메뉴 건너뛰기




Volumn 88, Issue 7-8, 2010, Pages 467-482

Methodologies for model-free data interpretation of civil engineering structures

Author keywords

Clustering; Data interpretation; Pattern recognition; Principal component analyses; Signal processing; Structural health monitoring

Indexed keywords

CIVIL ENGINEERING STRUCTURES; CIVIL STRUCTURE; CLUSTERING; CLUSTERING DATA; COMPARATIVE STUDIES; COMPLEX STRUCTURE; DATA INTERPRETATION; FULL-SCALE STRUCTURES; MISSING DATA; MODEL FREE; ROBUST REGRESSIONS; STATISTICAL ANALYSIS; STRONG CORRELATION;

EID: 77049093410     PISSN: 00457949     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compstruc.2010.01.001     Document Type: Article
Times cited : (118)

References (54)
  • 2
    • 0034322535 scopus 로고    scopus 로고
    • Structural health monitoring using statistical process control
    • Sohn H., Czarneski J.A., and Farrar C.R. Structural health monitoring using statistical process control. J Struct Eng 126 11 (2000) 1356-1363
    • (2000) J Struct Eng , vol.126 , Issue.11 , pp. 1356-1363
    • Sohn, H.1    Czarneski, J.A.2    Farrar, C.R.3
  • 3
    • 84890584323 scopus 로고    scopus 로고
    • Damage detection algorithms for continuous static monitoring: Review and comparison
    • Wien, Austria, John Wiley & Sons;
    • Lanata L, Del Grosso A. Damage detection algorithms for continuous static monitoring: review and comparison. In: Proceeding of third European conference of structural control. Wien, Austria, John Wiley & Sons; 2004.
    • (2004) Proceeding of third European conference of structural control
    • Lanata, L.1    Del Grosso, A.2
  • 4
    • 0242601337 scopus 로고    scopus 로고
    • Detection of anomalous structural behaviour using wavelet analysis
    • Moyo P., and Brownjohn J.M.W. Detection of anomalous structural behaviour using wavelet analysis. Mech Syst Signal Process 16 2-3 (2002) 429-445
    • (2002) Mech Syst Signal Process , vol.16 , Issue.2-3 , pp. 429-445
    • Moyo, P.1    Brownjohn, J.M.W.2
  • 5
    • 0242686081 scopus 로고    scopus 로고
    • Structural damage assessment based on wavelet packet transform
    • Sun Z., and Chang C.C. Structural damage assessment based on wavelet packet transform. J Struct Eng, ASCE 128 10 (2002) 1354-1361
    • (2002) J Struct Eng, ASCE , vol.128 , Issue.10 , pp. 1354-1361
    • Sun, Z.1    Chang, C.C.2
  • 6
    • 26844533831 scopus 로고    scopus 로고
    • Wavelet packet based damage identification of beam structures
    • Han J.G., Ren W.X., and Sun Z.S. Wavelet packet based damage identification of beam structures. Int J Solids Struct 42 (2005) 6610-6627
    • (2005) Int J Solids Struct , vol.42 , pp. 6610-6627
    • Han, J.G.1    Ren, W.X.2    Sun, Z.S.3
  • 7
    • 23044440163 scopus 로고    scopus 로고
    • Experimental study of structural damage identification based on WPT and coupling N
    • Guo J., Chen Y., and Sun B.N. Experimental study of structural damage identification based on WPT and coupling N. J Zhejiang Univers Sci A 6A 7 (2005) 663-669
    • (2005) J Zhejiang Univers Sci A , vol.6 A , Issue.7 , pp. 663-669
    • Guo, J.1    Chen, Y.2    Sun, B.N.3
  • 8
    • 0347567522 scopus 로고    scopus 로고
    • Identification of unusual events in multi-channel bridge monitoring data
    • Omenzetter P., Brownjohn J.M.W., and Moyo P. Identification of unusual events in multi-channel bridge monitoring data. Mech Syst Signal Process 18 (2004) 409-430
