Processing math: 100%
Resistor Network for Forward Calculation in Electrical Resistance Tomography of Carbon Fiber-Reinforced Composites | IEEE Journals & Magazine | IEEE Xplore

Resistor Network for Forward Calculation in Electrical Resistance Tomography of Carbon Fiber-Reinforced Composites


Abstract:

Carbon fiber-reinforced composites (CFRCs) exhibit the characteristic of coupling resistance and damage; therefore, electrical resistance tomography (ERT) can be used to ...Show More

Abstract:

Carbon fiber-reinforced composites (CFRCs) exhibit the characteristic of coupling resistance and damage; therefore, electrical resistance tomography (ERT) can be used to image in situ damage. However, there is a lack of research on the development of forward calculation for CFRCs anisotropy in ERT. In this article, a resistor network (RN) is proposed as an ERT forward calculation method based on the structure and conductive properties of CFRCs. The CFRCs is equivalent to a RN through segmentation and projection. Compared with the finite element method (FEM), the forward calculation speed using the RN method is increased by approximately 250\times . Through convergence analysis, RN can effectively detect single-point areas of damage with a rate larger than 1%. Using the network calculation mode, the RN method can efficiently set anisotropic conductivity according to material properties to obtain realistic imaging effects. In this study, through the experimental verification of CFRPs and C/SiC, ERT combined with RN could effectively detect damage information, increasing the overall imaging speed by 100%.
Published in: IEEE Sensors Journal ( Volume: 24, Issue: 22, 15 November 2024)
Page(s): 37249 - 37258
Date of Publication: 17 September 2024

ISSN Information:

Funding Agency:

Author image of Xin Pan
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Xin Pan received the B.S. degree from Anhui University of Science and Technology, Huainan, China, in 2022. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include composites nondestructive testing and electrical resistance tomography algorithm development.
Xin Pan received the B.S. degree from Anhui University of Science and Technology, Huainan, China, in 2022. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include composites nondestructive testing and electrical resistance tomography algorithm development.View more
Author image of Qiang Yang
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Qiang Yang received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 2018.
He is an Associate Professor with Harbin Institute of Technology. His current research interests include composite materials nondestructive testing, thermomechanical coupling behavior of composites, and data-driven mechanics.
Qiang Yang received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 2018.
He is an Associate Professor with Harbin Institute of Technology. His current research interests include composite materials nondestructive testing, thermomechanical coupling behavior of composites, and data-driven mechanics.View more
Author image of Zhi Wang
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Zhi Wang received the B.S. degree in engineering mechanics from Hebei University, Baoding, China, in 2023. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include mechanics of composite materials and prediction of thermal structure response based on dynamic data-driven approach.
Zhi Wang received the B.S. degree in engineering mechanics from Hebei University, Baoding, China, in 2023. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include mechanics of composite materials and prediction of thermal structure response based on dynamic data-driven approach.View more
Author image of Zheng-Yuan Shen
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Zheng-Yuan Shen received the B.S. degree in engineering mechanics from Harbin Institute of Technology, Harbin, China, in 2023, where he is currently pursuing the M.S. degree.
His research interests include the coupling relationship between resistance and composite material damage.
Zheng-Yuan Shen received the B.S. degree in engineering mechanics from Harbin Institute of Technology, Harbin, China, in 2023, where he is currently pursuing the M.S. degree.
His research interests include the coupling relationship between resistance and composite material damage.View more
Author image of Bo Gao
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Bo Gao received the Ph.D. degree from Harbin institute of Technology, Harbin, China, in 2023.
He is an Assistant Professor with Harbin Institute of Technology. His current research interests include quantization of uncertainty, Bayesian methods, modeling and analysis methods for thermal structure of composite materials, and digital twins in spacecraft.
Bo Gao received the Ph.D. degree from Harbin institute of Technology, Harbin, China, in 2023.
He is an Assistant Professor with Harbin Institute of Technology. His current research interests include quantization of uncertainty, Bayesian methods, modeling and analysis methods for thermal structure of composite materials, and digital twins in spacecraft.View more
Author image of Song-He Meng
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Song-He Meng received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 1997.
He is a Professor with Harbin Institute of Technology. His current research interests include coupling relationship between extreme environments and material responses, design and optimization of new thermal protection systems and materials, and analysis and evaluation of advanced composite materials structures.
Song-He Meng received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 1997.
He is a Professor with Harbin Institute of Technology. His current research interests include coupling relationship between extreme environments and material responses, design and optimization of new thermal protection systems and materials, and analysis and evaluation of advanced composite materials structures.View more

