References
- L. Ye, Y. Lu, Z. Su, and G. Meng, Functionalized composite structures for new generation airframes: A review, Compos. Sci. Technol., vol. 65, no. 9, pp. 1436–1446, 2005. DOI: https://doi.org/10.1016/j.compscitech.2004.12.015.
- S. Murugan and M. Friswell, Morphing wing flexible skins with curvilinear fiber composites, Compos. Struct., vol. 99, pp. 69–75, 2013. DOI: https://doi.org/10.1016/j.compstruct.2012.11.026.
- D. Gay and S. V. Hoa, Composite Materials: Design and Applications, CRC Press, Taylor & Francis Group, Boca Raton, FL, 2007.
- A.J. Herrema, E.L. Johnson, D. Proserpio, M.C.H. Wu, J. Kiendl, and M.C. Hsu, Penalty coupling of non-matching isogeometric Kirchhoff–Love shell patches with application to composite wind turbine blades, Comput. Methods Appl. Mech. Eng., vol. 346, pp. 810–840, 2019, DOI: https://doi.org/10.1016/j.cma.2018.08.038.
- S. Lee, J. Reddy, and F. Rostam-Abadi, Transient analysis of laminated composite plates with embedded smart-material layers, Finite Elem. Anal. Des., vol. 40, no. 5–6, pp. 463–483, 2004. DOI: https://doi.org/10.1016/S0168-874X(03)00073-8.
- Y.C. Yuan, T. Yin, M.Z. Rong, and M.Q. Zhang, Self healing in polymers and polymer composites. Concepts, realization and outlook: A review, Express Polym. Lett., vol. 2, no. 4, pp. 238–250, 2008. DOI: https://doi.org/10.3144/expresspolymlett.2008.29.
- M. Kessler, N. Sottos, and S. White, Self-healing structural composite materials, Compos. Part A Appl. Sci. Manuf., vol. 34, no. 8, pp. 743–753, 2003. DOI: https://doi.org/10.1016/S1359-835X(03)00138-6.
- Q. Luo and L. Tong, High precision shape control of plates using orthotropic piezoelectric actuators, Finite Elem. Anal. Des., vol. 42, no. 11, pp. 1009–1020, 2006. DOI: https://doi.org/10.1016/j.finel.2006.03.002.
- N.D. Zorić, A.M. Simonović, Z.S. Mitrović, and S.N. Stupar, Optimal vibration control of smart composite beams with optimal size and location of piezoelectric sensing and actuation, J. Intell. Mater. Syst. Struct., vol. 24, no. 4, pp. 499–526, 2013. DOI: https://doi.org/10.1177/1045389X12463465.
- A. Khan, H.S. Lee, and H.S. Kim, Analysis of sensor-debonding failure in active vibration control of smart composite plate, J. Intell. Mater. Syst. Struct., vol. 28, no. 18, pp. 2603–2616, 2017. DOI: https://doi.org/10.1177/1045389X17692052.
- M. Hassan, A. Othman, and S. Kamaruddin, A review on the manufacturing defects of complex-shaped laminate in aircraft composite structures, Int. J. Adv. Manuf. Technol., vol. 91, no. 9–12, pp. 4081–4094, 2017. DOI: https://doi.org/10.1007/s00170-017-0096-5.
- Y. Abdel-Nasser, A.M. Elhewy, and I. Al-Mallah, Impact analysis of composite laminate using finite element method, Ships Offshore Struct., vol. 12, no. 2, pp. 219–226, 2017. DOI: https://doi.org/10.1080/17445302.2015.1131005.
- T. Mitrevski, I.H. Marshall, R.S. Thomson, and R. Jones, Low-velocity impacts on preloaded GFRP specimens with various impactor shapes, Compos. Struct., vol. 76, no. 3, pp. 209–217, 2006. DOI: https://doi.org/10.1016/j.compstruct.2006.06.033.
- B. Li and M.S.H. Fatt, Impact damage and residual strength predictions of 2D woven SiC/SiC composites, Finite Elem. Anal. Des., vol. 113, pp. 30–42, 2016. DOI: https://doi.org/10.1016/j.finel.2016.01.001.
- S. Zhang, C. Le, A. Gain, and J. Norato, Fatigue-based topology optimization with non-proportional loads, Comput. Methods Appl. Mech. Eng., vol. 345, pp. 805–825, 2019. DOI: https://doi.org/10.1016/j.cma.2018.11.015.
- H. Mao and S. Mahadevan, Fatigue damage modelling of composite materials, Compos. Struct., vol. 58, no. 4, pp. 405–410, 2002. DOI: https://doi.org/10.1016/S0263-8223(02)00126-5.
