Abstract
This paper presents a review of structural health monitoring techniques for carbon-based materials and structures. Based on the piezoresistivity of carbon, elastic deformation and the failure of carbon structures are visible by monitoring the electrical resistance. Carbon structures have an in-situ real-time self-sensing capability, eliminating the need for additional sensors. Numerous researchers have investigated the electromechanical properties of carbon materials by conducting experiments, numerical analyses, and simulations. In addition, the electrical conductivity of carbon is reinterpreted as an electrically equivalent circuit in order to investigate orientation-dependent sensing.
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Hwang, W.-C., Yang, Y.-J., Cha, C.-S., Jung, J.-A., Kim, J.-H., et al., “Impact Collapse Behavior of CFRP Structural Members according to the Variation of Section Shapes and Stacking Angles,” Int. J. Precis. Eng. Manuf., Vol. 16, No. 4, pp. 677–684, 2015.
Shahrajabian, H. and Farahnakian, M., “Modeling and Multi-Constrained Optimization in Drilling Process of Carbon Fiber Reinforced Epoxy Composite,” Int. J. Precis. Eng. Manuf., Vol. 14, No. 10, pp. 1829–1837, 2013.
Hong, S. W., Ahn, S. S., Li, H., Kim, J. K., Sang, J. K., et al., “Charpy Impact Fracture Characteristics of CFRP Composite Materials According to Variations of Fiber Array Direction and Temperature,” Int. J. Precis. Eng. Manuf., Vol. 14, No. 2, pp. 253–258, 2013.
Ahn, S. S., Hong, S. W., Koo, J. M., and Seok, C. S., “Prediction of Compressive Strength of CFRP Composite Structures Using Notch Strength,” Int. J. Precis. Eng. Manuf., Vol. 14, No. 6, pp. 1103–1108, 2013.
Jeon, K.-W., Shin, K.-B., and Kim, J.-S., “Evaluation of Tension-Compression and Tension-Tension Fatigue Life of Woven Fabric Glass/Epoxy Laminate Composites Used in Railway Vehicle,” Int. J. Precis. Eng. Manuf., Vol. 12, No. 5, pp. 813–820, 2011.
Tsao, C. C. and Hocheng, H., “Computerized Tomography and CScan for Measuring Delamination in the Drilling of Composite Materials Using Various Drills,” International Journal of Machine Tools and Manufacture, Vol. 45, No. 11, pp. 1282–1287, 2005.
Gros, X. E., Ogi, K., and Takahashi, K., “Eddy Current, Ultrasonic C-Scan and Scanning Acoustic Microscopy Testing of Delaminated Quasi-Isotropic CFRP Materials: A Case Study,” Journal of Reinforced Plastics and Composites, Vol. 17, No. 5, pp. 389–405, 1998.
Mook, G., Pohl, J., Michel, F., and Benziger, T., “Damage Evaluation of Smart CFRP-Piezoceramic-Materials Using Non-Destructive Methods,” Proc. of ICCM-12 Conference on Composite Materials Paris, pp. 1–10, 1999.
Lane, R. A., “Sensors and Sensing Technologies for Integrated Vehicle Health Monitoring Systems,” pp. 11–15, 2004.
Wang, P., Tamilselvan, P., Twomey, J., and Youn, B. D., “Prognosis-Informed Wind Farm Operation and Maintenance for Concurrent Economic and Environmental Benefits,” Int. J. Precis. Eng. Manuf., Vol. 14, No. 6, pp. 1049–1056, 2013.
Lange, R. and Mook, G., “Structural Analysis of CFRP Using Eddy Current Methods,” NDT & E International, Vol. 27, No. 5, pp. 241–248, 1994.
Riegert, G., Zweschper, T., and Busse, G., “Lockin Thermography with Eddy Current Excitation,” Quantitative InfraRed Thermography Journal, Vol. 1, No. 1, pp. 21–32, 2004.
