A Novel Methodology for Spatial Damage Detection and Imaging Using a Distributed Carbon Nanotube-Based Composite Sensor Combined with Electrical Impedance Tomography

被引:66
作者
Dai, Hongbo [1 ,5 ]
Gallo, Gerard J. [2 ,5 ]
Schumacher, Thomas [3 ]
Thostenson, Erik T. [2 ,4 ,5 ]
机构
[1] Univ Delaware, Civil & Environm Engn, Newark, DE 19716 USA
[2] Univ Delaware, Mech Engn, Newark, DE 19716 USA
[3] Portland State Univ, Civil & Environm Engn, Portland, OR 97201 USA
[4] Univ Delaware, Mat Sci & Engn, Newark, DE 19716 USA
[5] Univ Delaware, Ctr Composite Mat, Newark, DE 19716 USA
基金
美国国家科学基金会;
关键词
Distributed sensing; Carbon nanotube; Composite materials; Nonwoven fabric; Electrical impedance tomography; Non-destructive evaluation; Damage detection; Difference imaging; ELECTROPHORETIC DEPOSITION; IMPACT DAMAGE; STRAIN SENSOR; THERMOGRAPHY; AREA; SKIN;
D O I
10.1007/s10921-016-0341-0
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
This paper describes a novel non-destructive evaluation methodology for imaging of damage in composite materials using the electrical impedance tomography (EIT) technique applied to a distributed carbon nanotube-based sensor. The sensor consists of a nonwoven aramid fabric, which was first coated with nanotubes using a solution casting approach and then infused with epoxy resin through the vacuum assisted resin transfer molding technique. Finally, this composite sensor is cured to become a mechanically-robust, electromechanically-sensitive, and highly customizable distributed two-dimensional sensor which can be adhered to virtually any substrate. By assuming that damage on the sensor directly affects its conductivity, a difference imaging-based EIT algorithm was implemented and tailored to offer two-dimensional maps of conductivity changes, from which damage location and size can be estimated. The reconstruction is based on a newly defined adjacent current-voltage measurement scheme associated with 32 electrodes located along the boundary of the sensor. In this paper, we evaluate our methodology first by introducing well-defined damage where sections are either removed or narrow cuts are made on a series of sensor specimens. Finally, a more realistic damage scenario was investigated to show the capability of our methodology to detect impact damage on a composite laminate. The resulting EIT maps are compared to visual inspection and thermograms taken with an infrared camera.
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页数:15
相关论文
共 57 条
  • [1] Electrical impedance tomography: Regularized imaging and contrast detection
    Adler, A
    Guardo, R
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 1996, 15 (02) : 170 - 179
  • [2] Piezoresistive Strain Sensors Made from Carbon Nanotubes Based Polymer Nanocomposites
    Alamusi
    Hu, Ning
    Fukunaga, Hisao
    Atobe, Satoshi
    Liu, Yaolu
    Li, Jinhua
    [J]. SENSORS, 2011, 11 (11) : 10691 - 10723
  • [3] Hierarchical Composite Structures Prepared by Electrophoretic Deposition of Carbon Nanotubes onto Glass Fibers
    An, Qi
    Rider, Andrew N.
    Thostenson, Erik T.
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2013, 5 (06) : 2022 - 2032
  • [4] Electrophoretic deposition of carbon nanotubes onto carbon-fiber fabric for production of carbon/epoxy composites with improved mechanical properties
    An, Qi
    Rider, Andrew N.
    Thostenson, Erik T.
    [J]. CARBON, 2012, 50 (11) : 4130 - 4143
  • [5] [Anonymous], 1997, THESIS
  • [6] *ASTM, 2005, D7136D7136M05 ASTM
  • [7] Infrared thermography for condition monitoring - A review
    Bagavathiappan, S.
    Lahiri, B. B.
    Saravanan, T.
    Philip, John
    Jayakumar, T.
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2013, 60 : 35 - 55
  • [8] Exploiting carbon nanotube networks for damage assessment of fiber reinforced composites
    Baltopoulos, A.
    Polydorides, N.
    Pambaguian, L.
    Vavouliotis, A.
    Kostopoulos, V.
    [J]. COMPOSITES PART B-ENGINEERING, 2015, 76 : 149 - 158
  • [9] Damage identification in carbon fiber reinforced polymer plates using electrical resistance tomography mapping
    Baltopoulos, Athanasios
    Polydorides, Nick
    Pambaguian, Laurent
    Vavouliotis, Antonios
    Kostopoulos, Vassilis
    [J]. JOURNAL OF COMPOSITE MATERIALS, 2013, 47 (26) : 3285 - 3301
  • [10] Bera T. K., 2013, J MED ENG, V15