Journal of Polymer & Composites Review Article Special issue
A Review on Integrated Acoustic Emission and Piezoelectric Sensing for Real-Time Damage Characterization of Polymer Composite-Enhanced Concrete: Advances, Challenges, and Future Perspective
Abstract
Polymer composite reinforced concrete has been identified as an efficient material system that can enhance the mechanical properties, durability, and service life of modern structures. The combination of fiber reinforced polymers (FRPs), polymer modifiers, and hybrid composite reinforcements increases structural effectiveness. However, these systems are still vulnerable to damage processes, including matrix cracking, fiber breaking, interfacial debonding, and delamination. Thus, there is a need for structural health monitoring (SHM) strategies that could ensure early identification and real-time evaluation of damage states in these structures. Among several approaches to SHM, acoustic emission (AE) and piezoelectric (PZT) methods have proven to be especially effective. AE monitoring allows detecting active damage events based on an evaluation of transient stress waves produced during crack formation and propagation. On the other hand, the use of PZT sensors makes it possible to identify damage locations using electromechanical impedance and guided wave measurements. This review gives a detailed analysis of the latest studies conducted in the area of AE and PZT-based sensing of damage in reinforced polymer composite concrete. Special focus is laid on damage detection in fiber-reinforced polymer composite concrete and polymer modified concrete systems. The principle, application, merits, and demerits of various types of damage-sensing techniques are thoroughly analyzed, followed by a discussion on hybrid damage detection strategies that use AE-PZT combinations. Latest trends in the development of intelligent damage detection using artificial intelligence, machine learning, data fusion, and digital twin techniques are also included. Future perspectives for research related to the next generation polymer composites are also addressed.
Keywords
References (20)
- Zhang T, Mahdi M, Issa M, Xu C, Ozevin D. Experimental Study on Monitoring Damage Progression of Basalt-FRP Reinforced Concrete Slabs Using Acoustic Emission and Machine Learning. Sensors. 2023;23(20):8356. doi:10.3390/s23208356
- Hanif MU, Seo SY, Van Tran H, Senghong K. Monitoring and characterizing the debonding in CFRP retrofitted RC beams using acoustic emission technology. Developments in the Built Environment. 2023;14:100141. doi:10.1016/j.dibe.2023.100141
- Hu G, Yang Y, Mohanty L, Chae S, Ishizeki K, Tang L. An electromechanical impedance measurement-based solution for monitoring fresh concrete maturity. Journal of Intelligent Material Systems and Structures. 2024;35(10):907-919. doi:10.1177/1045389x241241599
- Sahm D, Pak D. Influence of temperature and preload force on capacitance and electromechanical impedance of lead zirconate titanate piezoelectric wafer active sensors for structural health monitoring of bolts. Applied Physics A. 2024;130(3). doi:10.1007/s00339-024-07314-z
- Du F, Yang D, Li D. Identification of Damage Modes and Critical States for FRP/Steel-Concrete Composite Beams Based on Acoustic Emission Signal Analysis. Buildings. 2024;14(8):2378. doi:10.3390/buildings14082378
- Qin X, Huang F, Wen Y, Li C, Zhang Y, Shen W. Acoustic emission-based interpretable unsupervised clustering for damage pattern recognition in steel-concrete hybrid structures. Case Studies in Construction Materials. 2026;24:e05983. doi:10.1016/j.cscm.2026.e05983
- Yu B, Liang J, Ju JWW. Damage evolution analysis of concrete based on multi-feature acoustic emission and Gaussian mixture model clustering. International Journal of Damage Mechanics. 2024;33(6):474-494. doi:10.1177/10567895241235581
- Sapidis GM, Kansizoglou I, Naoum MC, Papadopoulos NA, Chalioris CE. A Deep Learning Approach for Autonomous Compression Damage Identification in Fiber-Reinforced Concrete Using Piezoelectric Lead Zirconate Titanate Transducers. Sensors. 2024;24(2):386. doi:10.3390/s24020386
- Naoum MC, Sapidis GM, Papadopoulos NA, Voutetaki ME. An Electromechanical Impedance-Based Application of Realtime Monitoring for the Load-Induced Flexural Stress and Damage in Fiber-Reinforced Concrete. Fibers. 2023;11(4):34. doi:10.3390/fib11040034
- Van Steen C, Pahlavan L, Verstrynge E. Smart aggregates for acoustic emission monitoring of concrete cracking and reinforcement corrosion. Construction and Building Materials. 2024;443:137644. doi:10.1016/j.conbuildmat.2024.137644
- Sagar RV, Saha I, Basu DJ, Kundu T. Statistics of acoustic emission waveforms in characterizing the fracture process zone in fibre-reinforced cementitious materials under mode I fracture. Structural Health Monitoring. 2023;23(4):2083-2101. doi:10.1177/14759217231196216
- Nair A, Cai CS, Pan F, Kong X. Acoustic emission monitoring of damage progression in CFRP retrofitted RC beams. Structural Monitoring and Maintenance. 2014;1(1):111-130. doi:10.12989/smm.2014.1.1.111
- Gao S, Tian M. Flexural damage characterization of lightweight ultra-high performance concrete by recycled powder revealed based on acoustic emission technology. Journal of Building Engineering. 2025;114:114260. doi:10.1016/j.jobe.2025.114260
- Wang B, Sun Y, Li Y, Zhang C. Debonding Damage Detection in CFRP Plate-Strengthened Steel Beam Using Electromechanical Impedance Technique. Sensors. 2019;19(10):2296. doi:10.3390/s19102296
- Annamdas VG, Yang Y, Soh CK. Impedance-based concrete monitoring using embedded PZT sensors. Int J Civ Struct Eng. 2010;1(3):414–424.
- Ayrilmis N, Kanat G, Yildiz Avsar E, Palanisamy S, Ashori A. Utilizing waste manhole covers and fibreboard as reinforcing fillers for thermoplastic composites. Journal of Reinforced Plastics and Composites. 2024;44(17-18):1108-1118. doi:10.1177/07316844241238507
- Almeshaal M, Palanisamy S, Murugesan TM, Palaniappan M, Santulli C. Physico-chemical characterization of Grewia Monticola Sond (GMS) fibers for prospective application in biocomposites. Journal of Natural Fibers. 2022;19(17):15276-15290. doi:10.1080/15440478.2022.2123076
- Gawai S, Rai S, Bishnoi A. Enhancing physical properties of unfilled SBR rubber compounds using Nano CaCO3 additive. Int J Sci Res Eng Dev. 2025;13(4):40–49.
- Ramasubbu R, Kayambu A, Palanisamy S, Ayrilmis N. Mechanical properties of epoxy composites reinforced with Areca catechu fibers containing silicon carbide. BioResources. 2024;19(2):2353-2370. doi:10.15376/biores.19.2.2353-2370
- Palanisamy S, Mayandi K, Dharmalingam S, Rajini N, Santulli C, Mohammad F, et al. Tensile Properties and Fracture Morphology of Acacia Caesia Bark Fibers Treated with Different Alkali Concentrations. Journal of Natural Fibers. 2022;19(15):11258-11269. doi:10.1080/15440478.2021.2022562