Structural damage detection based on stochastic subspace identification and statistical pattern recognition: I. Theory

Smart Materials and Structures

Volumn 20, Issue 11, 2011, Pages

  Ren, W X ^a,b   Lin, Y Q ^c   Fang, S E ^a  

^a HEFEI UNIVERSITY OF TECHNOLOGY   (China)

^b CENTRAL SOUTH UNIVERSITY   (China)

^c FUZHOU UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BEAM STRUCTURES; DAMAGE FEATURES; DAMAGE INDEX; DECISION FUNCTIONS; ENVIRONMENTAL TEMPERATURE; ENVIRONMENTAL VARIATIONS; EUCLIDEAN DISTANCE; MAHALANOBIS; MATRIX; MODEL-BASED OPC; MODELING ERRORS; NEW DAMAGE; NONSINGULARITY; NUMERICAL SIGNALS; REINFORCED CONCRETE BEAMS; RESPONSE MEASUREMENT; STANDARD FORM; STATISTICAL PATTERN RECOGNITION; STOCHASTIC SUBSPACE IDENTIFICATION; STRUCTURAL DAMAGE DETECTION; STRUCTURAL RESPONSE; SYSTEM MATRICES; VIBRATING SYSTEMS; VIBRATION-BASED STRUCTURAL HEALTH MONITORING;

ARCH BRIDGES; CONCRETE PRODUCTS; DYNAMIC RESPONSE; FACE RECOGNITION; FEATURE EXTRACTION; NUMERICAL METHODS; REINFORCED CONCRETE; STATISTICS; STOCHASTIC MODELS; STOCHASTIC SYSTEMS; STRUCTURAL HEALTH MONITORING; VECTORS; VIBRATION ANALYSIS;

DAMAGE DETECTION;

EID: 80155135598     PISSN: 09641726     EISSN: 1361665X     Source Type: Journal    
DOI: 10.1088/0964-1726/20/11/115009     Document Type: Article

References (27)

1. Farrar C R and Worden K 2007 An introduction to structural health monitoring Phil. Trans. R. Soc. A 365 303-15
2. Doebling S W, Farrar C R and Prime M B 1998 A summary review of vibration-based damage identification methods Shock Vib. Dig. 30 91-105 (Pubitemid 128625844)
3. Yan Y J, Cheng L, Wu Z Y and Yam L H 2007 Development in vibration-based structural damage detection technique Mech. Syst. Signal Process. 21 2198-211 (Pubitemid 46550768)
4. Farrar C R, Doebling S W, Cornwell P J and Straser E G 1997 Variability of modal parameters measured on the Alamosa Canyon bridge Proc. 15th Int. Modal Analysis Conf. (Orlando, FL) pp257-63
5. Peeters B, Maeck J and De Roeck G 2000 Vibration-based damage detection in civil engineering: excitation sources and temperature effects Smart Mater. Struct. 10 518-27 (Pubitemid 32637035)
6. Peeters B and De Roeck G 2001 One-year monitoring of the Z24-Bridge: environmental effects versus damage event Earthq. Eng. Struct. Dyn. 30 149-71 (Pubitemid 32206014)
7. Deraemaeker A, Reynders E, De Roeck G and Kullaa J 2008 Vibration-based structural health monitoring using output-only measurements under changing environment Mech. Syst. Signal Process. 22 34-56 (Pubitemid 350008021)
8. Limongelli M P 2010 Frequency response function interpolation for damage detection under changing environment Mech. Syst. Signal Process. 24 2898-913
9. Ren W X and De Roeck G 2002 Structural damage identification using modal data, I: simulation verification J. Struct. Eng. (ASCE) 128 87-95 (Pubitemid 34125171)
10. Ren W X and De Roeck G 2002 Structural damage identification using modal data, II: test verification J. Struct. Eng. (ASCE) 128 96-104 (Pubitemid 34125172)
11. Fang S E, Perera R and De Roeck G 2008 Damage identification of a reinforced concrete frame by finite element model updating using damage parameterization J. Sound Vib. 313 544-59
12. Fang S E and Perera R 2009 A response surface methodology based damage identification technique Smart Mater. Struct. 18 065009
13. Li X Y and Law S S 2010 Matrix of the covariance of covariance of acceleration responses for damage detection from ambient vibration measurements Mech. Syst. Signal Process. 24 945-56
14. Han J G, Ren W X and Sun Z S 2005 Wavelet packet based damage identification of beam structures Int. J. Solids Struct. 42 6610-27
15. Ren W X, Sun Z S, Xia Y, Hao H and Deeks A 2008 Damage identification of shear connectors with wavelet packet energy: laboratory test study J. Struct. Eng. (ASCE) 134 832-41 (Pubitemid 351549543)
16. Ren W X and Sun Z S 2008 Structural damage identification by using wavelet entropy Eng. Struct. 30 2840-9
17. Overschee V P and Moor D B 1996 Subspace Identification for Linear Systems: Theory-Implementation-Applications (Dordrecht: Kluwer Academic)
18. Basseville M, Abdelghani M and Benveniste A 2000 Subspace-based fault detection algorithms for vibration monitoring Automatica 36 101-9 (Pubitemid 30509529)
19. Mevel L, Hermans L and Van de Auweraer H 1999 Application of a subspace-based fault detection method to industrial structures Mech. Syst. Signal Process. 13 823-38 (Pubitemid 30515440)
20. Basseville M, Mevel L, Vecchio A, Peeters B and Van de Auweraer H 2003 Output-only stochastic subspace-based damage detection - application to a reticular structure Struct. Health Monit. 2 161-8
21. Mevel L, Goursat M and Basseville M 2003 Stochastic subspace-based structural identification and damage detection and localization - application to the Z24 bridge benchmark Mech. Syst. Signal Process. 17 143-51 (Special Issue on COST F3 benchmarks)
22. Mevel L, Goursat M and Basseville M 2003 Stochastic subspace-based structural identification and damage detection and localization - application to the steel-quake benchmark Mech. Syst. Signal Process. 17 91-101 (Special Issue on COST F3 benchmarks)
23. Yan A M, De Boe P and Golinval J C 2004 Structural damage diagnosis by Kalman model based on stochastic subspace identification Struct. Health Monit. 3 103-19
24. Loh C H, Weng J H, Liu Y C, Lin P Y and Huang S K 2011 Structural damage diagnosis based on on-line recursive stochastic subspace identification Smart Mater. Struct. 20 055004
25. Lin Y Q, Ren W X and Fang S E 2011 Structural damage detection based on stochastic subspace identification and statistic pattern recognition: II. Experimental validation under varying temperature Smart Mater. Struct. 20 115010
26. Kalman R E 1960 A new approach to linear filtering and prediction problems Trans. ASME D 82 35-45
27. Wolovich W A 1974 Linear Multivariable Systems (New York: Springer)