journal article·2023-12-30Open access

Enhanced Strain Field Reconstruction in Ship Stiffened Panels Using Optical Fiber Sensors and the Strain Function-Inverse Finite Element Method

Qingfeng Zhu, Guoqing Wu, Jie Zeng, Zhentao Jiang, Yingping Yue, Chao Xiang, Jun Zhan, Bohan Zhao

Applied Sciences· Volume 14· Issue 1

Abstract

Accurately reconstructing the strain field within stiffened ship panels is crucial for effective structural health monitoring. This study presents a groundbreaking approach to strain field reconstruction in such panels, utilizing optical fiber sensors in conjunction with the strain function-inverse finite element method (SF-iFEM). A novel technique for solving nodal strain vectors, based on the element strain function, has been devised to improve the accuracy of strain reconstruction using the inverse finite element method (iFEM), addressing the limitations associated with traditional nodal displacement vector solutions. Moreover, the proposed method for determining the equivalent neutral layer of stiffened ship panels not only reduces the number of elements effectively but also establishes a strain function between the inner and outer surfaces of the structure. Using this function, a layout scheme for optical fiber sensors on the inner side of ship stiffened panels is provided, overcoming the symmetrical arrangement constraints of iFEM for sensor placement on both the inner and outer sides of the structure. The results demonstrate a significant improvement in strain reconstruction accuracy under bending and bending–torsion deformations compared to conventional iFEM. Consequently, the findings of this research will contribute to enhancing the engineering applicability of iFEM in ship structure health monitoring.
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Research context

OpenAlex topics: Advanced Fiber Optic Sensors · Structural Health Monitoring Techniques · Advanced MEMS and NEMS Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

State Key Laboratory of Mechanics and Control of Mechanical Structures, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China

China Ship Scientific Research Center, Wuxi 214000, China

Aviation Key Laboratory of Science and Technology on Aero Electromechanical System Integration, Nanjing Engineering Institute of Aircraft System Jincheng AVIC, Nanjing 210016, China

Funding

National Natural Science Foundation of China · Innovative Research Foundation of Ship General Performance · Fund of Aeronautics Science · National Key Research and Development Program of the Ministry of Science and Technology · National Key Laboratory of Helicopter Rotor Dynamics Fund project

References (28)

Show source-provided references
1. Structural health monitoring for corrosion induced thickness loss in marine plates subjected to random loads10.1016/j.oceaneng.2023.114037 ↗
2. Static strain-based identification of extensive damages in thin-walled structures10.1177/14759217211050605 ↗
3. An open database for benchmarking guided waves structural health monitoring algorithms on a composite full-scale outer wing demonstrator. Struct10.1177/1475921719889029 ↗
4. The measurement accuracy of instrumented ship structures under local ice loads using strain gauges10.1016/j.marstruc.2020.102919 ↗
5. DIC-based structural strain approach for low-cycle fatigue assessment of AA 5083 welded joints10.1016/j.tafmec.2021.103090 ↗
6. Application of embedded fibre Bragg grating sensors for structural health monitoring of complex composite structures for marine applications10.1016/j.marstruc.2020.102903 ↗
7. Optical fiber sensing for marine environment and marine structural health monitoring: A review10.1016/j.optlastec.2021.107082 ↗
8. Strain field reconstruction of high-speed train crossbeam based on FBG sensing network and load-strain linear superposition algorithm10.1109/JSEN.2021.3139648 ↗
9. Neutron strain tomography using the radon transform10.1016/j.matpr.2015.05.057 ↗
10. K-BP neural network-based strain field inversion and load identification for CFRP10.1016/j.measurement.2021.110227 ↗
11. Shape sensing of plate and shell structures undergoing large displacements using the inverse finite element method10.1155/2018/8076085 ↗
12. Abdollahzadeh, M.A., Kefal, A., and Yildiz, M. (2020). A comparative and review study on shape and stress sensing of flat/curved shell geometries using c0-continuous family of iFEM elements. Sensors, 20.10.3390/s20143808 ↗
13. Roy, R., Gherlone, M., Surace, C., and Tessler, A. (2021). Full-Field strain reconstruction using uniaxial strain measurements: Application to damage detection. Appl. Sci., 11.10.3390/app11041681 ↗
14. Shape sensing and damage identification with iFEM on a composite structure subjected to impact damage and non-trivial boundary conditions. Mech10.1016/j.ymssp.2020.107163 ↗
15. Dent damage identification in stiffened cylindrical structures using inverse Finite Element Method10.1016/j.oceaneng.2020.106944 ↗
16. Displacement and stress monitoring of a chemical tanker based on inverse finite element method10.1016/j.oceaneng.2015.11.032 ↗
17. Phelps, C., and Tessler, A. (2020). SNAME Maritime Convention, SNAME.
18. Kefal, A., and Oterkus, E. (2017, January 9–13). Shape sensing of aerospace structures by coupling of isogeometric analysis and inverse finite element method. Proceedings of the 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Grapevine, TX, USA.10.2514/6.2017-0427 ↗
19. Displacement and stress monitoring of a Panamax containership using inverse finite element method10.1016/j.oceaneng.2016.04.025 ↗
20. Kefal, A., and Oterkus, E. (2020). Isogeometric iFEM analysis of thin shell structures. Sensors, 20.10.3390/s20092685 ↗
21. Health structure monitoring for the design of an innovative UAS fixed wing through inverse finite element method (iFEM)10.1016/j.ast.2017.07.005 ↗
22. Comparison of strain pre-extrapolation techniques for shape and strain sensing by iFEM of a composite plate subjected to compression buckling10.1016/j.compstruct.2021.113587 ↗
23. Esposito, M., Mattone, M., and Gherlone, M. (2022). Experimental Shape Sensing and Load Identification on a Stiffened Panel: A Comparative Study. Sensors, 22.10.3390/s22031064 ↗
24. A Novel Delamination Damage Detection Strategy Based on Inverse Finite Element Method for Structural Health Monitoring of Composite Structures10.1016/j.ymssp.2023.110202 ↗
25. Methods for Calibrating High-Resolution Optical Reflectometers Operating in the Frequency Domain10.1007/s11018-018-1522-2 ↗
26. Simultaneous measurement of pressure and temperature in a supersonic ejector using FBG sensors10.1088/1361-6501/ac8a0a ↗
27. Temperature-compensated strain measurement using fiber Bragg grating sensors embedded in composite laminates10.1088/0964-1726/12/6/011 ↗
28. Fiber-optic strain sensor system with temperature compensation for arch bridge condition monitoring10.1109/JSEN.2011.2172991 ↗