Please note this is a comparison between Version 2 by Vivi Li and Version 1 by Lorenzo Capineri.
Structural health monitoring (SHM) is a rapidly evolving field, and there is a vast literature covering several topics that are related to this field. This entry is focused on the analysis of the state of the art of sensors for guided ultrasonic waves for the detection and localization of impacts for structural health monitoring (SHM).
structural health monitoring (SHM)
acoustic emission
guided waves
Lamb waves
sensors
ultrasound
piezoelectric
composites
piezopolymers
PVDF
interdigital transducer (IDT)
PWAS
CMUT
mems
analog electronic front end
analog signal processing
impact localizati
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References
Rose, J.L. Ultrasonic Guided Waves in Solid Media; Cambridge University Press: New York, NY, USA, 2014; ISBN 978-1-107-27361-0.
Auld, B.A. Acoustic Fields and Waves in Solids; Wiley: New York, NY, USA, 1973; ISBN 978-0-471-03702-6.
Farrar, C.R.; Worden, K. An Introduction to Structural Health Monitoring. Philos. Trans. R. Soc. Math. Phys. Eng. Sci. 2007, 365, 303–315.
Farrar, C.R.; Worden, K. An Introduction to Structural Health Monitoring. In New Trends in Vibration Based Structural Health Monitoring; Deraemaeker, A., Worden, K., Eds.; CISM International Centre for Mechanical Sciences; Springer: Vienna, Austria, 2010; Volume 520, pp. 1–17. ISBN 978-3-7091-0398-2.
Farrar, C.R.; Worden, K. Structural Health Monitoring: A Machine Learning Perspective; John Wiley & Sons, Ltd.: Chichester, UK, 2012; ISBN 978-1-118-44311-8.
Mitra, M.; Gopalakrishnan, S. Guided Wave Based Structural Health Monitoring: A Review. Smart Mater. Struct. 2016, 25, 053001.
Giurgiutiu, V. Structural Health Monitoring with Piezoelectric Wafer Active Sensors, 2nd ed.; Academic Press, an Imprint of Elsevier: Amsterdam, The Netherlands, 2014; ISBN 978-0-12-418691-0.
Zhou, G.; Sim, L.M. Damage Detection and Assessment in Fibre-Reinforced Composite Structures with Embedded Fibre Optic Sensors-Review. Smart Mater. Struct. 2002, 11, 925–939.
Kirkby, E.; de Oliveira, R.; Michaud, V.; Månson, J.A. Impact Localisation with FBG for a Self-Healing Carbon Fibre Composite Structure. Compos. Struct. 2011, 94, 8–14.
Shin, C.S.; Chen, B.L. An Impact Source Locating System Using Fiber Bragg Grating Rosette Array. In Proceedings of the Third International Conference on Smart Materials and Nanotechnology in Engineering, Shenzhen, China, 2 April 2012; p. 84091B.
Yeager, M.; Whittaker, A.; Todd, M.; Kim, H.; Key, C.; Gregory, W. Impact Detection and Characterization in Composite Laminates with Embedded Fiber Bragg Gratings. Procedia Eng. 2017, 188, 156–162.
Datta, A.; Augustin, M.J.; Gupta, N.; Viswamurthy, S.R.; Gaddikeri, K.M.; Sundaram, R. Impact Localization and Severity Estimation on Composite Structure Using Fiber Bragg Grating Sensors by Least Square Support Vector Regression. IEEE Sens. J. 2019, 19, 4463–4470.
Roach, D.P. FAA Research Program Webinar Series on Structural Health Monitoring—Module 1: Introduction to SHM and Implementation. 2016. Available online: (accessed on 20 April 2021).
Shen, G.; Zhang, J.; Lackner, G. International Acoustic Emission Standard Analysis and Development Outlook. Insight Non-Destr. Test. Cond. Monit. 2020, 62, 724–734.