    • (2004) Mech Syst Signal Process , vol.18 , pp. 409-430
    • Omenzetter, P.1    Brownjohn, J.M.W.2    Moyo, P.3
  • 10
    • 31144439579 scopus 로고    scopus 로고
    • Application of time series analysis for bridge health monitoring
    • Omenzetter P., and Brownjohn J.M.W. Application of time series analysis for bridge health monitoring. Smart Mater Struct 15 (2006) 129-138
    • (2006) Smart Mater Struct , vol.15 , pp. 129-138
    • Omenzetter, P.1    Brownjohn, J.M.W.2
  • 11
    • 77049109472 scopus 로고    scopus 로고
    • A novel time-domain auto-regressive model for structural damage diagnosis
    • Lu Y., and Gao F. A novel time-domain auto-regressive model for structural damage diagnosis. J Sound Vibr 291 1-2 (2006) 349-368
    • (2006) J Sound Vibr , vol.291 , Issue.1-2 , pp. 349-368
    • Lu, Y.1    Gao, F.2
  • 12
    • 30344437620 scopus 로고    scopus 로고
    • Time series based damage detection and localization algorithm with application to the ASCE benchmark structure
    • Nair K.K., Kiremidjan A.S., and Law K.H. Time series based damage detection and localization algorithm with application to the ASCE benchmark structure. J Sound Vibr 291 1 (2006) 349-368
    • (2006) J Sound Vibr , vol.291 , Issue.1 , pp. 349-368
    • Nair, K.K.1    Kiremidjan, A.S.2    Law, K.H.3
  • 13
    • 49249126033 scopus 로고    scopus 로고
    • Autoregressive coefficients based Hotelling's T2 control chart for structural health monitoring
    • Wang Z., and Ong K.C.G. Autoregressive coefficients based Hotelling's T2 control chart for structural health monitoring. Comput Struct 86 19-20 (2008) 1918-1935
    • (2008) Comput Struct , vol.86 , Issue.19-20 , pp. 1918-1935
    • Wang, Z.1    Ong, K.C.G.2
  • 14
    • 35548958182 scopus 로고    scopus 로고
    • Vibration-based structural health monitoring using output-only measurements under changing environment
    • Deraemaeker A., Reynders E., De Roeck G., and Kullaa J. Vibration-based structural health monitoring using output-only measurements under changing environment. Mech Syst Signal Process 22 (2008) 34-56
    • (2008) Mech Syst Signal Process , vol.22 , pp. 34-56
    • Deraemaeker, A.1    Reynders, E.2    De Roeck, G.3    Kullaa, J.4
  • 15
    • 39449117801 scopus 로고    scopus 로고
    • Model-free data interpretation for continuous monitoring of complex structures
    • Posenato D., Lanata F., Inaudi D., and Smith I.F.C. Model-free data interpretation for continuous monitoring of complex structures. Adv Eng Inform 22 1 (2008) 135-144
    • (2008) Adv Eng Inform , vol.22 , Issue.1 , pp. 135-144
    • Posenato, D.1    Lanata, F.2    Inaudi, D.3    Smith, I.F.C.4
  • 17
    • 33845425187 scopus 로고    scopus 로고
    • Numerical investigation of a new damage detection method based on proper orthogonal decomposition
    • Galvanetto U., and Violaris G. Numerical investigation of a new damage detection method based on proper orthogonal decomposition. Mech Syst Signal Process 21 (2007) 1346-1361
    • (2007) Mech Syst Signal Process , vol.21 , pp. 1346-1361
    • Galvanetto, U.1    Violaris, G.2
  • 18
    • 23844481362 scopus 로고    scopus 로고
    • A structural damage detection method using static noisy data
    • Bakhtiari-Nejad F., Rahai A., and Esfandiari A. A structural damage detection method using static noisy data. Eng Struct 27 12 (2005) 1784-1793