Schulze, M. H., Heuer, H., Kü ttner, M., and Meyendorf, N., “High-Resolution Eddy Current Sensor System for Quality Assessment of Carbon Fiber Materials,” Microsystem Technologies, Vol. 16, No. 5, pp. 791–797, 2010.
Yin, W., Withers, P. J., Sharma, U., and Peyton, A. J., “Noncontact Characterization of Carbon-Fiber-Reinforced Plastics Using Multifrequency Eddy Current Sensors,” IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 3, pp. 738–743, 2009.
Lee, J., Sheen, B., and Cho, Y., “Quantitative Tomographic Visualization for Irregular Shape Defects by Guided Wave Long Range Inspection,” Int. J. Precis. Eng. Manuf., Vol. 16, No. 9, pp. 1949–1954, 2015.
Seo, H., Jhang, K.-Y., Kim, K.-C., and Hong, D.-P., “Improvement of Crack Sizing Performance by Using Nonlinear Ultrasonic Technique,” Int. J. Precis. Eng. Manuf., Vol. 15, No. 11, pp. 2461–2464, 2014.
Park, J.-W., Im, K.-H., Yang, I.-Y., Kim, S.-K., Kang, S.-J., et al. “Terahertz Radiation NDE of Composite Materials for Wind Turbine Applications,” Int. J. Precis. Eng. Manuf., Vol. 15, No. 6, pp. 1247–1254, 2014.
Im, K.-H., Lee, K.-S., Yang, I.-Y., Yang, Y.-J., Seo, Y.-H., et al. “Advanced T-Ray Nondestructive Evaluation of Defects in FRP Solid Composites,” Int. J. Precis. Eng. Manuf., Vol. 14, No. 6, pp. 1093–1098, 2013.
Kim, G., Hong, S., Jhang, K.-Y., and Kim, G. H., “NDE of Low-Velocity Impact Damages in Composite Laminates Using ESPI, Digital Shearography and Ultrasound C-Scan Techniques,” Int. J. Precis. Eng. Manuf., Vol. 13, No. 6, pp. 869–876, 2012.
Hsu, D. K., Lee, K.-S., Park, J.-W., Woo, Y.-D., Im, K. H., “NDE Inspection of Terahertz Waves in Wind Turbine Composites,” Int. J. Precis. Eng. Manuf., Vol. 13, No. 7, pp. 1183–1189, 2012.
Gao, D., Wang, Y., Wu, Z., Rahim, G., and Ba, S., “Design of a Sensor Network for Structural Health Monitoring of a Full-Scale Composite Horizontal Tail,” Smart Materials and Structures, Vol. 23, No. 5, 2014.
Tsao, C., “Thrust Force and Delamination of Core-Saw Drill during Drilling of Carbon Fiber Reinforced Plastics (CFRP),” The International Journal of Advanced Manufacturing Technology, Vol. 37, No. 1-2, pp. 23–28, 2008.
Soutis, C. and Curtis, P., “Prediction of the Post-Impact Compressive Strength of CFRP Laminated Composites,” Composites Science and Technology, Vol. 56, No. 6, pp. 677–684, 1996.
Tsao, C. and Hocheng, H., “Computerized Tomography and CScan for Measuring Delamination in the Drilling of Composite Materials Using Various Drills,” International Journal of Machine Tools and Manufacture, Vol. 45, No. 11, pp. 1282–1287, 2005.
Quaegebeur, N., Micheau, P., Masson, P., and Maslouhi, A., “Structural Health Monitoring Strategy for Detection of Interlaminar Delamination in Composite Plates,” Smart Structures and Materials, Vol. 19, No. 8, 2011.
Diamanti, K. and Soutis, C., “Structural Health Monitoring Techniques for Aircraft Composite Structures,” Progress in Aerospace Sciences, Vol. 46, No. 8, pp. 342–352, 2010.
Shmaliy, Y. S., Ibarra-Manzano, O., Aridrade-Lucio, J., and Rojas-Laguna, R., “Approximate Estimates of Limiting Errors of Passive Wireless Saw Sensing with DPM,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Vol. 52, No. 10, pp. 1797–1805, 2005.
