综述

纤维增强聚合物复合材料无损检测方法进展

  • 黄领才
展开
  • 西北工业大学 航空学院,西安 710072
.E-mail: huanglc003@avic.com

收稿日期: 2023-09-04

  修回日期: 2023-09-22

  录用日期: 2023-12-19

  网络出版日期: 2023-12-26

Review of nondestructive testing methods for fiber⁃reinforced polymer composites

  • Lingcai HUANG
Expand
  • School of Aeronautics,Northwestern Polytechnical University,Xi’an 710072,China

Received date: 2023-09-04

  Revised date: 2023-09-22

  Accepted date: 2023-12-19

  Online published: 2023-12-26

摘要

近年来,纤维增强聚合物(FRP)复合材料凭借其卓越的力学性能和显著的重量优势,应用范围日益广泛。然而由于其复杂的损伤模式,需使用先进的损伤表征方法防止潜在的灾难性后果。目前,各种无损检测与评价(NDT&E)技术已被广泛应用于FRP复合材料的损伤检测,这些技术经过不断的发展和改进已能提供可靠的结构检测,尤其是在航空航天领域。本文首先对FRP复合材料损伤诊断领域无损检测技术的最新进展进行全面概述,分别对声发射测试、超声波测试、红外成像测试、激光错位散斑干涉测试、数字图像相关测试、涡流检测、太赫兹成像检测、微波检测、电学层析成像检测和X射线10种无损检测技术进行深入分析和评价,并探讨每种技术的优点和局限性。随后根据特定的准则,采用层次分析法对无损检测技术进行分析。然而由于单一无损检测技术难以实现缺陷识别、定位、分类和评估等功能的统一,因此最后提出了一种组合无损检测的技术方案,以期在实际工程应用中取得更好的效果。

本文引用格式

黄领才 . 纤维增强聚合物复合材料无损检测方法进展[J]. 航空学报, 2024 , 45(5) : 529697 -529697 . DOI: 10.7527/S1000-6893.2023.29697

Abstract

In recent years, Fiber-Reinforced Polymer (FRP) composites have seen a significant increase in their application scope due to their exceptional mechanical properties and remarkable weight advantages. However, due to their intricate damage modes, it is crucial to employ advanced damage characterization methods to mitigate potential catastrophic consequences. Currently, a wide range of Non-Destructive Testing and Evaluation (NDT&E) techniques have been extensively employed in the damage detection of FRP composite. These techniques have undergone continuous development and enhancement, enabling reliable structural examination, particularly in the aerospace industry. This article will initially provide a comprehensive overview of the latest advancements in non-destructive testing techniques within the FRP composite material damage diagnosis, providing intensive analysis and evaluation of ten NDT technologies, namely acoustic emission test, ultrasonic test, Infrared thermography test, shearography test, digital image correlation test, eddy current test, terahertz imaging test, microwave test, electrical tomography imaging test and X-ray test, assessing the advantages and limitations of each technique. Subsequently, based on specific criteria, these non-destructive testing techniques will be assessed. However, as single non-destructive testing techniques struggle to achieve unified functions such as defect identification, localization, classification, and evaluation, a combination of non-destructive testing is proposed as a solution to achieve enhanced outcomes in practical engineering applications.