- H.S. Kim, A. Chattopadhyay, and A. Ghoshal, Dynamic analysis of composite laminates with multiple delamination using improved layerwise theory, AIAA J., vol. 41, no. 9, pp. 1771–1779, 2003. DOI: https://doi.org/10.2514/2.7295.
- M.Q. Le, H. Bainier, D. Néron, C. Ha-Minh, and P. Ladevèze, On matrix cracking and splits modeling in laminated composites, Compos. Part A Appl. Sci. Manuf., vol. 115, pp. 294–301, 2018. DOI: https://doi.org/10.1016/j.compositesa.2018.10.002.
- T. Hasiotis, E. Badogiannis, and N.G. Tsouvalis, Application of ultrasonic C-scan techniques for tracing defects in laminated composite materials, SV-JME, vol. 2011, no. 03, pp. 192–203, 2011. DOI: https://doi.org/10.5545/sv-jme.2010.170.
- M. Naghdinasab, A. Farrokhabadi, and H. Madadi, A numerical method to evaluate the material properties degradation in composite RVEs due to fiber-matrix debonding and induced matrix cracking, Finite Elem. Anal. Des., vol. 146, pp. 84–95, 2018. DOI: https://doi.org/10.1016/j.finel.2018.04.008.
- A. Khan, H.S. Kim, and B.D. Youn, Modeling and assessment of partially debonded piezoelectric sensor in smart composite laminates, Int. J. Mech. Sci., vol. 131–132, pp. 26–36, 2017. DOI: https://doi.org/10.1016/j.ijmecsci.2017.06.031.
- M. Wisnom, The role of delamination in failure of fibre-reinforced composites, Proc. R Soc. A, vol. 370, no. 1965, pp. 1850–1870, 2012. DOI: https://doi.org/10.1098/rsta.2011.0441.
- B. Huang and H.S. Kim, Free-edge interlaminar stress analysis of piezo-bonded composite laminates under symmetric electric excitation, Int. J. Solids Struct., vol. 51, no. 6, pp. 1246–1252, 2014. DOI: https://doi.org/10.1016/j.ijsolstr.2013.12.016.
- M. Saeedifar, M. Fotouhi, M. Ahmadi Najafabadi, and H. Hosseini Toudeshky, Prediction of delamination growth in laminated composites using acoustic emission and cohesive zone modeling techniques, Compos. Struct., vol. 124, pp. 120–127, 2015. DOI: https://doi.org/10.1016/j.compstruct.2015.01.003.
- P. Liu, R.M. Groves, and R. Benedictus, 3D monitoring of delamination growth in a wind turbine blade composite using optical coherence tomography, NDT & E Int., vol. 64, pp. 52–58, 2014. DOI: https://doi.org/10.1016/j.ndteint.2014.03.003.
- A. Khan and H.S. Kim, Active vibration control of a piezo-bonded laminated composite in the presence of sensor partial debonding and structural delaminations, Sensors, vol. 19, no. 3, pp. 540, 2019. DOI: https://doi.org/10.3390/s19030540.
- R. Bossi and V. Giurgiutiu, Nondestructive testing of damage in aerospace composites. In: Polymer Composites in the Aerospace Industry. Woodhead Publishing; Sawston, Cambridge, England: 2015, pp. 413–448, (Chapter 15).
- K. Imielinska, M. Castaings, R. Wojtyra, J. Haras, E.L. Clezio, and B. Hosten, Air-coupled ultrasonic C-scan technique in impact response testing of carbon fibre and hybrid: Glass, carbon and Kevlar/epoxy composites, J. Mater. Process. Technol., vol. 157–158, pp. 513–522, 2004, DOI: https://doi.org/10.1016/j.jmatprotec.2004.07.143.
- C. Uhry, F. Guillet, P. Duvauchelle, and V. Kaftandjian, Optimisation of the process of X-ray tomography applied to the detection of defects in composites materials. In: Digital Industrial Radiology and Computed Tomography, Ghent, Belgium, 2015.
- T. Kroeger, Thermographic inspection of composites, Reinf. Plast., vol. 58, no. 4, pp. 42–43, 2014. DOI: https://doi.org/10.1016/S0034-3617(14)70183-3.
- H.A. Jama, E.M. Hussein, and P. Lee-Sullivan, Detection of debonding in composite-aluminum joints using gamma-ray Compton scattering, NDT & E Int., vol. 31, no. 2, pp. 99–103, 1998. DOI: https://doi.org/10.1016/S0963-8695(97)00029-7.