Singh, R. K. and Chennamsetti, R., “Propagation of Ao Mode through the Front Edge of a Delamination: Numerical and Experimental Studies,” Int. J. Precis. Eng. Manuf., Vol. 15, No. 8, pp. 1639–1645, 2014.
Jeong, H., Lee, J.-S., and Bae, S.-M., “Defect Detection and Localization in Plates Using a Lamb Wave Time Reversal Technique,” Int. J. Precis. Eng. Manuf., Vol. 12, No. 3, pp. 427–434, 2011.
Kang, D., Kim, H.-Y., Kim, D.-H., and Park, S., “Thermal Characteristics of FBG Sensors at Cryogenic Temperatures for Structural Health Monitoring,” Int. J. Precis. Eng. Manuf., Vol. 17, No. 1, pp. 5–9, 2016.
Kim, C., Kim, K., Kim, H., Paek, I., Yoo, N., et al. “A Method to Estimate Bending Moments Acting on a Wind Turbine Blade Specimen Using FBG Sensors,” Int. J. Precis. Eng. Manuf., Vol. 13, No. 7, pp. 1247–1250, 2012.
Bang, H.-J., Kim, H.-I., and Lee, K.-S., “Measurement of Strain and Bending Deflection of a Wind Turbine Tower Using Arrayed FBG Sensors,” Int. J. Precis. Eng. Manuf., Vol. 13, No. 12, pp. 2121–2126, 2012.
Chan, T. H., Yu, L., Tam, H. Y., Ni, Y. Q., Liu, S. Y., et al., “Fiber Bragg Grating Sensors for Structural Health Monitoring of Tsing Ma Bridge: Background and Experimental Observation,” Engineering Structures, Vol. 28, No. 5, pp. 648–659, 2006.
Takeda, S., Minakuchi, S., Okabe, Y., and Takeda, N., “Delamination Monitoring of Laminated Composites Subjected to Low-Velocity Impact Using Small-Diameter FBG Sensors,” Composites Part A: Applied Science and Manufacturing, Vol. 36, No. 7, pp. 903–908, 2005.
Botsev, Y., Arad, E., Tur, M., Kressel, I., Ben-Sinon, U., et al. “Damage Detection under a Composite Patch Using an Embedded PZT-FBG Ultrasonic Sensor Array,” Proc. of 3rd European Workshop on International Society for Optics and Photonics, Vol. 6619, 2007.
Minakuchi, S., Banshoya, H., Ii, S., and Takeda, N., “Hierarchical Fiber-Optic Delamination Detection System for Carbon Fiber Reinforced Plastic Structures,” Smart Materials and Structures, Vol. 21, No. 10, 2012.
Davis, C. E., Norman, P., Ratcliffe, C., and Crane, R., “Broad Area Damage Detection in Composites Using Fibre Bragg Grating Arrays,” Structural Health Monitoring, Vol. 11, No. 6, pp. 724–732, 2012.
Davis, C., Baker, W., Moss, S. D., Galea, S. C., and Jones, R., “In Situ Health Monitoring of Bonded Composite Repairs Using a Novel Fiber Bragg Grating Sensing Arrangement,” Proc. of International Society for Optics and Photonics of International Symposium on Smart Materials, Nano-, Micro-Smart Systems, pp. 140–149, 2002.
Kalinin, V., “Wireless Physical Saw Sensors for Automotive Applications,” Proc. of 2011 IEEE International Ultrasonics Symposium, pp. 212–221, 2011.
Jang, S., Jo, H., Cho, S., Mechitov, K., Rice, J. A., et al., “Structural Health Monitoring of a Cable-Stayed Bridge Using Smart Sensor Technology: Deployment and Evaluation,” Smart Structures and Systems, Vol. 6, No. 5-6, pp. 439–459, 2010.
Qiu, L. and Yuan, S., “On Development of a Multi-Channel PZT Array Scanning System and Its Evaluating Application on UAV Wing Box,” Sensors and Actuators A: Physical, Vol. 151, No. 2, pp. 220–230, 2009.