参考文献

1 ABRAMOVICH H. Introduction to composite materials[M]∥ Stability and Vibrations of Thin Walled Composite Structures. Amsterdam: Elsevier, 2017: 1-47.
2 CASTELLANO A, FRADDOSIO A, PICCIONI M D. Quantitative analysis of QSI and LVI damage in GFRP unidirectional composite laminates by a new ultrasonic approach[J]. Composites Part B: Engineering2018151: 106-117.
3 TOMAR S S, ZAFAR S, TALHA M, et al. State of the art of composite structures in non-deterministic framework: A review[J]. Thin-Walled Structures2018132: 700-716.
4 MEOLA C, BOCCARDI S, CARLOMAGNO G M. Composite material overview and its testing for aerospace components[M]∥ Sustainable Composites for Aerospace Applications. Amsterdam: Elsevier, 2018: 69-108.
5 KAMATH G M, SUNDARAM R, GUPTA N, et al. Damage studies in composite structures for structural health monitoring using strain sensors[J]. Structural Health Monitoring20109(6): 497-512.
6 ADAMUS K, ADAMUS J, LACKI J. Ultrasonic testing of thin walled components made of aluminum based laminates[J]. Composite Structures2018202: 95-101.
7 SAEEDIFAR M, MANSVELDER J, MOHAMMADI R, et al. Using passive and active acoustic methods for impact damage assessment of composite structures[J]. Composite Structures2019226: 111252.
8 TALREJA R, PHAN N. Assessment of damage tolerance approaches for composite aircraft with focus on barely visible impact damage[J]. Composite Structures2019219: 1-7.
9 WRONKOWICZ A, DRAGAN K, LIS K. Assessment of uncertainty in damage evaluation by ultrasonic testing of composite structures[J]. Composite Structures2018203: 71-84.
10 ICDNT. ICNDT guide to qualification and certification of personnel for NDT ICNDT guide to qualification and certification of personnel[EB/OL]. (2016-07-19) [2023-06-01]. .
11 CRALL M D, LANEY S G, KELLER M W. Multimodal damage detection in self-sensing fiber reinforced composites[J]. Advanced Functional Materials201929(12): 1806634.
12 DIAMANTI K, SOUTIS C. Structural health monitoring techniques for aircraft composite structures[J]. Progress in Aerospace Sciences201046(8): 342-352.
13 周伟, 田晓, 张亭, 等. 风电叶片玻璃钢复合材料声发射衰减与源定位[J]. 河北大学学报(自然科学版)201232(1): 100-104.
  ZHOU W, TIAN X, ZHANG T, et al. Acoustic emission attenuation and source location of glass fiber composites for wind turbine blades[J]. Journal of Hebei University (Natural Science Edition)201232(1): 100-104 (in Chinese).
14 黄展鸿, 黄春芳, 张鉴炜, 等. 声发射技术在纤维增强复合材料损伤检测和破坏过程分析中的应用研究进展[J]. 材料导报201832(7): 1122-1128.
  HUANG Z H, HUANG C F, ZHANG J W, et al. Acoustic emission technique for damage detection and failure process determination of fiber-reinforced polymer composites: An application review[J]. Materials Review201832(7): 1122-1128 (in Chinese).
15 EATON M J, PULLIN R, HOLFORD K M. Towards improved damage location using acoustic emission[J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science2012226(9): 2141-2153.
16 SARASINI F, SANTULLI C. Non-destructive testing (NDT) of natural fibre composites: Acoustic emission technique[M]∥ Natural Fibre Composites. Amsterdam: Elsevier, 2014: 273-302.
17 EHRHART B, VALESKE B, BOCKENHEIMER C. Non-destructive evaluation (NDE) of aerospace composites: Methods for testing adhesively bonded composites[M]∥ Non-Destructive Evaluation (NDE) of Polymer Matrix Composites. Amsterdam: Elsevier, 2013: 220-237.
18 MCCRORY J P, AL-JUMAILI S K, CRIVELLI D, et al. Damage classification in carbon fibre composites using acoustic emission: A comparison of three techniques[J]. Composites Part B: Engineering201568: 424-430.
19 ZHOU J R, MATHEWS V J, ADAMS D O. Acoustic emission-based impact location estimation on composite structures[J]. Structural Health Monitoring201918(5-6): 1652-1668.
20 ZHAO W Z, ZHOU W. Cluster analysis of acoustic emission signals and tensile properties of carbon/glass fiber-reinforced hybrid composites[J]. Structural Health Monitoring201918(5-6): 1686-1697.
21 DAS A K, LEUNG C K. A new power-based method to determine the first arrival information of an acoustic emission wave[J]. Structural Health Monitoring201918(5-6): 1620-1632.
22 孙恒, 马连华, 周伟, 等. 3D打印复合材料拉伸变形的声发射监测[J]. 复合材料科学与工程2022(12): 69-74.
  SUN H, MA L H, ZHOU W, et al. Acoustic emission monitoring of tensile deformation of 3D printed composites[J]. Composites Science and Engineering2022(12): 69-74 (in Chinese).
23 WANG B, ZHONG S C, LEE T L, et al. Non-destructive testing and evaluation of composite materials/structures: A state-of-the-art review[J]. Advances in Mechanical Engineering202012(4): 168781402091376.
24 SAEEDIFAR M, NAJAFABADI M A, ZAROUCHAS D, et al. Barely visible impact damage assessment in laminated composites using acoustic emission[J]. Composites Part B: Engineering2018152: 180-192.
25 SAEEDIFAR M, FOTOUHI M, AHMADI NAJAFABADI M, et al. Prediction of delamination growth in laminated composites using acoustic emission and cohesive zone modeling techniques[J]. Composite Structures2015124: 120-127.
26 DAHMENE F, YAACOUBI S, MOUNTASSIR M EL, et al. On the modal acoustic emission testing of composite structure[J]. Composite Structures2016140: 446-452.
