 로고    scopus 로고
    • Statistical process monitoring: basics and beyond
    • Qin SJ Statistical process monitoring: basics and beyond. J Chemometrics 2003; 17: 480-502.
    • (2003) J Chemometrics , vol.17 , pp. 480-502
    • Qin, S.J.1
  • 29
    • 0000609488 scopus 로고    scopus 로고
    • Comparing alternative approaches for multivariate statistical analysis of batch process data
    • Westerhuis J., Kourti T. and MacGregor J. Comparing alternative approaches for multivariate statistical analysis of batch process data. J Chemometrics 1999; 13: 397-413.
    • (1999) J Chemometrics , vol.13 , pp. 397-413
    • Westerhuis, J.1    Kourti, T.2    MacGregor, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.