Jeong, M., Bae, J.-G., and Koh, B.-H., “A Feasibility Study of Damage Tracking through the Diffusive Communication of Wireless Sensors,” Int. J. Precis. Eng. Manuf., Vol. 11, No. 1, pp. 23–29, 2010.
Fan, Y. and Kahrizi, M., “Characterization of a FBG Strain Gage Array Embedded in Composite Structure,” Sensors and Actuators A: Physical, Vol. 121, No. 2, pp. 297–305, 2005.
Ciampa, F. and Meo, M., “A New Algorithm for Acoustic Emission Localization and Flexural Group Velocity Determination in Anisotropic Structures,” Composites Part A: Applied Science and Manufacturing, Vol. 41, No. 12, pp. 1777–1786, 2010.
Geim, A. K. and Novoselov, K. S., “The Rise of Graphene,” Nature Materials, Vol. 6, No. 3, pp. 183–191, 2007.
Ashby, M., Gibson, L., Wegst, U., and Olive, R., “The Mechanical Properties of Natural Materials. I. Material Property Charts,” Proc. of the Royal Society of Physical and Engineering Sciences, pp. 123–140, 1995.
Shin, Y. C., Novin, E., and Kim, H., “Electrical and Thermal Conductivities of Carbon Fiber Composites with High Concentrations of Carbon Nanotubes,” Int. J. Precis. Eng. Manuf., Vol. 16, No. 3, pp. 465–470, 2015.
Yoo, L. and Kim, H., “Conductivities of Graphite Fiber Composites with Single-Walled Carbon Nanotube Layers,” Int. J. Precis. Eng. Manuf., Vol. 12, No. 4, pp. 745–748, 2011.
Wang, X. and Chung, D., “Short-Carbon-Fiber-Reinforced Epoxy as a Piezoresistive Strain Sensor,” Smart Materials and Structures, Vol. 4, No. 4, pp. 363, 1995.
Chung, D., “Cement Reinforced with Short Carbon Fibers: A Multifunctional Material,” Composites Part B: Engineering, Vol. 31, No. 6, pp. 511–526, 2000.
Chung, D., “Piezoresistive Cement-Based Materials for Strain Sensing,” Journal of Intelligent Material Systems and Structures, Vol. 13, No. 9, pp. 599–609, 2002.
Wang, X., Fu, X., and Chung, D. D., “Piezoresistive Strain Sensors in the Form of Short Carbon Fiber Composites,” Proc. of 5th Smart Structures and Materials, International Society for Optics and Photonics, Vol. 3324, pp. 115–126, 1998.
Chung, D., “Cement-Matrix Composites for Smart Structures,” Smart Materials and Structures, Vol. 9, No. 4, pp. 389–401, 2000.
Wen, S. and Chung, D., “Pitch-Matrix Composites for Electrical, Electromagnetic and Strain-Sensing Applications,” Journal of Materials Science, Vol. 40, No. 15, pp. 3897–3903, 2005.
Park, J.-M., Kim, P.-G., Jang, J.-H., Wang, Z., Kim, J.-W., et al., “Self-Sensing and Dispersive Evaluation of Single Carbon Fiber/ Carbon Nanotube (CNT)-Epoxy Composites Using Electro-Micromechanical Technique and Nondestructive Acoustic Emission,” Composites Part B: Engineering, Vol. 39, No. 7, pp. 1170–1182, 2008.
Hu, N., Fukunaga, H., Atobe, S., Liu, Y., and Li, J., “Piezoresistive Strain Sensors Made from Carbon Nanotubes Based Polymer Nanocomposites,” Sensors, Vol. 11, No. 11, 2011.
Kang, I., Schulz, M. J., Kim, J. H., Shanov, V., and Shi, D., “A Carbon Nanotube Strain Sensor for Structural Health Monitoring,” Smart Materials and Structures, Vol. 15, No. 3, pp. 737–748, 2006.