27 MOHAMMADI R, NAJAFABADI M A, SAGHAFI H, et al. The effect of mode II fatigue crack growth rate on the fractographic features of CFRP composite laminates: An acoustic emission and scanning electron microscopy analysis[J]. Engineering Fracture Mechanics2021241: 107408.
28 SAEEDIFAR M, ZAROUCHAS D. Damage characterization of laminated composites using acoustic emission: A review[J]. Composites Part B: Engineering2020195: 108039.
29 NSENGIYUMVA W, ZHONG S C, LIN J W, et al. Advances, limitations and prospects of nondestructive testing and evaluation of thick composites and sandwich structures: A state-of-the-art review[J]. Composite Structures2021256: 112951.
30 DIOGO A R, MOREIRA B, GOUVEIA C A J, et al. A review of signal processing techniques for ultrasonic guided wave testing[J]. Metals202212(6): 936.
31 TABRIZI I E, KEFAL A, ZANJANI J S M, et al. Experimental and numerical investigation on fracture behavior of glass/carbon fiber hybrid composites using acoustic emission method and refined zigzag theory[J]. Composite Structures2019223: 110971.
32 XU D, LIU P F, CHEN Z P. Damage mode identification and singular signal detection of composite wind turbine blade using acoustic emission[J]. Composite Structures2021255: 112954.
33 FRIEDRICH L, COLPO A, MAGGI A, et al. Damage process in glass fiber reinforced polymer specimens using acoustic emission technique with low frequency acquisition[J]. Composite Structures2021256: 113105.
34 KALTEREMIDOU K A, AGGELIS D G, VAN HEMELRIJCK D, et al. On the use of acoustic emission to identify the dominant stress/strain component in carbon/epoxy composite materials[J]. Mechanics Research Communications2021111: 103663.
35 SAIDANE E H, SCIDA D, ASSARAR M, et al. Damage mechanisms assessment of hybrid flax-glass fibre composites using acoustic emission[J]. Composite Structures2017174: 1-11.
36 HAMDI K, MOREAU G, ABOURA Z. Digital image correlation, acoustic emission and in situ microscopy in order to understand composite compression damage behavior[J]. Composite Structures2021258: 113424.
37 ZHANG Y N, ZHOU B, YU F G, et al. Cluster analysis of acoustic emission signals and infrared thermography for defect evolution analysis of glass/epoxy composites[J]. Infrared Physics & Technology2021112: 103581.
38 SAEEDIFAR M, AHMADI NAJAFABADI M, YOUSEFI J, et al. Delamination analysis in composite laminates by means of acoustic emission and bi-linear/tri-linear cohesive zone modeling[J]. Composite Structures2017161: 505-512.
39 EATON M, PEARSON M, LEE W, et al. Accurate damage location in complex composite structures and industrial environments using acoustic emission[J]. Journal of Physics: Conference Series2015628: 012105.
40 CARVELLI V, D’ETTORRE A, LOMOV S V. Acoustic emission and damage mode correlation in textile reinforced PPS composites[J]. Composite Structures2017163: 399-409.
41 ROUNDI W, MAHI A EL, GHARAD A EL, et al. Acoustic emission monitoring of damage progression in glass/epoxy composites during static and fatigue tensile tests[J]. Applied Acoustics2018132: 124-134.
42 DWIVEDI S K, VISHWAKARMA M, SONI P A. Advances and researches on non destructive testing: A review[J]. Materials Today: Proceedings20185(2): 3690-3698.
43 GAO F, HUA J D, ZENG L, et al. Amplitude modified sparse imaging for damage detection in quasi-isotropic composite laminates using non-contact laser induced Lamb waves[J]. Ultrasonics201993: 122-129.
44 NAKAHATA K, AMANO Y, OGI K, et al. Three-dimensional ultrasonic wave simulation in laminated CFRP using elastic parameters determined from wavefield data[J]. Composites Part B: Engineering2019176: 107018.
45 BLANDFORD B M, JACK D A. High resolution depth and area measurements of low velocity impact damage in carbon fiber laminates via an ultrasonic technique[J]. Composites Part B: Engineering2020188: 107843.
46 DONG J L, KIM B, LOCQUET A, et al. Nondestructive evaluation of forced delamination in glass fiber-reinforced composites by terahertz and ultrasonic waves[J]. Composites Part B: Engineering201579: 667-675.
47 MEOLA C, BOCCARDI S, CARLOMAGNO G M, et al. Nondestructive evaluation of carbon fibre reinforced composites with infrared thermography and ultrasonics[J]. Composite Structures2015134: 845-853.
48 KATUNIN A, DRAGAN K, DZIENDZIKOWSKI M. Damage identification in aircraft composite structures: A case study using various non-destructive testing techniques[J]. Composite Structures2015127: 1-9.
49 IBRAHIM M E, SMITH R A, WANG C H. Ultrasonic detection and sizing of compressed cracks in glass- and carbon-fibre reinforced plastic composites[J]. NDT & E International201792: 111-121.
50 DZIENDZIKOWSKI M, DRAGAN K, KATUNIN A. Localizing impact damage of composite structures with modified RAPID algorithm and non-circular PZT arrays[J]. Archives of Civil and Mechanical Engineering201717(1): 178-187.
51 LI Y K, HE C F, LYU Y, et al. Crack detection in monocrystalline silicon solar cells using air-coupled ultrasonic lamb waves[J]. NDT & E International2019102: 129-136.
