Composite Structural Health Monitoring Through Use of Embedded PZT Sensors

The need to understand and monitor the integrity of structural components made of composite materials is becoming critical, due to an increase of the use of composites in aerospace, civil, wind energy, and transportation engineering. Off-the-shelf piezoelectric transducers embedded inside the composites or bonded onto the structure surface are a possible solution for on-line structural health monitoring and non-destructive evaluation: they can be used to generate Lamb waves, which are able to detect damage. This article focuses on the behavior of two sets of woven fiberglass/epoxy specimens, one with embedded, one with surface-mounted piezoelectric wafer transducers (lead zirconate titanate). The specimens are tested under axial tensile fatigue at high stress ratio, and the transducers are interrogated in pitch-catch mode at different stages of the specimens’ life, while they are subjected to the mean test load (the testing machine is paused). A novel signal processing technique based on wavelet thresholding/denoising and Gabor wavelet transform is discussed. This technique identifies changes in boundary conditions, loading/unloading prior to damage and during damage. It appears to correlate the contour area changes with the so-called characteristic damage state observed in the literature in composite laminates under tensile fatigue.

[1]  Cristina E Davis,et al.  Two-dimensional wavelet analysis based classification of gas chromatogram differential mobility spectrometry signals. , 2009, Analytica chimica acta.

[2]  Anthony M. Waas,et al.  Compressive response of Z-pinned woven glass fiber textile composite laminates: Modeling and computations , 2009 .

[3]  David A. Horsley,et al.  Structural Health Monitoring of Glass/Epoxy Composite Plates Using PZT and PMN-PT Transducers , 2011 .

[4]  S. Mall,et al.  Monotonic and fatigue loading behavior of quasi-isotropic graphite/epoxy laminate embedded with piezoelectric sensor , 1998 .

[5]  F. Lanza di Scalea,et al.  Measuring high-frequency wave propagation in railroad tracks by joint time-frequency analysis , 2004 .

[6]  Edward C. Larson Embedded Sensors for Structural Health Monitoring , 2005 .

[7]  Sia Nemat-Nasser,et al.  Optimization of the mechanical properties of composite materials with integrated embedded sensor networks , 2006, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[8]  S. Mall Integrity of graphite/epoxy laminate embedded with piezoelectric sensor/actuator under monotonic and fatigue loads* , 2002 .

[9]  Chitta Baral,et al.  Fuzzy C-means Clustering with Prior Biological Knowledge , 2022 .

[10]  Ser Tong Quek,et al.  Practical issues in the detection of damage in beams using wavelets , 2001 .

[11]  Margriet Nakken,et al.  Wavelet analysis of rainfall-runoff variability isolating climatic from anthropogenic patterns , 1999, Environ. Model. Softw..

[12]  Ludwig,et al.  NMRLAB-Advanced NMR data processing in matlab , 2000, Journal of magnetic resonance.

[13]  I. Daubechies Ten Lectures on Wavelets , 1992 .

[14]  Ignace Verpoest,et al.  Tensile fatigue behaviour of glass plain-weave fabric composites in on- and off-axis directions , 2000 .

[15]  Hani G. Melhem,et al.  Damage detection of structures by wavelet analysis , 2004 .

[16]  Y. Benjamini,et al.  Adaptive thresholding of wavelet coefficients , 1996 .

[17]  Teng K. Ooi,et al.  Built-in Sensor Network for Structural Health Monitoring of Composite Structure , 2007 .

[18]  Kenneth Reifsnider,et al.  Stiffness-reduction mechanisms in composite laminates , 1982 .

[19]  Ka-Ming Lau,et al.  Climate Signal Detection Using Wavelet Transform: How to Make a Time Series Sing , 1995 .

[20]  P. Shembekar,et al.  Elastic Behavior of Woven Fabric Composites: III — Laminate Design , 1992 .

[21]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[22]  I. Johnstone,et al.  Adapting to Unknown Smoothness via Wavelet Shrinkage , 1995 .

[23]  Y. Kim,et al.  Effectiveness of the continuous wavelet transform in the analysis of some dispersive elastic waves , 2001 .

[24]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  Constantinos Soutis,et al.  Damage detection in composite materials using lamb wave methods , 2002 .