    • (2005) Eng Struct , vol.27 , Issue.12 , pp. 1784-1793
    • Bakhtiari-Nejad, F.1    Rahai, A.2    Esfandiari, A.3
  • 20
    • 0034205641 scopus 로고    scopus 로고
    • Validating the ISO/IEC 15504 measure of software requirements analysis process capability
    • Emam K.E., and Birk A. Validating the ISO/IEC 15504 measure of software requirements analysis process capability. IEEE Trans Software Eng 26 6 (2000) 541-566
    • (2000) IEEE Trans Software Eng , vol.26 , Issue.6 , pp. 541-566
    • Emam, K.E.1    Birk, A.2
  • 21
    • 85047673373 scopus 로고    scopus 로고
    • Missing data: our view of the state of the art
    • Schafer J.L., and Graham J.W. Missing data: our view of the state of the art. Psychol Methods 7 2 (2002) 147-177
    • (2002) Psychol Methods , vol.7 , Issue.2 , pp. 147-177
    • Schafer, J.L.1    Graham, J.W.2
  • 22
    • 33750994891 scopus 로고    scopus 로고
    • A new imputation method for small software project data sets
    • Song Q., and Shepperd M. A new imputation method for small software project data sets. J Syst Software 80 1 (2007) 51-62
    • (2007) J Syst Software , vol.80 , Issue.1 , pp. 51-62
    • Song, Q.1    Shepperd, M.2
  • 23
    • 7444220112 scopus 로고    scopus 로고
    • Evaluating a nearest-neighbor method to substitute continuous missing values
    • Australian joint conference on artificial intelligence, Perth
    • Hruschka ER, Hruschka Jr ER, Ebecken NFF. Evaluating a nearest-neighbor method to substitute continuous missing values. In: Australian joint conference on artificial intelligence, Perth, LNAI 2903; 2003. p. 723-34.
    • (2003) LNAI , vol.2903 , pp. 723-734
    • Hruschka, E.R.1    Hruschka Jr, E.R.2    Ebecken, N.F.F.3
  • 24
    • 0242498488 scopus 로고    scopus 로고
    • An analysis of four missing data treatment methods for supervised learning
    • Batista G.E.A.P.A., and Monard M.C. An analysis of four missing data treatment methods for supervised learning. Appl Artif Intell 17 (2003) 519-533
    • (2003) Appl Artif Intell , vol.17 , pp. 519-533
    • Batista, G.E.A.P.A.1    Monard, M.C.2
  • 25
    • 33746034603 scopus 로고    scopus 로고
    • Benchmarking k-nearest neighbour imputation with homogeneous Likert data source
    • Jönsson P., and Wohlin C. Benchmarking k-nearest neighbour imputation with homogeneous Likert data source. Emp Software Eng 11 3 (2006) 463-489
    • (2006) Emp Software Eng , vol.11 , Issue.3 , pp. 463-489
    • Jönsson, P.1    Wohlin, C.2
  • 26
    • 33745300193 scopus 로고    scopus 로고
    • A SVM regression based approach to filling in missing values. Knowledge-based intelligent information and engineering systems (KES05)
    • Feng H.A.B., Chen G.C., Yin C.D., Yang B.B., and Chen Y.E. A SVM regression based approach to filling in missing values. Knowledge-based intelligent information and engineering systems (KES05). Lect Notes Comput Sci 3683 (2005) 581-587
    • (2005) Lect Notes Comput Sci , vol.3683 , pp. 581-587
    • Feng, H.A.B.1    Chen, G.C.2    Yin, C.D.3    Yang, B.B.4    Chen, Y.E.5
  • 27
    • 33644535120 scopus 로고    scopus 로고
    • Framework for regression-based missing data imputation methods in on-line MSPC
    • Arteaga F., and Ferrer A. Framework for regression-based missing data imputation methods in on-line MSPC. J Chemomet 19 8 (2005) 439-447
    • (2005) J Chemomet , vol.19 , Issue.8 , pp. 439-447