52 DIENEL C P, MEYER H, WERWER M, et al. Estimation of airframe weight reduction by integration of piezoelectric and guided wave-based structural health monitoring[J]. Structural Health Monitoring201918(5-6): 1778-1788.
53 WANG R, WU Q, YU F M, et al. Nonlinear ultrasonic detection for evaluating fatigue crack in metal plate[J]. Structural Health Monitoring201918(3): 869-881.
54 杨红娟, 杨正岩, 杨雷, 等. 碳纤维复合材料损伤的超声检测与成像方法研究进展[J]. 复合材料学报202340(8): 4295-4317.
  YANG H J, YANG Z Y, YANG L, et al. Progress in ultrasonic testing and imaging method for damage of carbon fiber composites[J]. Acta Materiae Compositae Sinica202340(8): 4295-4317 (in Chinese).
55 PAPA I, LOPRESTO V, SIMEOLI G, et al. Ultrasonic damage investigation on woven jute/poly (lactic acid) composites subjected to low velocity impact[J]. Composites Part B: Engineering2017115: 282-288.
56 CAMINERO M A, GARCíA-MORENO I, RODRíGUEZ G P, et al. Internal damage evaluation of composite structures using phased array ultrasonic technique: Impact damage assessment in CFRP and 3D printed reinforced composites[J]. Composites Part B: Engineering2019165: 131-142.
57 RAKOTONARIVO S T, PAYAN C, MOYSAN J, et al. Local damage evaluation of a laminate composite plate using ultrasonic birefringence of shear wave[J]. Composites Part B: Engineering2018142: 287-292.
58 DERUSOVA D A, VAVILOV V P, DRUZHININ N V, et al. Investigating vibration characteristics of magnetostrictive transducers for air-coupled ultrasonic NDT of composites[J]. NDT & E International2019107: 102151.
59 SHIN H J, LEE J R. Development of a long-range multi-area scanning ultrasonic propagation imaging system built into a hangar and its application on an actual aircraft[J]. Structural Health Monitoring201716(1): 97-111.
60 HARIZI W, CHAKI S, BOURSE G, et al. Mechanical damage characterization of glass fiber-reinforced polymer laminates by ultrasonic maps[J]. Composites Part B: Engineering201570: 131-137.
61 CASTELLANO A, FRADDOSIO A, PICCIONI M D. Ultrasonic goniometric immersion tests for the characterization of fatigue post-LVI damage induced anisotropy superimposed to the constitutive anisotropy of polymer composites[J]. Composites Part B: Engineering2017116: 122-136.
62 BUSTAMANTE L, JEYAPRAKASH N, YANG C H. Hybrid laser and air-coupled ultrasonic defect detection of aluminium and CFRP plates by means of Lamb mode[J]. Results in Physics202019: 103438.
63 WANG B C, HE P J, KANG Y N, et al. Ultrasonic testing of carbon fiber-reinforced polymer composites[J]. Journal of Sensors20222022: 5462237.
64 QU Z, JIANG P, ZHANG W X. Development and application of infrared thermography non-destructive testing techniques[J]. Sensors202020(14): 3851.
65 郭德伟, 马其华. CFRP薄壁管红外热成像和CT检测的研究分析[J]. 智能计算机与应用202010(3): 294-298.
  GUO D W, MA Q H. Research and analysis of infrared thermography and CT detection of thin-walled CFRP tube[J]. Intelligent Computer and Applications202010(3): 294-298 (in Chinese).
66 WANG M L, GAO B, WU T L, et al. Defect depth retrieval method based on nonlinear transformation for pulsed thermographic inspection[J]. International Journal of Thermal Sciences2020149: 106196.
67 WANG Z J, ZHU J Z, TIAN G Y, et al. Comparative analysis of eddy current pulsed thermography and long pulse thermography for damage detection in metals and composites[J]. NDT & E International2019107: 102155.
68 HESLEHURST R B. Defects and damage in composite materials and structures[M]. New York: CRC Press, 2014.
69 KATUNIN A, WACHLA D. Analysis of defect detectability in polymeric composites using self-heating based vibrothermography[J]. Composite Structures2018201: 760-765.
70 ISHIKAWA M, ANDO M, KOYAMA M, et al. Active thermographic inspection of carbon fiber reinforced plastic laminates using laser scanning heating[J]. Composite Structures2019209: 515-522.
71 KATUNIN A, WRONKOWICZ-KATUNIN A, WACHLA D. Impact damage assessment in polymer matrix composites using self-heating based vibrothermography[J]. Composite Structures2019214: 214-226.
72 ADDEPALLI S, ZHAO Y F, ROY R, et al. Non-destructive evaluation of localised heat damage occurring in carbon composites using thermography and thermal diffusivity measurement[J]. Measurement2019131: 706-713.
73 HARIZI W, CHAKI S, BOURSE G, et al. Mechanical damage assessment of polymer-matrix composites using active infrared thermography[J]. Composites Part B: Engineering201466: 204-209.
74 POPOW V, GURKA M. Full factorial analysis of the accuracy of automated quantification of hidden defects in an anisotropic carbon fibre reinforced composite shell using pulse phase thermography[J]. NDT & E International2020116: 102359.
75 BANG H T, PARK S, JEON H. Defect identification in composite materials via thermography and deep learning techniques[J]. Composite Structures2020246: 112405.
76 LUO Q, GAO B, WOO W L, et al. Temporal and spatial deep learning network for infrared thermal defect detection[J]. NDT & E International2019108: 102164.
77 HE Y Z, TIAN G Y, PAN M C, et al. Impact evaluation in carbon fiber reinforced plastic (CFRP) laminates using eddy current pulsed thermography[J]. Composite Structures2014109: 1-7.