Todoroki, A. and Tanaka, Y., “Delamination Identification of Cross-Ply Graphite/Epoxy Composite Beams Using Electric Resistance Change Method,” Composites Science and Technology, Vol. 62, No. 5, pp. 629–639, 2002.
Feraboli, P., Cleveland, T., Ciccu, M., Stickler, P., and De Oto, L., “Defect and Damage Analysis of Advanced Discontinuous Carbon/ Epoxy Composite Materials,” Composites Part A: Applied Science and Manufacturing, Vol. 41, No. 7, pp. 888–901, 2010.
Ku-Herrera, J. and Aviles, F., “Cyclic Tension and Compression Piezoresistivity of Carbon Nanotube/Vinyl Ester Composites in the Elastic and Plastic Regimes,” Carbon, Vol. 50, No. 7, pp. 2592–2598, 2012.
Böger, L., Wichmann, M. H., Meyer, L. O., and Schulte, K., “Load and Health Monitoring in Glass Fibre Reinforced Composites with an Electrically Conductive Nanocomposite Epoxy Matrix,” Composites Science and Technology, Vol. 68, No. 7, pp. 1886–1894, 2008.
Alexopoulos, N., Bartholome, C., Poulin, P., and Marioli-Riga, Z., “Structural Health Monitoring of Glass Fiber Reinforced Composites Using Embedded Carbon Nanotube (CNT) Fibers,” Composites Science and Technology, Vol. 70, No. 2, pp. 260–271, 2010.
Vavouliotis, A., Paipetis, A., and Kostopoulos, V., “On the Fatigue Life Prediction of CFRP Laminates Using the Electrical Resistance Change Method,” Composites Science and Technology, Vol. 71, No. 5, pp. 630–642, 2011.
Abot, J. L., Song, Y., Vatsavaya, M. S., Medikonda, S., Kier, Z., et al. “Delamination Detection with Carbon Nanotube Thread in Self-Sensing Composite Materials,” Composites Science and Technology, Vol. 70, No. 7, pp. 1113–1119, 2010.
Kim, S.-C., Kim, J. S., and Yoon, H.-J., “Experimental and Numerical Investigations of Mode I Delamination Behaviors of Woven Fabric Composites with Carbon, Kevlar and Their Hybrid Fibers,” Int. J. Precis. Eng. Manuf., Vol. 12, No. 2, pp. 321–329, 2011.
Xiao, J., Li, Y., and Fan, W., “A Laminate Theory of Piezoresistance for Composite Laminates,” Composites Science and Technology, Vol. 59, No. 9, pp. 1369–1373, 1999.
Wang, S. and Chung, D., “Piezoresistivity in Continuous Carbon Fiber Polymer-Matrix Composite,” Polymer Composites, Vol. 21, No. 1, pp. 13–19, 2000.
Wang, S., Kowalik, D. P., and Chung, D., “Self-Sensing Attained in Carbon-Fiber-Polymer-Matrix Structural Composites by Using the Interlaminar Interface as a Sensor,” Smart Materials and Structures, Vol. 13, No. 3, pp. 570–592, 2004.
Takeda, T., Shindo, Y., Fukuzaki, T., and Narita, F., “Short Beam Interlaminar Shear Behavior and Electrical Resistance-Based Damage Self-Sensing of Woven Carbon/Epoxy Composite Laminates in a Cryogenic Environment,” Journal of Composite Materials, pp. 1–10, 2012.
Abry, J., Choi, Y., Chateauminois, A., Dalloz, B., Giraud, G., et al. “In-Situ Monitoring of Damage in CFRP Laminates by Means of AC and DC Measurements,” Composites Science and Technology, Vol. 61, No. 6, pp. 855–864, 2001.
Song, D.-Y., Takeda, N., and Kitano, A., “Correlation between Mechanical Damage Behavior and Electrical Resistance Change in CFRP Composites as a Health Monitoring Sensor,” Materials Science and Engineering: A, Vol. 456, No. 1, pp. 286–291, 2007.