    • Arteaga, F.1    Ferrer, A.2
  • 28
    • 0027588855 scopus 로고
    • Duration and frequency of seasonal traffic counts
    • Sharma S.C., and Allipuram R. Duration and frequency of seasonal traffic counts. J Transport Eng 119 3 (1993) 344-359
    • (1993) J Transport Eng , vol.119 , Issue.3 , pp. 344-359
    • Sharma, S.C.1    Allipuram, R.2
  • 29
    • 33845312625 scopus 로고    scopus 로고
    • Matching hourly, daily, and monthly traffic patterns to estimate missing volume data, transportation research record
    • Zhong M., and Sharma S. Matching hourly, daily, and monthly traffic patterns to estimate missing volume data, transportation research record. J Transport Res Board 1957 (2006) 32-42
    • (2006) J Transport Res Board , vol.1957 , pp. 32-42
    • Zhong, M.1    Sharma, S.2
  • 31
    • 9144272961 scopus 로고    scopus 로고
    • Missing values, outliers, robust statistics and non-parametric methods
    • Burke S. Missing values, outliers, robust statistics and non-parametric methods. LCGC Eur Online Suppl Statist Data Anal 14 2 (2005) 19-24
    • (2005) LCGC Eur Online Suppl Statist Data Anal , vol.14 , Issue.2 , pp. 19-24
    • Burke, S.1
  • 32
    • 0040481253 scopus 로고    scopus 로고
    • A comparison of multivariate outlier detection methods for clinical laboratory safety data
    • Penny K.I., and Jolliffe I.T.M. A comparison of multivariate outlier detection methods for clinical laboratory safety data. The Statistician 50 3 (2001) 295-308
    • (2001) The Statistician , vol.50 , Issue.3 , pp. 295-308
    • Penny, K.I.1    Jolliffe, I.T.M.2
  • 34
    • 33947675295 scopus 로고    scopus 로고
    • Performance evaluation of imputation methods for incomplete datasets
    • Yenduri S., and Iyengar S.S. Performance evaluation of imputation methods for incomplete datasets. Int J Software Eng 17 1 (2007) 127-152
    • (2007) Int J Software Eng , vol.17 , Issue.1 , pp. 127-152
    • Yenduri, S.1    Iyengar, S.S.2
  • 35
    • 35648969966 scopus 로고    scopus 로고
    • Integrity monitoring of an old steel bridge using fiber optic distributed sensors based on Brillouin scattering
    • Glišić B., Posenato D., and Inaudi D. Integrity monitoring of an old steel bridge using fiber optic distributed sensors based on Brillouin scattering. Proc SPIE 6531 (2007) 65310P
    • (2007) Proc SPIE , vol.6531
    • Glišić, B.1    Posenato, D.2    Inaudi, D.3
  • 37
    • 34250796193 scopus 로고    scopus 로고
    • A multi-algorithm procedure for damage location and quantification in the field of continuous static monitoring of structures
    • Lanata F., and Posenato D. A multi-algorithm procedure for damage location and quantification in the field of continuous static monitoring of structures. Key Eng Mater 347 (2007) 89-94
    • (2007) Key Eng Mater , vol.347 , pp. 89-94
    • Lanata, F.1    Posenato, D.2
  • 38
    • 77049107141 scopus 로고    scopus 로고
    • Omenzetter P, Brownjohn JMW. Application of time series and Kalman filtering for structural health monitoring of a bridge. In: Proceeding of second European workshop on structural health monitoring, Munich, Germany; 2004. p. 836-43.
    • Omenzetter P, Brownjohn JMW. Application of time series and Kalman filtering for structural health monitoring of a bridge. In: Proceeding of second European workshop on structural health monitoring, Munich, Germany; 2004. p. 836-43.
