Research on framework and condition control for SHM reliability evaluation
XU Qiuhui, YUAN Shenfang, CHEN Jian
Abstract. The structural health monitoring (SHM) reliability evaluation is a key aspect that needs to be urgently addressed to promote the broader application of SHM. However, existing limited studies are mainly based on the non-destructive testing/evaluation (NDT/E) reliability metrics in a straightforward way without a systematic analysis of where these metrics originated from, especially the evaluation conditions which are very important to apply these metrics. In fact, both NDT/E and SHM belong to the instrument and measurement area. Therefore, this paper first performs a systematic analysis of the whole framework of instrument reliability evaluation and condition control. Based on these analyses, considering the special online application scenario of SHM, the overall framework of SHM reliability evaluation and criteria for evaluation condition control are proposed. Finally, the proposed method is demonstrated on crack monitoring reliability evaluation by guided wave-SHM on aircraft structures.
Keywords
Structural Health Monitoring, Reliability Evaluation, Evaluation Condition Control, Guided Wave-Based Monitoring, Crack Detection and Sizing
Published online 3/25/2025, 7 pages
Copyright © 2025 by the author(s)
Published under license by Materials Research Forum LLC., Millersville PA, USA
Citation: XU Qiuhui, YUAN Shenfang, CHEN Jian, Research on framework and condition control for SHM reliability evaluation, Materials Research Proceedings, Vol. 50, pp 8-14, 2025
DOI: https://doi.org/10.21741/9781644903513-2
The article was published as article 2 of the book Structural Health Monitoring
Content from this work may be used under the terms of the Creative Commons Attribution 3.0 license. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
References
[1] S. Yuan, Y. Ren, L. Qiu, H. Mei. A multi-response-based wireless impact monitoring network for aircraft composite structures. IEEE T. Ind. Electron. 63(12) (2016) 7712-7722. https://doi.org/10.1109/TIE.2016.2598529
[2] S. Yuan, H. Jing, Y. Wang, J. Zhang. A whole service time SHM damage quantification model hierarchical evolution mechanism. Mech. Syst. Signal Proc. 209 (2024) 111064. https://doi.org/10.1016/j.ymssp.2023.111064
[3] M. HDBK, “Nondestructive evaluation system reliability assessment,” Dep. Def. Handb., vol. 7, 2009.
[4] N. Yue, M.H. Aliabadi, Hierarchical approach for uncertainty quantification and reliability assessment of guided wave-based structural health monitoring. Struct. Health Monit. 20 (5) (2021) 2274-2299. https://doi.org/10.1177/1475921720940642
[5] V. Janapati, F. Kopsaftopoulos, F. Li, S.J. Lee, F.K. Chang, Damage detection sensitivity characterization of acousto-ultrasound-based structural health monitoring techniques. Struct. Health Monit. 15 (2) (2016) 143-161. https://doi.org/10.1177/1475921715627490
[6] F. Falcetelli, N. Yue, R. Di Sante, D. Zarouchas, Probability of detection, localization, and sizing: The evolution of reliability metrics in Structural Health Monitoring. Struct. Health Monit. 21 (6) (2022) 2990-3017. https://doi.org/10.1177/14759217211060780
[7] ISO 5725-1, “Accuracy (trueness and precision) of measurement methods and results-Part 1: General principles and definitions- 2nd ed.”, Int. Stand. Organ. 2023.
[8] ISO 5725-2, “Accuracy (trueness and precision) of measurement methods and results-Part 2: Basic method for the determination of repeatability and reproducibility of a standard measurement method- 2nd ed.”, Int. Stand. Organ. 2019.
[9] ISO/IEC Guide 98-3, “Uncertainty of measurement-Part 3: Guide to the expression of uncertainty in measurement”, Int. Stand. Organ./Int. Electro Tech. Comm. 2008.
[10] Y. Ren, Q. Xu, S. Yuan, Improving accuracy of damage quantification based on two-level consistency control of PZT layers. Chin. J. Aeronaut. 36 (3) (2023) 241-253. https://doi.org/10.1016/j.cja.2022.09.021
[11] Y. Ren, S. Zhang, S. Yuan, L. Qiu, In-situ integration and performance verification of large-scale PZT network for composite aerospace structure. Smart Mater. Struct. 32 (5) (2023) 055010. https://doi.org/10.1088/1361-665X/acc436
[12] L. Qiu, S. Yuan, On development of a multi-channel PZT array scanning system and its evaluating application on UAV wing box. Sens. Actuator A-Phys. 151 (2) (2009) 220-230. https://doi.org/10.1016/j.sna.2009.02.032
[13] S. Torkamani, S. Roy, M. E. Barkey, E. Sazonov, S. Burkett, S. Kotru, A novel damage index for damage identification using guided waves with application in laminated composites. Smart Mater. Struct, 23 (9) (2014) 095015. https://doi.org/10.1088/0964-1726/23/9/095015
[14] S. Yuan, H. Wang, J. Chen, A PZT based on-line updated guided wave-gaussian process method for crack evaluation. IEEE Sens. J. 20 (15) 2019 8204-8212. https://doi.org/10.1109/JSEN.2019.2960408