Todoroki, A. and Yoshida, J., “Electrical Resistance Change of Unidirectional CFRP Due to Applied Load,” Japan Society of Mechanical Engineers International Journal Series A, Vol. 47, No. 3, pp. 357–364, 2004.
Todoroki, A., Samejima, Y., Hirano, Y., and Matsuzaki, R., “Piezoresistivity of Unidirectional Carbon/Epoxy Composites for Multiaxial Loading,” Composites Science and Technology, Vol. 69, No. 11, pp. 1841–1846, 2009.
Todoroki, A., “Electric Current Analysis for Thick Laminated CFRP Composites,” Transactions of the Japan Society for Aeronautical and Space Sciences, Vol. 55, No. 4, pp. 237–243, 2012.
Todoroki, A. and Yoshida, J., “Apparent Negative Piezoresistivity of Single-Ply CFRP due to Poor Electrical Contact of Four-Probe Method,” Measurement, Vol. 1, pp. 1–6, 2005.
Abry, J., Bochard, S., Chateauminois, A., Salvia, M., and Giraud, G., “In Situ Detection of Damage in CFRP Laminates by Electrical Resistance Measurements,” Composites Science and Technology, Vol. 59, No. 6, pp. 925–935, 1999.
Park, J., Okabe, T., Takeda, N., and Curtin, W., “Electromechanical Modeling of Unidirectional CFRP Composites under Tensile Loading Condition,” Composites Part A: Applied Science and Manufacturing, Vol. 33, No. 2, pp. 267–275, 2002.
Xia, Z., Okabe, T., Park, J., Curtin, W., and Takeda, N., “Quantitative Damage Detection in CFRP Composites: Coupled Mechanical and Electrical Models,” Composites Science and Technology, Vol. 63, No. 10, pp. 1411–1422, 2003.
Todoroki, A., Tanaka, M., and Shimamura, Y., “Measurement of Orthotropic Electric Conductance of CFRP Laminates and Analysis of the Effect on Delamination Monitoring with an Electric Resistance Change Method,” Composites Science and Technology, Vol. 62, No. 5, pp. 619–628, 2002.
Prasad, M. S., Venkatesha, C., and Jayaraju, T., “Experimental Methods of Determining Fracture Toughness of Fiber Reinforced Polymer Composites under Various Loading Conditions,” Journal of Minerals and Materials Characterization and Engineering, Vol. 10, No. 13, pp. 1263–1275, 2011.
Todoroki, A., Samejima, Y., Hirano, Y., Matsuzaki, R., and Mizutani, Y., “Mechanism of Electrical Resistance Change of a Thin CFRP Beam after Delamination Cracking,” Journal of Solid Mechanics and Materials Engineering, Vol. 4, No. 1, pp. 1–11, 2010.
Todoroki, A., Shimazu, Y., and Misutani, Y., “Electrical Resistance Reduction of Laminated Carbon Fiber Reinforced Polymer by Dent Made by Indentation without Cracking,” Journal of Solid Mechanics and Materials Engineering, Vol. 6, No. 12, pp. 1042–1052, 2012.
Todoroki, A. “The Effect of Number of Electrodes and Diagnostic Tool for Monitoring the Delamination of CFRP Laminates by Changes in Electrical Resistance,” Composites Science and Technology, Vol. 61, No. 13, pp. 1871–1880, 2001.
Todoroki, A., Yamada, K., Mizutani, Y., Suzuki, Y., Matsuzaki, R., et al. “Self-Sensing Curved Micro-Strip Line Method for Damage Detection of CFRP Composites,” Open Journal of Composite Materials, Vol. 4, No. 3, pp.5, 2014.
Donough, M., Gunnion, A., Orifici, A., and Wang, C., “Scaling Parameter for Fatigue Delamination Growth in Composites under Varying Load Ratios,” Composites Science and Technology, Vol. 120, pp. 39–48, 2015.
