Synchrosqueezed wavelet transform-fractality model for locating, detecting, and quantifying damage in smart highrise building structures

Smart Materials and Structures

Volumn 24, Issue 6, 2015, Pages

  Amezquita Sanchez, Juan P ^a   Adeli, Hojjat ^b  

^a UNIVERSIDAD AUTÓNOMA DE QUERÉTARO   (Mexico)

^b OHIO STATE UNIVERSITY   (United States)

Author keywords

Smart structures; Vibration control; Wavelets

Indexed keywords

CHAOS THEORY; COMPUTATION THEORY; FINITE DIFFERENCE METHOD; FRACTALS; INTELLIGENT STRUCTURES; SIGNAL DETECTION; STRUCTURAL ANALYSIS; VIBRATION CONTROL; WAVELET TRANSFORMS;

BOX DIMENSION; CONCRETE BUILDING STRUCTURES; DAMAGE LOCATION; HIGH-RISE BUILDING STRUCTURE; SCALED MODELING; STRUCTURAL DAMAGES; TIME SERIES SIGNALS; WAVELETS;

DAMAGE DETECTION;

EID: 84930000306     PISSN: 09641726     EISSN: 1361665X     Source Type: Journal    
DOI: 10.1088/0964-1726/24/6/065034     Document Type: Article

References (68)