Staszewski, W.J.; Boller, C.; Tomlinson, G.R. Health Monitoring of Aerospace Structures: Smart Sensor Technologies and Signal Processing; Staszewski, W.J., Boller, C., Tomlinson, G.R., Eds.; Wiley: Hoboken, NJ, USA; West Sussex, UK, 2004; ISBN 978-0-470-84340-6.
Staszewski, W.J. Structural Health Monitoring Using Guided Ultrasonic Waves. In Advances in Smart Technologies in Structural Engineering; Computational Methods in Applied Sciences; Holnicki-Szulc, J., Soares, C.M., Eds.; Springer: Berlin/Heidelberg, Germany, 2004; Volume 1, pp. 117–162. ISBN 978-3-642-06104-2.
Wilcox, P. Application of Guided Wave Signal Processing to Acoustic Emission Data. In AIP Conference Proceedings; AIP: Golden, CO, USA, 2005; Volume 760, pp. 1809–1816.
Giurgiutiu, V. Structural Health Monitoring with Piezoelectric Wafer Active Sensors, 1st ed.; Academic Press: Amsterdam, The Netherlands; Boston, MA, USA, 2008; ISBN 978-0-12-088760-6.
Ono, K. Review on Structural Health Evaluation with Acoustic Emission. Appl. Sci. 2018, 8, 958.
Rose, J. Ultrasonic Guided Waves in Structural Health Monitoring. Key Eng. Mater. 2004, 270–273, 14–21.
Mallardo, V.; Aliabadi, M.H. Optimal Sensor Placement for Structural, Damage and Impact Identification: A Review. SDHM Struct. Durab. Health Monit. 2013, 9, 287–323.
Safri, S.; Sultan, M.T.H.; Yidris, N.; Mustapha, F. Low Velocity and High Velocity Impact Test on Composite Materials—A Review. Int. J. Eng. Sci. 2014, 3, 50–60.
Ross, R. Structural Health Monitoring and Impact Detection Using Neural Networks for Damage Characterization. In Proceedings of the 47th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials, Newport, RI, USA, 1–4 May 2006; Volume 9.
Tobias, A. Acoustic-Emission Source Location in Two Dimensions by an Array of Three Sensors. Non-Destr. Test. 1976, 9, 9–12.
Ziola, S.M.; Gorman, M.R. Source Location in Thin Plates Using Cross-correlation. J. Acoust. Soc. Am. 1991, 90, 2551–2556.
Marino-Merlo, E.; Bulletti, A.; Giannelli, P.; Calzolai, M.; Capineri, L. Analysis of Errors in the Estimation of Impact Positions in Plate-Like Structure through the Triangulation Formula by Piezoelectric Sensors Monitoring. Sensors 2018, 18, 3426.
Gorman, M.R.; Humes, D.H.; June, R.; Prosser, W.H.; Prosser, W.H. Acoustic Emission Signals in Thin Plates Produced by Impact Damage. J. Acoust. Emiss. 1999, 17, 29–36.
Yang, J.C.S.; Chun, D.S. Application of the Hertz Contact Law to Problems of Impact in Plates; Defense Technical Information Center: Fort Belvoir, WV, USA, 1969.
Richardson, M. Measurement and Analysis of the Dynamics of Mechanical Structures. J. Acoust. Soc. Am. 1979, 65, S77.
Staszewski, W.J.; Mahzan, S.; Traynor, R. Health Monitoring of Aerospace Composite Structures—Active and Passive Approach. Compos. Sci. Technol. 2009, 69, 1678–1685.
Lamb, H. On Waves in an Elastic Plate. Proc. R. Soc. Lond. Ser. Contain. Pap. Math. Phys. Character 1917, 93, 114–128.
Bulletti, A.; Merlo, E.M.; Capineri, L. Analysis of the Accuracy in Impact Localization Using Piezoelectric Sensors for Structural Health Monitoring with Multichannel Real-Time Electronics. In Proceedings of the 2020 IEEE 7th International Workshop on Metrology for AeroSpace (MetroAeroSpace), Virtual Conference, Pisa, Italy, 22–24 June 2020; pp. 480–484.