Ranjit, S., Kang, K., and Kim, W., “Investigation of Lock-in Infrared Thermography for Evaluation of Subsurface Defects Size and Depth,” Int. J. Precis. Eng. Manuf., Vol. 16, No. 11, pp. 2255–2264, 2015.
Gao, T. and Cho, J.-U., “A Study on Damage and Penetration Behaviour of Carbon Fiber Reinforced Plastic Sandwich at Various Impacts,” Int. J. Precis. Eng. Manuf., Vol. 16, No. 8, pp. 1845–1850, 2015.
Koo, J.-M., Choi, J.-H., and Seok, C.-S., “Prediction of Residual Strength after Impact of CFRP Composite Structures,” Int. J. Precis. Eng. Manuf., Vol. 15, No. 7, pp. 1323–1329, 2014.
Schueler, R., Joshi, S. P., and Schulte, K., “Damage Detection in CFRP by Electrical Conductivity Mapping,” Composites Science and Technology, Vol. 61, No. 6, pp. 921–930, 2001.
Gunst, R. F., “Response Surface Methodology: Process and Product Optimization Using Designed Experiments,” Technometrics, Vol. 38, No. 3, pp. 284–286, 1996.
Louis, M., Joshi, S. P., and Brockmann, W., “An Experimental Investigation of Through-Thickness Electrical Resistivity of CFRP Laminates,” Composites Science and Technology, Vol. 61, No. 6, pp. 911–919, 2001.
Angelidis, N., Khemiri, N., and Irving, P. E. “Experimental and Finite Element Study of the Electrical Potential Technique for Damage Detection in CFRP Laminates,” Smart Materials and Structures, Vol. 14, No. 1, pp. 147–154, 2005.
Todoroki, A., Haruyama, D., Mizutani, Y., Suzuki, Y., and Yasuoka, T., “Electrical Resistance Change of Carbon/Epoxy Composite Laminates under Cyclic Loading under Damage Initiation Limit,” Open Journal of Composite Materials, Vol. 4, No. 1, pp. 22–31, 2014.
Todoroki, A., “Electric Current Analysis of CFRP Using Perfect Fluid Potential Flow,” Transactions of the Japan Society for Aeronautical and Space Sciences, Vol. 55, No. 3, pp. 183–190, 2012.
Todoroki, A., Tanaka, M., and Shimamura, Y., “Electrical Resistance Change Method for Monitoring Delaminations of CFRP Laminates: Effect of Spacing between Electrodes,” Composites Science and Technology, Vol. 65, No. 1, pp. 37–46, 2005.
Wang, S. and Chung, D., “Negative Piezoresistivity in Continuous Carbon Fiber Epoxy-Matrix Composite,” Journal of Materials Science, Vol. 42, No. 13, pp. 4987–4995, 2007.
Curtin, W., “Stochastic Damage Evolution and Failure in Fiber-Reinforced Composites,” Advances in Applied Mechanics, Vol. 36, pp. 163–253, 1998.
Park, J. B., Okabe, T., and Takeda, N., “New Concept for Modeling the Electromechanical Behavior of Unidirectional Carbon-Fiber-Reinforced Plastic under Tensile Loading,” Smart Materials and Structures, Vol. 12, No. 1, pp. 105–114, 2003.
Tsu, T., Mugele, R., and Mcclintock, F., “A Statistical Distribution Function of Wide Applicability,” ASME-AMER Society Mechanical Engineering, pp. 233–234, 1952.
Xia, Z. and Curtin, W., “Modeling of Mechanical Damage Detection in CFRPs via Electrical Resistance,” Composites Science and Technology, Vol. 67, No. 7, pp. 1518–1529, 2007.
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Roh, H.D., Lee, H. & Park, YB. Structural health monitoring of carbon-material-reinforced polymers using electrical resistance measurement. Int. J. of Precis. Eng. and Manuf.-Green Tech. 3, 311–321 (2016). https://doi.org/10.1007/s40684-016-0040-4
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DOI: https://doi.org/10.1007/s40684-016-0040-4