1. Acharya U R, Yanti R, Wei Z J, Ramakrishnan M M, Hong T J, Martis R J and Min L C 2013 Automated diagnosis of epilepsy using CWT, HOS and texture parameters Int. J. Neural Syst. 23 1350009
2. Adeli H and Ghosh-Dastidar S 2010 Automated EEG-Based Diagnosis of Neurological Disorders - Inventing the Future of Neurology (Boca Raton, FL: CRC Press)
3. Adeli H and Jiang X 2006 Dynamic fuzzy wavelet neural network model for structural system identification J. Struct. Eng. 132 102-11 (ASCE)
4. Adeli H and Jiang X 2009 Intelligent Infrastructure: Neural Networks, Wavelets, and Chaos Theory for Intelligent Transportation Systems and Smart Structures (Boca Raton, FL: CRC Press)
5. Adeli H and Karim A 2005 Wavelets in Intelligent Transportation Systems (Chichester: Wiley)
6. Adeli H and Kim H 2009 Wavelet-Based Vibration Control of Smart Buildings and Bridges (Boca Raton, FL: CRC Press)
7. Adewuyi A P and Wu Z 2011 Vibration-based damage localization in flexural structures using normalized modal macrostrain techniques from limited measurements Comput. Aided Civ. Infrastruct. Eng. 26 154-72
8. Ahmadlou M and Adeli H 2010 Wavelet-synchronization methodology: A new spproach for EEG-based diagnosis of ADHD Clin. EEG Neurosci. 41 1-10
9. Ahmadlou M, Adeli H and Adeli A 2010 Fractality and a wavelet-chaos-neural network methodology for EEG-based diagnosis of autistic spectrum disorder J. Clin. Neurophysiol. 27 328-33
10. Ahmadlou M, Adeli H and Adeli A 2011 Fractality and a wavelet-chaos-methodology for EEG-based diagnosis of Alzheimer disease Alzheimer Disease Assoc. Disorders 25 85-92
11. Ahmadlou M, Adeli H and Adeli A 2012 Improved visibility graph fractality with application for the diagnosis of autism spectrum disorder Physica A 391 4720-6
12. Amezquita-Sanchez J P, Osornio-Rios R A, Romero-Troncoso R J et al 2012 Hardware-software system for simulating and analyzing earthquakes applied to civil structures Nat. Hazards Earth Syst. Sci. 12 61-73
13. Amini F and Zabihi-Samani M 2014 A wavelet-based adaptive pole assignment method for structural control Comput. Aided Civ. Infrastruct. Eng. 29 464-77
14. Butcher J B, Day C R, Austin J C, Haycock P W, Verstraeten D and Schrauwen B 2014 Defect detection in reinforced concrete using random neural architectures Comput. Aided Civ. Infrastruct. Eng. 29 191-207
15. Cao M S and Qiao P Z 2009 On the wavelet-fractal nonlinear damage diagnosis of mechanical systems Smart Mater. Struct. 18 085022
16. Chen S L, Liu J J and Lai H C 2009 Wavelet analysis for identification of damping ratios and natural frequencies J. Sound Vib. 323 130-47
17. Daubechies I, Lu J and Wu H T 2011 Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool Appl. Comput. Harm. Anal. 30 243-61
18. Farhidzadeh A, Dehghan-Niri E, Salamone S, Luna B and Whittaker A 2013 Monitoring crack propagation in reinforced concrete shear walls by acoustic emission J. Struct. Eng. 139 04013010
19. Farhidzadeh A and Salamone S 2015 Reference-free corrosion damage diagnosis in steel strands using guided ultrasonic waves Ultrasonics 57 198-208
20. Fuggini C, Chatzi E, Zangani D and Messervey T B 2013 Combining genetic algorithm with a meso-scale approach for system identification of a smart polymeric textile Comput. Aided Civ. Infrastruct. Eng. 28 227-45
21. Garcia-Palencia A J and Santini-Bell E 2013 A two-step model updating algorithm for parameter identification of linear elastic damped structures Comput. Aided Civ. Infrastruct. Eng. 28 509-21
22. Garcia-Perez A, Amezquita-Sanchez J P, Dominguez-Gonzalez A, Sedaghati R, Osornio-Rios R and Romero-Troncoso R J 2013 Fused empirical mode decomposition and wavelets for locating combined damage in a truss-type structure through vibration analysis J. Zhejiang Univ. SCIENCE A 14 615-30
23. Gul M and Necati Catbas F 2011 Damage assessment with ambient vibration data using a novel time series analysis methodology J. Struct. Eng. 137 1518-26
24. Hampel F R 1974 The influence curve and its role in robust estimation J. Am. Stat. Assoc. 69 383-93
25. He Z, You X, Zhou L, Cheung Y and Tang Y Y 2010 Writer identification using fractal dimension of wavelet subbands in gabor domain Integr.Comput. Aided Eng. 17 157-65
26. Higuchi T 1988 Approach to an irregular time series on the basis of the fractal theory Physica D 31 277-83
27. Hsu W Y 2013 Single-trial motor imagery classification using asymmetry ratio, phase relation and wavelet-based fractal features, and their selected combination Int. J. Neural Syst. 23 1350007
28. Hu X Y, Wang B and Ji H 2013 A wireless sensor network-based structural health monitoring system for highway bridges Comput. Aided Civ. Infrastruct. Eng. 28 193-209
29. Huang Y, Beck J L, Wu S and Li H 2014 Robust Bayesian compressive sensing for signals in structural health monitoring Comput. Aided Civ. Infrastruct. Eng. 29 160-79
30. Huang N E, Shen Z, Long S R, Wu M C, Shih H H, Zheng Q, Yen N C, Tung C C and Liu H H 1998 The empirical mode decomposition and Hilbert spectrum for non-linear and non-stationary time series analysis Proc. R. Soc. A 454 903-95
31. Inman D J 1994 Engineering Vibration (Englewood Cliffs, NJ: Prentice Hall)
32. Jiang X and Adeli H 2004 Wavelet packet-autocorrelation function method for traffic flow pattern analysis Comput. Aided Civ. Infrastruct. Eng. 19 324-37
33. Jiang X and Adeli H 2005 Dynamic wavelet neural network for nonlinear identification of highrise buildings Comput. Aided Civ. Infrastruct. Eng. 20 316-30
34. Jiang X and Adeli H 2007 Pseudospectrum, MUSIC, and dynamic wavelet neural network for damage detection of highrise buildings Int. J. Numer. Methods Eng. 71 606-29