  • 41
    • 0033949806 scopus 로고    scopus 로고
    • Wavelet-based approach for structural damage detection
    • Hou Z., Noori M., and Amand R.St. Wavelet-based approach for structural damage detection. J Eng Mech Div, Am Soc Civ Eng 12 7 (2000) 677-683
    • (2000) J Eng Mech Div, Am Soc Civ Eng , vol.12 , Issue.7 , pp. 677-683
    • Hou, Z.1    Noori, M.2    Amand, R.St.3
  • 42
    • 0003833285 scopus 로고
    • Society for Industrial and Applied Mathematics, Philadelphia 357
    • Daubechies I. Ten lectures on wavelets (1992), Society for Industrial and Applied Mathematics, Philadelphia 357
    • (1992) Ten lectures on wavelets
    • Daubechies, I.1
  • 43
    • 0037269096 scopus 로고    scopus 로고
    • Damage assessment using vibration analysis on the Z24-bridge
    • Maeck J., and De Roeck G. Damage assessment using vibration analysis on the Z24-bridge. Mech Syst Signal Process 17 1 (2003) 133-142
    • (2003) Mech Syst Signal Process , vol.17 , Issue.1 , pp. 133-142
    • Maeck, J.1    De Roeck, G.2
  • 44
    • 18244372161 scopus 로고    scopus 로고
    • A review of robust regression and diagnostic procedures in linear regression
    • Nethal J. A review of robust regression and diagnostic procedures in linear regression. Acta Mathematicae Applicatae Sinica 21 2 (2005) 209-224
    • (2005) Acta Mathematicae Applicatae Sinica , vol.21 , Issue.2 , pp. 209-224
    • Nethal, J.1
  • 48
    • 49749143714 scopus 로고    scopus 로고
    • Computing correlation anomaly scores using stochastic nearest neighbors, Omaha, USA
    • Idé T, Papadimitriou S, Vlachos M. Computing correlation anomaly scores using stochastic nearest neighbors, Omaha, USA, ICDM; 2007. p. 523-8.
    • (2007) ICDM , pp. 523-528
    • Idé, T.1    Papadimitriou, S.2    Vlachos, M.3
  • 50
    • 44349112427 scopus 로고    scopus 로고
    • Structural health monitoring method for curved concrete bridge box girders
    • Glisic B, Posenato D, Inaudi D, Figini A. Structural health monitoring method for curved concrete bridge box girders. In: Proceedings of the SPIE, vol. 6932; 2008. p. 693204.
    • (2008) Proceedings of the SPIE , vol.6932 , pp. 693204
    • Glisic, B.1    Posenato, D.2    Inaudi, D.3    Figini, A.4
  • 51
    • 0033686030 scopus 로고    scopus 로고
    • Global monitoring concept for bridges
    • Bergmeister K., and Santa U. Global monitoring concept for bridges. Proc SPIE 3995 (2000) 14-25
    • (2000) Proc SPIE , vol.3995 , pp. 14-25
    • Bergmeister, K.1    Santa, U.2
  • 53
    • 40849142361 scopus 로고    scopus 로고
    • Improving knowledge of structural system behavior through multiple models
    • Smith I.F.C., and Saitta S. Improving knowledge of structural system behavior through multiple models. J Struct Eng 134 4 (2008) 553-561
    • (2008) J Struct Eng , vol.134 , Issue.4 , pp. 553-561
    • Smith, I.F.C.1    Saitta, S.2
  • 54
    • 70249143907 scopus 로고    scopus 로고
    • Configuring and enhancing measurement systems for damage identification
    • Kripakaran P., and Smith I.F.C. Configuring and enhancing measurement systems for damage identification. Adv Eng Informat 24 4 (2009)
    • (2009) Adv Eng Informat , vol.24 , Issue.4
    • Kripakaran, P.1    Smith, I.F.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.