78 XU C H, ZHANG W Y, WU C W, et al. An improved method of eddy current pulsed thermography to detect subsurface defects in glass fiber reinforced polymer composites[J]. Composite Structures2020242: 112145.
79 YI Q, TIAN G Y, MALEKMOHAMMADI H, et al. New features for delamination depth evaluation in carbon fiber reinforced plastic materials using eddy current pulse-compression thermography[J]. NDT & E International2019102: 264-273.
80 MONTINARO N, CERNIGLIA D, PITARRESI G. Detection and characterisation of disbonds on Fibre metal laminate hybrid composites by flying laser spot thermography[J]. Composites Part B: Engineering2017108: 164-173.
81 WEI J C, WANG F, LIU J Y, et al. A laser arrays scan thermography (LAsST) for the rapid inspection of CFRP composite with subsurface defects[J]. Composite Structures2019226: 111201.
82 MORAN J, RAJIC N. Remote line scan thermography for the rapid inspection of composite impact damage[J]. Composite Structures2019208: 442-453.
83 WRONKOWICZ A, KATUNIN A, WACHLA D. Enhancement of damage identification in composite structures with self-heating based vibrothermography[J]. Optik2019181: 545-554.
84 LAHUERTA F, NIJSSEN R P L, VAN DER MEER F P, et al. Experimental-computational study towards heat generation in thick laminates under fatigue loading[J]. International Journal of Fatigue201580: 121-127.
85 RENSHAW J, CHEN J C, HOLLAND S D, et al. The sources of heat generation in vibrothermography[J]. NDT & E International201144(8): 736-739.
86 郑凯, 罗志涛, 张辉. 红外热成像技术在FRP复合材料/热障涂层无损检测应用中的研究现状与进展[J]. 红外技术202345(10): 1008-1019.
  ZHENG K, LUO Z T, ZHANG H. Research status of infrared thermography in NDT of FRP composites/thermal barrier coatings and its development[J]. Infrared Technology202345(10): 1008-1019 (in Chinese).
87 GHOLIZADEH S. A review of non-destructive testing methods of composite materials[J]. Procedia Structural Integrity20161: 50-57.
88 HUNG Y Y. Digital shearography versus TV-holography for non-destructive evaluation[J]. Optics and Lasers in Engineering199726(4-5): 421-436.
89 HUNG Y Y, HO H P. Shearography: An optical measurement technique and applications[J]. Materials Science and Engineering: Reports200549(3): 61-87.
90 国家质量监督检验检疫总局, 中国国家标准化管理委员会. 无损检测 复合材料激光错位散斑检测方法: [S]. 北京: 中国标准出版社, 2017.
  General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, Standardization Administration of the People’s Republic of China. Non-destructive testing—Test method for laser shearography of composite materials: [S]. Beijing: Standards Press of China, 2017 (in Chinese).
91 HUNG Y Y, CHEN Y S, NG S P, et al. Review and comparison of shearography and active thermography for nondestructive evaluation[J]. Materials Science and Engineering: Reports200964(5-6): 73-112.
92 DE ANGELIS G, MEO M, ALMOND D P, et al. A new technique to detect defect size and depth in composite structures using digital shearography and unconstrained optimization[J]. NDT & E International201245(1): 91-96.
93 KIM G, HONG S, JHANG K Y, et al. NDE of low-velocity impact damages in composite laminates using ESPI, digital shearography and ultrasound C-scan techniques[J]. International Journal of Precision Engineering and Manufacturing201213(6): 869-876.
94 KADLEC M, R??EK R. A comparison of laser shearography and C-scan for assessing a glass/epoxy laminate impact damage[J]. Applied Composite Materials201219(3): 393-407.
95 ZHAO Q H, DAN X Z, SUN F Y, et al. Digital shearography for NDT: Phase measurement technique and recent developments[J]. Applied Sciences20188(12): 2662.
96 SUN F Y, DAN X Z, YAN P Z, et al. A spatial-phase-shift-based defect detection shearography system with independent adjustment of shear amount and spatial carrier frequency[J]. Optics & Laser Technology2020124: 105956.
97 KATUNIN A, LOPES H, ARAúJO DOS SANTOS J V. Identification of multiple damage using modal rotation obtained with shearography and undecimated wavelet transform[J]. Mechanical Systems and Signal Processing2019116: 725-740.
98 NEWMAN J W. Shearography nondestructive testing of composites[M]∥ Comprehensive Composite Materials II. Amsterdam: Elsevier, 2018: 270-290.
99 PAN B. Digital image correlation for surface deformation measurement: Historical developments, recent advances and future goals[J]. Measurement Science and Technology201829(8): 082001.
100 ORELL O, VUORINEN J, JOKINEN J, et al. Characterization of elastic constants of anisotropic composites in compression using digital image correlation[J]. Composite Structures2018185: 176-185.
101 SUTTON M, WOLTERS W, PETERS W, et al. Determination of displacements using an improved digital correlation method[J]. Image and Vision Computing19831(3): 133-139.
102 HOLMES J, SOMMACAL S, DAS R, et al. Digital image and volume correlation for deformation and damage characterisation of fibre-reinforced composites: A review[J]. Composite Structures2023315: 116994.
103 李十泉, 刘荣桂, 朱奇, 等. 基于数字图像相关光测法的CFRP测试与分析[J]. 江苏大学学报(自然科学版)202344(1): 112-116, 124.