35. Jiang X, Mahadevan S and Adeli H 2007 Bayesian wavelet packet denoising for structural system identification Struct. Control Health Monit. 14 333-56
36. Karim A and Adeli H 2002 Incident detection algorithm using wavelet energy representation of traffic patterns J. Transp. Eng. 128 232-42 (ASCE)
37. Karim A and Adeli H 2003 Fast automatic incident detection on urban and rural freeways using wavelet energy algorithm J. Transp. Eng. 129 57-68 (ASCE)
38. Katicha S W, Flintsch G, Ferne B and Bryce J 2013 Wavelet denoising of TSD deflection slope measurements for improved pavement structural evaluation Comput. Aided Civ. Infrastruct. Eng. 29 399-415
39. Katz M J 1988 Fractals and the analysis of waveforms Comput. Biol. Med. 18 145-56
40. Khelifa M R and Guessasma S 2013 New computational model based on finite element method to quantify damage evolution due to external sulfate attack on self-compacting concretes Comput. Aided Civ. Infrastruct. Eng. 28 260-72
41. Kodogiannis V S, Amina M and Petrounias I 2013 A clustering-based fuzzy-wavelet neural network model for short-term load forecasting Int. J. Neural Syst. 23 1350024
42. Lee J and Kim S 2007 Structural damage detection in the frequency domain using neural networks J. Intell. Mater. Syst. Struct. 18 785-92
43. Li H, Huang Y, Chen W L, Ma M L, Tao D W and Ou J P 2011a Estimation and warning of fatigue damage of FRP stay cables based on acoustic emissions techniques and fractal theory Comput. Aided Civ. Infrastruct. Eng. 26 500-12
44. Li H, Huang Y, Ou J and Bao Y 2011b Fractal dimension based damage detection method for beams with a uniform cross-section Comput. Aided Civ. Infrastruct. Eng. 26 190-206
45. Lozano-Galant J A, Nogal M, Castillo E and Turmo J 2013 Application of observability techniques to structural-system identification Comput. Aided Civ. Infrastruct. Eng. 28 343-50
46. Ni Y Q, Zhou X T and Ko J M 2006 Experimental investigation of seismic damage identification using PCA-compressed frequency response functions and neural networks J. Sound Vib. 290 242-63
47. Nishikawa T, Yoshida J, Sugiyama T and Fujino Y 2012 Concrete crack detection by multiple sequential image filtering Comput. Aided Civ. Infrastruct. Eng. 27 29-47
48. O'Byrne M, Schoefs F, Ghosh B and Pakrashi V 2013 Texture analysis based damage detection of ageing infrastructural elements Comput. Aided Civ. Infrastruct. Eng. 28 162-77
49. Osornio-Rios R A, Amezquita-Sanchez J P, Romero-Troncoso R J and Garcia-Perez A 2012 MUSIC-ANN analysis for locating structural damages in a truss-type structure by means of vibrations Comput. Aided Civ. Infrastruct. Eng. 27 687-98
50. Park H S, Lee H M, Adeli H and Lee I 2007 A new approach for health monitoring of structures: terrestrial laser scanning Comput. Aided Civ. Infrastruct. Eng. 22 19-30
51. Perez G, Conci A, Moreno A B and Hernandez-Tamames J A 2014 Rician noise attenuation in the wavelet packet transformed domain for brain MRI Integr. Comput. Aided Eng. 21 163-75
52. Qarib H and Adeli H 2014 Recent advances in health monitoring of civil structures Sci. Iranica - Trans. A Civ. Eng. 21 1733-42
53. Roshan-Ghias A, Shamsollahi M, Mobed M and Behzad M 2007 Estimation of modal parameters using bilinear joint time-frequency distributions Mech. Syst. Signal Process. 21 2125-36
54. Sharma P, Khan Y U, Farooq O, Tripathi M and Adeli H 2014 A wavelet-statistical features approach for nonconvulsive seizure detection Clin. EEG Neurosci.
55. Shi W, Shan J and Lu X 2012 Modal identification of Shanghai World Financial Center from the both free and ambient vibration response Eng. Struct. 36 14-26
56. Shi J, Xu X, Wang J and Li G 2010 Beam damage detection using computer vision technology Nondestruct. Test. Eval. 25 189-204
57. Spanos P D, Giaralis A and Politis N P 2007 Time-frequency representation of earthquake accelerograms and inelastic structural response records using the adaptive chirplet decomposition and empirical mode decomposition Soil Dyn. Earthq. Eng. 27 675-89
58. Story B A and Fry G T 2014 A structural impairment detection system using competitive arrays of artificial neural networks Comput. Aided Civ. Infrastruct. Eng. 29 180-90
59. Su W S, Liu C Y and Huang C S 2014 Identification of instantaneous modal parameters of time varying systems via a wavelet-based approach and its applications Comput. Aided Civ. Infrastruct. Eng. 29 279-98
60. Tao H, Zain J M, Ahmed M M, Abdalla A N and Jing W 2012 A wavelet-based particle swarm optimization algorithm for digital image watermarking Integr.Comput. Aided Eng. 19 81-91
61. Torbol M, Gomez H and Feng M 2013 Fragility analysis of highway bridges based on long term monitoring data Comput. Aided Civ. Infrastruct. Eng. 28 178-92
62. Wang B Y 2005 Detection of structural damage using fractal dimension technique J. Vib. Shock 24 87-8
63. Wang Y, Zhou W, Yuan Q and Li X 2013 Comparison of fractal features of ictal and interictal EEGs Int. J. Neural Syst. 23 1350028
64. Wu N and Wang Q 2011 Experimental studies on damage detection of beam structures with wavelet transform Int. J. Eng. Sci. 49 253-61
65. Wu Z and Huang N 2009 Ensemble empirical mode decomposition: A noise-assisted data analysis method Adv. Adapt. Data Anal. 1 1-41
66. Yan W J and Ren W X 2013 Use of continuous-wavelet transmissibility for structural operational modal analysis J. Struct. Eng. 139 1444-56
67. Young Noh H, Krishnan Nair K, Lignos D J and Kiremidjian A 2011 Use of wavelet-based-damage-sensitive features for structural damage diagnosis using strong motion data J. Struct. Eng. 137 1215-28
68. Zhou L R, Ou J P and Yan G R 2013 Response surface method based on radial basis functions for modeling large-scale structures in model updating Comput. Aided Civ. Infrastruct. Eng. 28 210-26