Chandrasekaran, S. Structural Health Monitoring with Application to Offshore Structures; World Scientific: Singapore, 2019; ISBN 9789811201080.
Miniaci, M.; Mazzotti, M.; Radzieński, M.; Kudela, P.; Kherraz, N.; Bosia, F.; Pugno, N.M.; Ostachowicz, W. Application of a Laser-Based Time Reversal Algorithm for Impact Localization in a Stiffened Aluminum Plate. Front. Mater. 2019, 6, 30.
Nicassio, F.; Carrino, S.; Scarselli, G. Non-Linear Lamb Waves for Locating Defects in Single-Lap Joints. Front. Built Environ. 2020, 6, 45.
Mevissen, F.; Meo, M. A Nonlinear Ultrasonic Modulation Method for Crack Detection in Turbine Blades. Aerospace 2020, 7, 72.
Fink, M. Time Reversal Mirrors. In Acoustical Imaging; Jones, J.P., Ed.; Acoustical Imaging; Springer: Boston, MA, USA, 1995; Volume 21, pp. 1–15. ISBN 978-1-4613-5797-1.
Zeng, L.; Lin, J.; Huang, L. A Modified Lamb Wave Time-Reversal Method for Health Monitoring of Composite Structures. Sensors 2017, 17, 955.
Wilcox, P.; Lowe, M.J.S.; Cawley, P. Effect of Dispersion on Long-Range Inspection Using Ultrasonic Guided Waves. NDT E Int. 2001, 34, 1–9.
Sanderson, R. A Closed Form Solution Method for Rapid Calculation of Guided Wave Dispersion Curves for Pipes. Wave Motion 2015, 53, 40–50.
Zhong, Y.; Xiang, J.; Gao, H.; Zhou, Y. Impact Energy Level Assessment of Composite Structures Using MUSIC-ANN Approach: MUSIC-ANN Approach-Based Impact Monitoring for Composite Structures. Struct. Control Health Monit. 2016, 23, 825–837.
Engholm, M.; Stepinski, T. Direction of Arrival Estimation of Lamb Waves Using Circular Arrays. Struct. Health Monit. 2011, 10, 467–480.
Zhong, Y.; Xiang, J.; Chen, X.; Jiang, Y.; Pang, J. Multiple Signal Classification-Based Impact Localization in Composite Structures Using Optimized Ensemble Empirical Mode Decomposition. Appl. Sci. 2018, 8, 1447.
Mariani, S.; Liu, Y.; Cawley, P. Improving Sensitivity and Coverage of Structural Health Monitoring Using Bulk Ultrasonic Waves. Struct. Health Monit. 2020, 147592172096512.
Mariani, S.; Heinlein, S.; Cawley, P. Location Specific Temperature Compensation of Guided Wave Signals in Structural Health Monitoring. IEEE Trans. Ultrason. Ferroelectr. Freq. Control 2020, 67, 146–157.
Sepehry, N.; Shamshirsaz, M.; Abdollahi, F. Temperature Variation Effect Compensation in Impedance-Based Structural Health Monitoring Using Neural Networks. J. Intell. Mater. Syst. Struct. 2011, 22, 1975–1982.
Qing, X.; Li, W.; Wang, Y.; Sun, H. Piezoelectric Transducer-Based Structural Health Monitoring for Aircraft Applications. Sensors 2019, 19, 545.
De Simone, M.E.; Ciampa, F.; Boccardi, S.; Meo, M. Impact Source Localisation in Aerospace Composite Structures. Smart Mater. Struct. 2017, 26, 125026.
Seno, A.H.; Aliabadi, M.F. Impact Localisation in Composite Plates of Different Stiffness Impactors under Simulated Environmental and Operational Conditions. Sensors 2019, 19, 3659.