- M. De Goeje and K. Wapenaar, Non-destructive inspection of carbon fibre-reinforced plastics using eddy current methods, Composites, vol. 23, no. 3, pp. 147–157, 1992. DOI: https://doi.org/10.1016/0010-4361(92)90435-W.
- Y. Hung, L. Yang, and Y. Huang, Non-Destructive Evaluation (NDE) of Composites: Digital Shearography, in Non-Destructive Evaluation (NDE) of Polymer Matrix Composites. Elsevier, Woodhead Publishing; Sawston, Cambridge, England, pp. 84–115, 2013.
- S. Gholizadeh, Z. Leman, and B. Baharudin, A review of the application of acoustic emission technique in engineering, Struct. Eng. Mech., vol. 54, no. 6, pp. 1075–1095, 2015. DOI: https://doi.org/10.12989/sem.2015.54.6.1075.
- K. Diamanti and C. Soutis, Structural health monitoring techniques for aircraft composite structures, Prog. Aerosp. Sci., vol. 46, no. 8, pp. 342–352, 2010. DOI: https://doi.org/10.1016/j.paerosci.2010.05.001.
- S. Gholizadeh, A review of non-destructive testing methods of composite materials, Proc. Struct. Integrity, vol. 1, pp. 50–57, 2016. DOI: https://doi.org/10.1016/j.prostr.2016.02.008.
- Y. Zou, L. Tong, and G.P. Steven, Vibration-based model-dependent damage (delamination) identification and health monitoring for composite structures—a review, J. Sound Vib., vol. 230, no. 2, pp. 357–378, 2000. DOI: https://doi.org/10.1006/jsvi.1999.2624.
- I. Mueller, C. Larrosa, S. Roy, A. Mittal, K. Lonkar, and F.-K. Chang, An integrated health management and prognostic technology for composite airframe structures, Proceedings of the Annual Conference on Prognostics and Health Management, San Diego, CA, 2009.
- B. Huang and H.S. Kim, Transient analysis of biocomposite laminates with delamination, J. Nanosci. Nanotechnol., vol. 14, no. 10, pp. 7432–7438, 2014. DOI: https://doi.org/10.1166/jnn.2014.9556.
- B. Huang and H.S. Kim, Frequency response analysis of a delaminated smart composite plate, J. Intell. Mater. Syst. Struct., vol. 26, no. 9, pp. 1091–1102, 2015. DOI: https://doi.org/10.1177/1045389X14544141.
- Z. Su, L. Ye, and Y. Lu, Guided Lamb waves for identification of damage in composite structures: A review, J. Sound Vib., vol. 295, no. 3–5, pp. 753–780, 2006. DOI: https://doi.org/10.1016/j.jsv.2006.01.020.
- D. Montalvao, N.M.M. Maia, and A.M.R. Ribeiro, A review of vibration-based structural health monitoring with special emphasis on composite materials, Shock Vib. Digest, vol. 38, no. 4, pp. 295–324, 2006. DOI: https://doi.org/10.1177/0583102406065898.
- Z. Hong-Ping, H. Bo, and C. Xiao-Qiang, Detection of structural damage through changes in frequency, Wuhan Univ. J. Nat. Sci., vol. 10, no. 6, pp. 1069–1073, 2005. DOI: https://doi.org/10.1007/BF02832469.
- M. Mitra and S. Gopalakrishnan, Guided wave based structural health monitoring: A review, Smart Mater. Struct., vol. 25, no. 5, pp. 053001, 2016. DOI: https://doi.org/10.1088/0964-1726/25/5/053001.
- S.S. Kessler, S.M. Spearing, and C. Soutis, Damage detection in composite materials using Lamb wave methods, Smart Mater. Struct., vol. 11, no. 2, pp. 269–278, 2002. DOI: https://doi.org/10.1088/0964-1726/11/2/310.
- S.S. Kessler, S.M. Spearing, and, and M.J. Atalla, In-situ damage detection of composites structures using Lamb wave methods, Proceedings of the First European Workshop on Structural Health Monitoring, Ecole Normale Superieure, Cachan (Paris), France; July 10–12, 2002.
- A. Khan, N. Kim, J.K. Shin, H.S. Kim, and B.D. Youn, Damage assessment of smart composite structures via machine learning: A review, JMST Adv., vol. 1, no. 1–2, pp. 107–118, 2019. DOI: https://doi.org/10.1007/s42791-019-0012-2.