[26]  A. Chukwujekwu Okafor,et al.  Structural Damage Detection in Beams by Wavelet Transforms , 2000 .

[27]  Lin Ye,et al.  Guided Lamb waves for identification of damage in composite structures: A review , 2006 .

[28]  Y. Bar-Cohen,et al.  Emerging NDT technologies and challenges at the beginning of the third millennium, Part 2 , 2000 .

[29]  Francesco Lanza di Scalea,et al.  Wavelet-based outlier analysis for guided wave structural monitoring: Application to multi-wire strands , 2007 .

[30]  James C. Bezdek,et al.  On cluster validity for the fuzzy c-means model , 1995, IEEE Trans. Fuzzy Syst..

[31]  S. Poornachandra,et al.  Wavelet-based denoising using subband dependent threshold for ECG signals , 2008, Digit. Signal Process..

[32]  Inderjit Chopra,et al.  Review of State of Art of Smart Structures and Integrated Systems , 2002 .

[33]  Hoon Sohn,et al.  Wavelet-based active sensing for delamination detection in composite structures , 2004 .

[34]  N. Naik 10 – Woven-fibre thermoset composites , 2003 .

[35]  Surendra P. Shah,et al.  Assessing Damage in Corroded Reinforced Concrete Using Acoustic Emission , 2000 .

[36]  Guang-Ming Zhang,et al.  Signal denoising and ultrasonic flaw detection via overcomplete and sparse representations. , 2008, The Journal of the Acoustical Society of America.

[37]  P. Wilcox,et al.  The effect of load on guided wave propagation. , 2007, Ultrasonics.

[38]  Klas Levin,et al.  Structural integrity of composites with embedded piezoelectric ceramic transducers , 1999, Smart Structures.

[39]  Shankar Mall,et al.  Electromechanical fatigue behavior of graphite/epoxy laminate embedded with piezoelectric actuator , 1999, Smart Structures.

[40]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[41]  Mihailo D. Trifunac,et al.  Earthquake damage detection in the Imperial County Services Building I: The data and time–frequency analysis , 2007 .

[42]  Stefan Hurlebaus,et al.  IDENTIFICATION OF THE IMPACT LOCATION ON A PLATE USING WAVELETS , 1998 .

[43]  Henry Tabe,et al.  Wavelet Transform , 2009, Encyclopedia of Biometrics.

[44]  Ramesh A. Gopinath,et al.  Wavelets and Wavelet Transforms , 1998 .

[45]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[46]  Jos B. T. M. Roerdink,et al.  Denoising functional MR images: a comparison of wavelet denoising and Gaussian smoothing , 2004, IEEE Transactions on Medical Imaging.

[47]  Constantinos Soutis,et al.  Piezoelectric transducer arrangement for the inspection of large composite structures , 2007 .

[48]  Robert S. Betros,et al.  Mechanical validation of smart structures , 1996 .

[49]  Kazuro Kageyama,et al.  Optimal Mother Wavelet Selection for Lamb Wave Analyses , 2009 .

[50]  Nicoleta Serban Noise reduction for enhanced component identification in multi-dimensional biomolecular NMR studies , 2010, Comput. Stat. Data Anal..

[51]  Costas Soutis,et al.  Real-time nondestructive evaluation of fiber composite laminates using low-frequency Lamb waves. , 2002, The Journal of the Acoustical Society of America.

[52]  Anthony J. Vizzini,et al.  Structural integrity of composite laminates with interlaced actuators , 1994 .

[53]  J. Berthelot,et al.  Transverse cracking and delamination in cross-ply glass-fiber and carbon-fiber reinforced plastic laminates: Static and fatigue loading , 2003 .

[54]  S. Grondel,et al.  Damage assessment in composites by Lamb waves and wavelet coefficients , 2003 .

[55]  C. Paget,et al.  Actuation performance of embedded piezoceramic transducer in mechanically loaded composites , 2002 .

[56]  P. Cawley,et al.  The interaction of Lamb waves with delaminations in composite laminates , 1993 .

[57]  Toshiyuki Shimokawa,et al.  Carbon Plain-Weave Fabric Low-Temperature Vacuum Cure Epoxy Composite: Static and Fatigue Strength at Room and High Temperatures and Practicality Evaluation , 2007 .