I. Introduction

As humans advance in deep space exploration, extraterrestrial spacecraft must develop the capability to perceive damage in their structures to evaluate subsequent mission performance. This is known as the in situ damage monitoring capability [1], [2]. To increase payload, spacecrafts widely use lightweight and high-strength carbon fiber-reinforced composites (CFRCs) as their structural materials. However, in situ damage monitoring technology for CFRCs is still in the exploratory stage.

Author image of Xin Pan
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Xin Pan received the B.S. degree from Anhui University of Science and Technology, Huainan, China, in 2022. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include composites nondestructive testing and electrical resistance tomography algorithm development.
Xin Pan received the B.S. degree from Anhui University of Science and Technology, Huainan, China, in 2022. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include composites nondestructive testing and electrical resistance tomography algorithm development.View more
Author image of Qiang Yang
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Qiang Yang received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 2018.
He is an Associate Professor with Harbin Institute of Technology. His current research interests include composite materials nondestructive testing, thermomechanical coupling behavior of composites, and data-driven mechanics.
Qiang Yang received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 2018.
He is an Associate Professor with Harbin Institute of Technology. His current research interests include composite materials nondestructive testing, thermomechanical coupling behavior of composites, and data-driven mechanics.View more
Author image of Zhi Wang
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Zhi Wang received the B.S. degree in engineering mechanics from Hebei University, Baoding, China, in 2023. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include mechanics of composite materials and prediction of thermal structure response based on dynamic data-driven approach.
Zhi Wang received the B.S. degree in engineering mechanics from Hebei University, Baoding, China, in 2023. He is currently pursuing the M.S. degree with Harbin institute of Technology, Harbin, China.
His research interests include mechanics of composite materials and prediction of thermal structure response based on dynamic data-driven approach.View more
Author image of Zheng-Yuan Shen
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Zheng-Yuan Shen received the B.S. degree in engineering mechanics from Harbin Institute of Technology, Harbin, China, in 2023, where he is currently pursuing the M.S. degree.
His research interests include the coupling relationship between resistance and composite material damage.
Zheng-Yuan Shen received the B.S. degree in engineering mechanics from Harbin Institute of Technology, Harbin, China, in 2023, where he is currently pursuing the M.S. degree.
His research interests include the coupling relationship between resistance and composite material damage.View more
Author image of Bo Gao
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Bo Gao received the Ph.D. degree from Harbin institute of Technology, Harbin, China, in 2023.
He is an Assistant Professor with Harbin Institute of Technology. His current research interests include quantization of uncertainty, Bayesian methods, modeling and analysis methods for thermal structure of composite materials, and digital twins in spacecraft.
Bo Gao received the Ph.D. degree from Harbin institute of Technology, Harbin, China, in 2023.
He is an Assistant Professor with Harbin Institute of Technology. His current research interests include quantization of uncertainty, Bayesian methods, modeling and analysis methods for thermal structure of composite materials, and digital twins in spacecraft.View more
Author image of Song-He Meng
National Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology, Harbin, China
Song-He Meng received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 1997.
He is a Professor with Harbin Institute of Technology. His current research interests include coupling relationship between extreme environments and material responses, design and optimization of new thermal protection systems and materials, and analysis and evaluation of advanced composite materials structures.
Song-He Meng received the Ph.D. degree from Harbin Institute of Technology, Harbin, China, in 1997.
He is a Professor with Harbin Institute of Technology. His current research interests include coupling relationship between extreme environments and material responses, design and optimization of new thermal protection systems and materials, and analysis and evaluation of advanced composite materials structures.View more
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