Kundu, T.; Das, S.; Jata, K.V. Point of Impact Prediction in Isotropic and Anisotropic Plates from the Acoustic Emission Data. J. Acoust. Soc. Am. 2007, 122, 2057–2066.
Hakoda, C.; Lissenden, C. Using the Partial Wave Method for Wave Structure Calculation and the Conceptual Interpretation of Elastodynamic Guided Waves. Appl. Sci. 2018, 8, 966.
Lehmann, M.; Büter, A.; Frankenstein, B.; Schubert, F.; Brunner, B. Monitoring System for Delamination Detection—Qualification of Structural Health Monitoring (SHM) Systems. In Proceedings of the Conference on Damage in Composite Material CDCM, Stuttgart, Germany, 18–19 September 2006.
Scheerer, M.; Lager, D. Development and Testing of a Hybride Active—Passive Acoustic Shm System for Impact Damage Detection in Honeycomb Aircraft Structures. In Proceedings of the 19th ICCM, Montreal, QC, Canada, 28 July–2 August 2013.
Ebrahimkhanlou, A.; Salamone, S. Acoustic Emission Source Localization in Thin Metallic Plates: A Single-Sensor Approach Based on Multimodal Edge Reflections. Ultrasonics 2017, 78, 134–145.
Park, W.H.; Packo, P.; Kundu, T. Acoustic Source Localization in an Anisotropic Plate without Knowing Its Material Properties—A New Approach. Ultrasonics 2017, 79, 9–17.
Ren, B.; Lissenden, C.J. PVDF Multielement Lamb Wave Sensor for Structural Health Monitoring. IEEE Trans. Ultrason. Ferroelectr. Freq. Control 2016, 63, 178–185.
Altammar, H.; Dhingra, A.; Salowitz, N. Ultrasonic Sensing and Actuation in Laminate Structures Using Bondline-Embedded D35 Piezoelectric Sensors. Sensors 2018, 18, 3885.
Ciampa, F.; Meo, M. A New Algorithm for Acoustic Emission Localization and Flexural Group Velocity Determination in Anisotropic Structures. Compos. Part Appl. Sci. Manuf. 2010, 41, 1777–1786.
Kundu, T. Acoustic Source Localization. Ultrasonics 2014, 54, 25–38.
Marchi, L.D.; Marzani, A.; Speciale, N.; Viola, E. A Passive Monitoring Technique Based on Dispersion Compensation to Locate Impacts in Plate-like Structures. Smart Mater. Struct. 2011, 20, 035021.
Si, L.; Baier, H. Real-Time Impact Visualization Inspection of Aerospace Composite Structures with Distributed Sensors. Sensors 2015, 15, 16536–16556.
Scholey, J.; Wilcox, P.; Wisnom, M.; Friswell, M.; Pavier, M.J.; Aliha, M.R.M. A Generic Technique for Acoustic Emission Source Location. J Acoust. Emis. 2009, 27, 291–298.
Morón, C.; Portilla, M.; Somolinos, J.; Morales, R. Low-Cost Impact Detection and Location for Automated Inspections of 3D Metallic Based Structures. Sensors 2015, 15, 12651–12667.
Nucera, C.; White, S.; Chen, Z.M.; Kim, H.; Lanza di Scalea, F. Impact Monitoring in Stiffened Composite Aerospace Panels by Wave Propagation. Struct. Health Monit. Int. J. 2015, 14, 547–557.
Farrar, C.R.; Park, G.; Todd, M.D. Sensing Network Paradigms for Structural Health Monitoring. In New Developments in Sensing Technology for Structural Health Monitoring; Mukhopadhyay, S.C., Ed.; Lecture Notes in Electrical Engineering; Springer: Berlin/Heidelberg, Germany, 2011; Volume 96, pp. 137–157. ISBN 978-3-642-21098-3.
Qiu, L.; Deng, X.; Yuan, S.; Huang, Y.; Ren, Y. Impact Monitoring for Aircraft Smart Composite Skins Based on a Lightweight Sensor Network and Characteristic Digital Sequences. Sensors 2018, 18, 2218.