  LI S Q, LIU R G, ZHU Q, et al. Determination and analysis of CFRP based on digital image correlation photometry[J]. Journal of Jiangsu University (Natural Science Edition)202344(1): 112-116, 124 (in Chinese).
104 REU P L, TOUSSAINT E, JONES E, et al. DIC challenge: Developing images and guidelines for evaluating accuracy and resolution of 2D analyses[J]. Experimental Mechanics201858(7): 1067-1099.
105 SUTTON M A, YAN J H, TIWARI V, et al. The effect of out-of-plane motion on 2D and 3D digital image correlation measurements[J]. Optics and Lasers in Engineering200846(10): 746-757.
106 HEIM F M, CROOM B P, BUMGARDNER C, et al. Scalable measurements of tow architecture variability in braided ceramic composite tubes[J]. Journal of the American Ceramic Society2018101(9): 4297-4307.
107 CHEN B, PAN B. Mirror-assisted multi-view digital image correlation: Principles, applications and implementations[J]. Optics and Lasers in Engineering2022149: 106786.
108 MCGINNIS M J, PESSIKI S, TURKER H. Application of three-dimensional digital image correlation to the core-drilling method[J]. Experimental Mechanics200545(4): 359-367.
109 HOHMANN BP, BRUCK P, ESSELMAN TC, et al. Digital image correlation (DIC): An advanced nondestructive testing method for life extension of nuclear power plants[EB/OL]. (2012-08-26) [2023-05-14]. .
110 SCHMIDT T, TYSON J, GALANULIS K. Pull-field dynamic displacement and strain measurement using advanced 3D image correlation photogrammetry: Part 1[J]. Experimental Techniques200327(3): 47-50.
111 LEE S, JO E, JI W. Digital volume correlation technique for characterizing subsurface deformation behavior of a laminated composite[J]. Composites Part B: Engineering2020194: 108052.
112 MONTESANO J, SELEZNEVA M, LEVESQUE M, et al. Modeling fatigue damage evolution in polymer matrix composite structures and validation using in situ digital image correlation[J]. Composite Structures2015125: 354-361.
113 GONG W R, CHEN J L, PATTERSON E A. An experimental study of the behaviour of delaminations in composite panels subjected to bending[J]. Composite Structures2015123: 9-18.
114 AZADI M, SAEEDI M, MOKHTARISHIRAZABAD M, et al. Effects of loading rate on crack growth behavior in carbon fiber reinforced polymer composites using digital image correlation technique[J]. Composites Part B: Engineering2019175: 107161.
115 MISKDJIAN I, HAJIKAZEMI M, VAN PAEPEGEM W. Automatic edge detection of ply cracks in glass fiber composite laminates under quasi-static and fatigue loading using multi-scale digital image correlation[J]. Composites Science and Technology2020200: 108401.
116 PANNIER Y, FOTI F, GIGLIOTTI M. High temperature fatigue of carbon/polyimide 8-harness satin woven composites. Part I: Digital image correlation and micro-computed tomography damage characterization[J]. Composite Structures2020244: 112255.
117 ZHU M, GORBATIKH L, FONTEYN S, et al. Digital image correlation assisted characterization of Mode I fatigue delamination in composites[J]. Composite Structures2020253: 112746.
118 肖志斌, 武丽丽, 裘雄伟, 等. 数字图像相关法在复合材料研究中的应用进展[J]. 理化检验(物理分册)202157(5): 39-45, 49.
  XIAO Z B, WU L L, QIU X W, et al. Application progress of digital image correlation in composite materials research[J]. Physical Testing and Chemical Analysis (Part A (Physical Testing))202157(5): 39-45, 49 (in Chinese).
119 HE Y Z, TIAN G Y, PAN M C, et al. Non-destructive testing of low-energy impact in CFRP laminates and interior defects in honeycomb sandwich using scanning pulsed eddy current[J]. Composites Part B: Engineering201459: 196-203.
120 MIZUKAMI K, MIZUTANI Y, TODOROKI A, et al. Design of eddy current-based dielectric constant meter for defect detection in glass fiber reinforced plastics[J]. NDT & E International201574: 24-32.
121 GUPTA R, MITCHELL D, BLANCHE J, et al. A review of sensing technologies for non-destructive evaluation of structural composite materials[J]. Journal of Composites Science20215(12): 319.
122 徐笑娟, 罗进, 陈兆权, 等. 考虑层间界面导电行为和电阻损耗的碳纤维增强树脂基复合材料结构电磁场扩散与衰减特性[J]. 复合材料学报202239(10): 5008-5019.
  XU X J, LUO J, CHEN Z Q, et al. Diffusion and attenuation of electromagnetic field in carbon fiber reinforced polymer structures considering interlaminar interface conductive behavior and resistive loss[J]. Acta Materiae Compositae Sinica202239(10): 5008-5019 (in Chinese).
123 ORAL I. Characterization of damages in materials by computer-aided tap testing[J]. IOP Conference Series: Materials Science and Engineering2019707(1): 012019.
124 MACHADO M A, ANTIN K N, ROSADO L S, et al. Contactless high-speed eddy current inspection of unidirectional carbon fiber reinforced polymer[J]. Composites Part B: Engineering2019168: 226-235.
125 ZENG Z W, TIAN Q Z, WANG H D, et al. Testing of delamination in multidirectional carbon fiber reinforced polymer laminates using the vertical eddy current method[J]. Composite Structures2019208: 314-321.
126 PASADAS D J, RAMOS H G, BASKARAN P, et al. ECT in composite materials using double excitation coils and resonant excitation/sensing circuits[J]. Measurement2020161: 107859.