- A. Marec, J.-H. Thomas, and REl Guerjouma, Damage characterization of polymer-based composite materials: Multivariable analysis and wavelet transform for clustering acoustic emission data, Mech. Syst. Sig. Process., vol. 22, no. 6, pp. 1441–1464, 2008. DOI: https://doi.org/10.1016/j.ymssp.2007.11.029.
- A.R. Oskouei, H. Heidary, M. Ahmadi, and M. Farajpur, Unsupervised acoustic emission data clustering for the analysis of damage mechanisms in glass/polyester composites, Mater. Des., vol. 37, pp. 416–422, 2012.
- J.P. McCrory, S.K. Al-Jumaili, D. Crivelli, M.R. Pearson, M.J. Eaton, C.A. Featherston, M. Guagliano, K.M. Holford, and R. Pullin, Damage classification in carbon fibre composites using acoustic emission: A comparison of three techniques, Compos. Part B Eng., vol. 68, pp. 424–430, 2015. DOI: https://doi.org/10.1016/j.compositesb.2014.08.046.
- A. Khan, D.-K. Ko, S.C. Lim, and H.S. Kim, Structural vibration-based classification and prediction of delamination in smart composite laminates using deep learning neural network, Compos. Part B Eng., vol. 161, pp. 586–594, 2019. DOI: https://doi.org/10.1016/j.compositesb.2018.12.118.
- G. D’Angelo and S. Rampone, Shape-based defect classification for non destructive testing, 2015 IEEE Metrology for Aerospace (MetroAeroSpace), IEEE, 2015.
- S. Das, A. Chattopadhyay, and A.N. Srivastava, Classifying induced damage in composite plates using one-class support vector machines, AIAA J., vol. 48, no. 4, pp. 705–718, 2010. DOI: https://doi.org/10.2514/1.37282.
- C. Larrosa, K. Lonkar, and F.-K. Chang, In situ damage classification for composite laminates using Gaussian discriminant analysis, Struct. Health Monit., vol. 13, no. 2, pp. 190–204, 2014. DOI: https://doi.org/10.1177/1475921713517288.
- M. Corbetta, C. Sbarufatti, M. Giglio, A. Saxena, and K. Goebel, A Bayesian framework for fatigue life prediction of composite laminates under co-existing matrix cracks and delamination, Compos. Struct., vol. 187, pp. 58–70, 2018. DOI: https://doi.org/10.1016/j.compstruct.2017.12.035.
- A. R. J. Fredo, R. S. Abilash, R. Femi, A. Mythili, and C. S. Kumar, Classification of Damages in Composite Images Using Zernike Moments and Support Vector Machines, Compos. Part B Eng., vol. 168, pp. 77–86, 2019.
- H.S. Kim, A. Chattopadhyay, and A. Ghoshal, Characterization of delamination effect on composite laminates using a new generalized layerwise approach, Comput. Struct., vol. 81, no. 15, pp. 1555–1566, 2003. DOI: https://doi.org/10.1016/S0045-7949(03)00150-0.
- A. Chattopadhyay, H.S. Kim, and A. Ghoshal, Non-linear vibration analysis of smart composite structures with discrete delamination using a refined layerwise theory, J. Sound Vib., vol. 273, no. 1–2, pp. 387–407, 2004. DOI: https://doi.org/10.1016/S0022-460X(03)00561-3.
- B. Huang, H.S. Kim, and G.H. Yoon, Modeling of a partially debonded piezoelectric actuator in smart composite laminates, Smart Mater. Struct., vol. 24, no. 7, pp. 075013, 2015. DOI: https://doi.org/10.1088/0964-1726/24/7/075013.
- C.R. Farrar and K. Worden, Structural Health Monitoring: A Machine Learning Perspective, John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, United Kingdom. ISBN: 978-1-119-99433-6, 2012.
- M. Phan, J. Solbeck, and, and L. Ray, A direct method for state-space model and observer/Kalman filter gain identification, AIAA Guidance, Navigation, and Control Conference and Exhibit, Providence, Rhode Island, 2004.
- A. Khan and H.S. Kim, Assessment of sensor debonding failure in system identification of smart composite laminates, NDT & E Int., vol. 93, pp. 24–33, 2018. DOI: https://doi.org/10.1016/j.ndteint.2017.09.014.
- R. Janeliukstis, S. Rucevskis, and A. Chate, Classification-based damage localization in composite plate using strain field data, J. Phys: Conf. Ser., vol. 1106, pp. 012022, 2018.
- B. Ghojogh and M. Crowley, Linear and quadratic discriminant analysis: Tutorial, no. 4, pp. 1–16, 2019.