Giannelli, P.; Bulletti, A.; Granato, M.; Frattini, G.; Calabrese, G.; Capineri, L. A Five-Level, 1-MHz, Class-D Ultrasonic Driver for Guided-Wave Transducer Arrays. IEEE Trans. Ultrason. Ferroelectr. Freq. Control 2019, 66, 1616–1624.
Schubert, L.; Frankenstein, B.; Reppe, G. Match-X Based Microsystem for Structural Health Monitoring. In Proceedings of the 2006 1st Electronic Systemintegration Technology Conference, Dresden, Germany, 5–7 September 2006; pp. 635–641.
Champaigne, K.D.; Sumners, J. Low-power Electronics for Distributed Impact Detection and Piezoelectric Sensor Applications. In Proceedings of the 2007 IEEE Aerospace Conference, Big Sky, MT, USA, 3–10 March 2007.
Fu, H.; Sharif Khodaei, Z.; Aliabadi, M.H.F. An Event-Triggered Energy-Efficient Wireless Structural Health Monitoring System for Impact Detection in Composite Airframes. IEEE Internet Things J. 2019, 6, 1183–1192.
Overly, T.G.S.; Park, G.; Farinholt, K.M.; Farrar, C.R. Development of an Extremely Compact Impedance-Based Wireless Sensing Device. Smart Mater. Struct. 2008, 17, 065011.
Giannì, C.; Balsi, M.; Esposito, S.; Ciampa, F. Low-power Global Navigation Satellite System-enabled Wireless Sensor Network for Acoustic Emission Localisation in Aerospace Components. Struct. Control Health Monit. 2020, 27, 1–13.
Ferin, G.; Muralidharan, Y.; Mesbah, N.; Chatain, P.; Bantignies, C.; Le Khanh, H.; Flesch, E. Smart Autonomous Wireless Acoustic Sensors for Aeronautical SHM Applications. In Proceedings of the 2015 IEEE International Ultrasonics Symposium (IUS), Taipei, Taiwan, 21–24 October 2015; pp. 1–4.
Mateu, L.; Moll, F. Review of Energy Harvesting Techniques and Applications for Microelectronics (Keynote Address). In Volume 5837, VLSI Circuits and Systems II; Lopez, J.F., Fernandez, F.V., Lopez-Villegas, J.M., de la Rosa, J.M., Eds.; SPIE: Bellingham, WA, USA, 2005; pp. 359–373.
Sodano, H.A.; Inman, D.J.; Park, G. A Review of Power Harvesting from Vibration Using Piezoelectric Materials. Shock Vib. Dig. 2004, 36, 197–205.
Ferrari, M.; Ferrari, V.; Guizzetti, M.; Andò, B.; Baglio, S.; Trigona, C. Improved Energy Harvesting from Wideband Vibrations by Nonlinear Piezoelectric Converters. Sens. Actuators Phys. 2010, 162, 425–431.
Muralt, P.; Kholkin, A.; Kohli, M.; Maeder, T. Piezoelectric Actuation of PZT Thin-Film Diaphragms at Static and Resonant Conditions. Sens. Actuators Phys. 1996, 53, 398–404.
Bernstein, J.J.; Finberg, S.L.; Houston, K.; Niles, L.C.; Chen, H.D.; Cross, L.E.; Li, K.K.; Udayakumar, K. Micromachined High Frequency Ferroelectric Sonar Transducers. IEEE Trans. Ultrason. Ferroelectr. Freq. Control 1997, 44, 960–969.
Feng, G.-H.; Chen, W.-M. Micromachined Lead Zirconium Titanate Thin-Film-Cantilever-Based Acoustic Emission Sensor with Poly(N-Isopropylacrylamide) Actuator for Increasing Contact Pressure. Smart Mater. Struct. 2016, 25, 055046.