127 TIAN G Y, SOPHIAN A. Reduction of lift-off effects for pulsed eddy current NDT[J]. NDT & E International200538(4): 319-324.
128 DONG J L, POMARèDE P, CHEHAMI L, et al. Visualization of subsurface damage in woven carbon fiber-reinforced composites using polarization-sensitive terahertz imaging[J]. NDT & E International201899: 72-79.
129 王强, 赵博研, 刘秋寒, 等. 曲面结构石英纤维增强树脂复合材料分层损伤缺陷太赫兹智能检测[J]. 复合材料学报202340(3): 1785-1796.
  WANG Q, ZHAO B Y, LIU Q H, et al. Intelligent detection of delamination defect in curved structural quartz fiber reinforced polymer composites using terahertz technology[J]. Acta Materiae Compositae Sinica202340(3): 1785-1796 (in Chinese).
130 TONOUCHI M. Cutting-edge terahertz technology[J]. Nature Photonics20071: 97-105.
131 SIRTORI C. Bridge for the terahertz gap[J]. Nature2002417: 132-133.
132 AUSTON D H, CHEUNG K P, VALDMANIS J A, et al. Cherenkov radiation from femtosecond optical pulses in electro-optic media[J]. Physical Review Letters198453(16): 1555-1558.
133 DHILLON S S, VITIELLO M S, LINFIELD E H, et al. The 2017 terahertz science and technology roadmap[J]. Journal of Physics D: Applied Physics201750(4): 043001.
134 DOBROIU A, OTANI C, KAWASE K. Terahertz-wave sources and imaging applications[J]. Measurement Science and Technology200617(11): R161-R174.
135 GUILLET J P, RECUR B, FREDERIQUE L, et al. Review of terahertz tomography techniques[J]. Journal of Infrared, Millimeter, and Terahertz Waves201435(4): 382-411.
136 IBRAHIM M E. Nondestructive evaluation of thick-section composites and sandwich structures: A review[J]. Composites Part A: Applied Science and Manufacturing201464: 36-48.
137 RYU C H, PARK S H, KIM D H, et al. Nondestructive evaluation of hidden multi-delamination in a glass-fiber-reinforced plastic composite using terahertz spectroscopy[J]. Composite Structures2016156: 338-347.
138 WANG Q, LI X Y, CHANG T Y, et al. Nondestructive imaging of hidden defects in aircraft sandwich composites using terahertz time-domain spectroscopy[J]. Infrared Physics & Technology201997: 326-340.
139 WANG J, ZHANG J, CHANG T Y, et al. Terahertz nondestructive imaging for foreign object detection in glass fibre-reinforced polymer composite panels[J]. Infrared Physics & Technology201998: 36-44.
140 DONG J L, LOCQUET A, CITRIN D S. Polarization-resolved terahertz imaging of hybrid fiber-reinforced composite laminate subject to low-velocity impact[C]∥ Conference on Lasers and Electro-Optics. Washington, D.C.: OSA, 2016: SM1L.8.
141 ZHANG D D, REN J J, GU J, et al. Nondestructive testing of bonding defects in multilayered ceramic matrix composites using THz time domain spectroscopy and imaging[J]. Composite Structures2020251: 112624.
142 YANG R Z, HE Y Z, ZHANG H. Progress and trends in nondestructive testing and evaluation for wind turbine composite blade[J]. Renewable and Sustainable Energy Reviews201660: 1225-1250.
143 TODOROKI A, YAMADA K, MIZUTANI Y, et al. Impact damage detection of a carbon-fibre-reinforced-polymer plate employing self-sensing time-domain reflectometry[J]. Composite Structures2015130: 174-179.
144 回沛林, 李勇, 王若男, 等. GFRP材料损失缺陷的微波反射定量检测[J]. 传感器与微系统202140(7): 110-113.
  HUI P L, LI Y, WANG R N, et al. Quantitative determination of loss defect of GFRP material by microwave reflectometry[J]. Transducer and Microsystem Technologies202140(7): 110-113 (in Chinese).
145 ALBISHI A M, BOYBAY M S, RAMAHI O M. Complementary split-ring resonator for crack detection in metallic surfaces[J]. IEEE Microwave and Wireless Components Letters201222(6): 330-332.
146 TRAKIC A, WANG Y F, FOSTER D, et al. Microwave split-ring resonator array for imaging of near-surface material defects[C]∥ 2018 Australian Microwave Symposium (AMS). Piscataway: IEEE Press, 2018: 47-48.
147 杨玉娥, 闫天婷, 任保胜. 复合材料中碳纤维方向和弯曲缺陷的微波检测[J]. 航空材料学报201535(6): 91-96.
  YANG Y E, YAN T T, REN B S. Microwave evaluation of direction and bending defect of carbon fiber in composite material[J]. Journal of Aeronautical Materials201535(6): 91-96 (in Chinese).
148 TONGA D A, AKBAR M F, SHRIFAN N H M M, et al. Nondestructive evaluation of fiber-reinforced polymer using microwave techniques: A review[J]. Coatings202313(3): 590.
149 王化祥. 电学层析成像技术[J]. 自动化仪表201738(5): 1-6.
  WANG H X. Electrical tomography technology[J]. Process Automation Instrumentation201738(5): 1-6 (in Chinese).
150 ZHANG B X, ZHANG L F, WANG Z, et al. Image reconstruction of planar electrical capacitance tomography based on DBSCAN and self-adaptive ADMM algorithm[J]. IEEE Transactions on Instrumentation and Measurement180972: 4504711.
151 FAN W R, WANG C. Damage detection for CFRP based on planar electrical capacitance tomography[J]. Structural Durability & Health Monitoring202014(4): 339-353.
152 CAGá? J, MICHALCOVá L. Impact damage detection in CFRP composite via electrical resistance tomography by means of statistical processing[J]. Journal of Nondestructive Evaluation202039(2): 38.