Park, G.; Farinholt, K.M.; Farrar, C.R.; Rosing, T.; Todd, M.D. Powering Wireless SHM Sensor Nodes through Energy Harvesting. In Energy Harvesting Technologies; Priya, S., Inman, D.J., Eds.; Springer: Boston, MA, USA, 2009; pp. 493–506. ISBN 978-0-387-76463-4.
Zelenika, S.; Hadas, Z.; Bader, S.; Becker, T.; Gljušćić, P.; Hlinka, J.; Janak, L.; Kamenar, E.; Ksica, F.; Kyratsi, T.; et al. Energy Harvesting Technologies for Structural Health Monitoring of Airplane Components—A Review. Sensors 2020, 20, 6685.
Ferrari, M.; Ferrari, V.; Guizzetti, M.; Marioli, D. An Autonomous Battery-Less Sensor Module Powered by Piezoelectric Energy Harvesting with RF Transmission of Multiple Measurement Signals. Smart Mater. Struct. 2009, 18, 085023.
Available online: (accessed on 20 April 2021).
Available online: (accessed on 20 April 2021).
Smithard, J.; Norman, P.; van der Velden, S.; Powlesland, I.; Jung, G.; Rajic, N.; Galea, S. The Acousto Ultrasonic Structural Health Monitoring Array Module (AUSAM+) for Damage Detection in Structures. Procedia Eng. 2017, 188, 448–455.
Na, W.; Baek, J. A Review of the Piezoelectric Electromechanical Impedance Based Structural Health Monitoring Technique for Engineering Structures. Sensors 2018, 18, 1307.
Ju, Z.; Li, F.; Janapati, V.; Chung, H.; Yadav, S.; Cheung, C. Sensor Network Design Technique for Monitoring Railroad Structures. In Proceedings of the 1st International Workshop on Structural Health Monitoring for Railway Systems, Qingdao, China, 12–14 October 2016.
Sundaram, B.A.; Ravisankar, K.; Senthil, R.; Parivallal, S. Wireless Sensors for Structural Health Monitoring and Damage Detection Techniques. Curr. Sci. 2013, 104, 1496–1505.
Ren, Y.; Yuan, S.; Qiu, L.; Mei, H. Impact Localization by a Multi-Radio Sink–Based Wireless Sensor Network for Large-Scale Structures. Adv. Struct. Eng. 2017, 20, 157–169.
Testoni, N.; Aguzzi, C.; Arditi, V.; Zonzini, F.; De Marchi, L.; Marzani, A.; Cinotti, T.S. A Sensor Network with Embedded Data Processing and Data-to-Cloud Capabilities for Vibration-Based Real-Time SHM. J. Sens. 2018, 2018, 2107679.
Lee, Y.; Blaauw, D.; Sylvester, D. Ultralow Power Circuit Design for Wireless Sensor Nodes for Structural Health Monitoring. Proc. IEEE 2016, 104, 1529–1546.
Mascareñas, D.; Cattaneo, A.; Theiler, J.; Farrar, C. Compressed Sensing Techniques for Detecting Damage in Structures. Struct. Health Monit. Int. J. 2013, 12, 325–338.
Arcadius Tokognon, C.; Gao, B.; Tian, G.Y.; Yan, Y. Structural Health Monitoring Framework Based on Internet of Things: A Survey. IEEE Internet Things J. 2017, 4, 619–635.
Muttillo, M.; Stornelli, V.; Alaggio, R.; Paolucci, R.; Di Battista, L.; de Rubeis, T.; Ferri, G. Structural Health Monitoring: An IoT Sensor System for Structural Damage Indicator Evaluation. Sensors 2020, 20, 4908.
Abdelgawad, A.; Yelamarthi, K. Internet of Things (IoT) Platform for Structure Health Monitoring. Wirel. Commun. Mob. Comput. 2017, 2017, 1–10.
IEEE Staff. 2018 IEEE 4th World Forum on Internet of Things (WF IoT); IEEE: Piscataway, NJ, USA, 2018; ISBN 978-1-4673-9945-6.