153 THOMAS A J, KIM J J, TALLMAN T N, et al. Damage detection in self-sensing composite tubes via electrical impedance tomography[J]. Composites Part B: Engineering2019177: 107276.
154 LIU Z, XU Y, ZHANG X F, et al. Simulation study on the characteristics of carbon-fiber-reinforced plastics in electromagnetic tomography nondestructive evaluation systems[C]∥ 2010 International Conference on Measuring Technology and Mechatronics Automation. Piscataway: IEEE Press, 2010: 382-385.
155 ZHANG R H, FANG H Y, ZHANG Q, et al. In situ damage monitoring of CFRPs by electromagnetic tomography with the compatible multitemplate supervised descent method[J]. IEEE Transactions on Instrumentation and Measurement200172: 4501912.
156 曲抒旋, 巩文斌, 孙小珠, 等. 基于碳纳米管薄膜的复合材料在线损伤监测[J]. 航空学报202243(1): 424949.
  QU S X, GONG W B, SUN X Z, et al. On-line damage monitoring of composites based on carbon nanotube films[J]. Acta Aeronautica et Astronautica Sinica202243(1): 424949 (in Chinese).
157 TAN K T, WATANABE N, IWAHORI Y. X-ray radiography and micro-computed tomography examination of damage characteristics in stitched composites subjected to impact loading[J]. Composites Part B: Engineering201142(4): 874-884.
158 AWAJA F, NGUYEN M T, ZHANG S N, et al. The investigation of inner structural damage of UV and heat degraded polymer composites using X-ray micro CT[J]. Composites Part A: Applied Science and Manufacturing201142(4): 408-418.
159 吕中宾, 田忠建, 刘光辉, 等. 直线扫描CT检测碳纤维复合芯导线缺陷研究[J]. 重庆大学学报202144(5): 95-103.
  LYU Z B, TIAN Z J, LIU G H, et al. Inspecting defects of ACCC by linear scanning CT[J]. Journal of Chongqing University202144(5): 95-103 (in Chinese).
160 CHAI Y, WANG Y, YOUSAF Z, et al. Damage evolution in braided composite tubes under torsion studied by in situ X-ray computed tomography[J]. Composites Science and Technology2020188: 107976.
161 SENCK S, SCHEERER M, REVOL V, et al. Microcrack characterization in loaded CFRP laminates using quantitative two- and three-dimensional X-ray dark-field imaging[J]. Composites Part A: Applied Science and Manufacturing2018115: 206-214.
162 HANNESSCHL?GER C, REVOL V, PLANK B, et al. Fibre structure characterisation of injection moulded short fibre-reinforced polymers by X-ray scatter dark field tomography[J]. Case Studies in Nondestructive Testing and Evaluation20153: 34-41.
163 LU T Y, CHEN X H, WANG H, et al. Comparison of low-velocity impact damage in thermoplastic and thermoset composites by non-destructive three-dimensional X-ray microscope[J]. Polymer Testing202091: 106730.
164 CHEN Z H, JUANG J C. AE-RTISNet: Aeronautics engine radiographic testing inspection system net with an improved fast region-based convolutional neural network framework[J]. Applied Sciences202010(23): 8718.
165 PRADE F, SCHAFF F, SENCK S, et al. Nondestructive characterization of fiber orientation in short fiber reinforced polymer composites with X-ray vector radiography[J]. NDT & E International201786: 65-72.
166 GARCEA S C, WANG Y, WITHERS P J. X-ray computed tomography of polymer composites[J]. Composites Science and Technology2018156: 305-319.
167 IBRAHIM M E. Nondestructive testing and structural health monitoring of marine composite structures[M]∥ Marine Applications of Advanced Fibre-Reinforced Composites. Amsterdam: Elsevier, 2016: 147-183.
168 PRAKASH R. Non-destructive testing of composites[J]. Composites198011(4): 217-224.
169 DU B L, YANG R Z, HE Y Z, et al. Nondestructive inspection, testing and evaluation for Si-based, thin film and multi-junction solar cells: An overview[J]. Renewable and Sustainable Energy Reviews201778: 1117-1151.
170 WIND Y, SAATY T L. Marketing applications of the analytic hierarchy process[J]. Management Science198026(7): 641-658.
171 VAHIDNIAA M H, ALESHEIKHB A, ALIMOHAMMA DIC A, et al. Fuzzy analytical hierarchy process in GIS application[EB/OL]. (2008-09-06) [2023-08-21]. .
172 TOWSYFYAN H, BIGURI A, BOARDMAN R, et al. Successes and challenges in non-destructive testing of aircraft composite structures[J]. Chinese Journal of Aeronautics202033(3): 771-791.
173 SHOUKROUN D, MASSIMI L, IACOVIELLO F, et al. Enhanced composite plate impact damage detection and characterisation using X-ray refraction and scattering contrast combined with ultrasonic imaging[J]. Composites Part B: Engineering2020181: 107579.
174 DE OLIVEIRA B C F, NIENHEYSEN P, BALDO C R, et al. Improved impact damage characterisation in CFRP samples using the fusion of optical lock-in thermography and optical square-pulse shearography images[J]. NDT & E International2020111: 102215.
175 DJABALI A, TOUBAL L, ZITOUNE R, et al. Fatigue damage evolution in thick composite laminates: Combination of X-ray tomography, acoustic emission and digital image correlation[J]. Composites Science and Technology2019183: 107815.
176 HO M, EL-BORGI S, PATIL D, et al. Inspection and monitoring systems subsea pipelines: A review paper[J]. Structural Health Monitoring202019(2): 606-645.
177 DEANE S, AVDELIDIS N P, IBARRA-CASTANEDO C, et al. Application of NDT thermographic imaging of aerospace structures[J]. Infrared Physics & Technology201997: 456-466.
文章导航

/