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Article

Determination of Detection Probability and Localization Accuracy for a Guided Wave-Based Structural Health Monitoring System on a Composite Structure

1
Mechatronics and Mechanical Engineering Department, Bochum University of Applied Sciences, 44801 Bochum, Germany
2
Civil Engineering Department, Ruhr University Bochum, 44801 Bochum, Germany
*
Author to whom correspondence should be addressed.
Appl. Mech. 2021, 2(4), 996-1008; https://doi.org/10.3390/applmech2040058
Submission received: 20 October 2021 / Revised: 23 November 2021 / Accepted: 27 November 2021 / Published: 2 December 2021
(This article belongs to the Special Issue Damage Sensing in Composites for Structural Health Monitoring)

Abstract

The capabilities of detection and localization of damage in a structure, using a guided wave-based structural health monitoring (GWSHM) system, depend on the damage location and the chosen sensor array setup. This paper presents a novel approach to assess the reliability of an SHM system enabling to quantify localization accuracy. A two-step technique is developed to combine multiple paths to generate one probability of detection (POD) curve that provides information regarding the detection capability of an SHM system at a defined damage position. Moreover, a new method is presented to analyze localization accuracy. Established probability-based diagnostic imaging using a signal correlation algorithm is used to determine the damage location. The resultant output of the localization accuracy analysis is the smallest damage size at which a defined accuracy level can be reached at a determined location. The proposed methods for determination of detection probability and localization accuracy are applied to a plate-like CFRP structure with an omega stringer with artificial damage of different sizes at different locations. The results show that the location of the damage influences the sensitivity of detection and localization accuracy for the used detection and localization methods. Localization accuracy is enhanced as it becomes closer to the array’s center, but its detection sensitivity deteriorates.
Keywords: structural health monitoring; guided waves; detection; localization; reliability assessment; correlation coefficient; probability of detection; localization accuracy; probability of correct localization structural health monitoring; guided waves; detection; localization; reliability assessment; correlation coefficient; probability of detection; localization accuracy; probability of correct localization

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MDPI and ACS Style

Bayoumi, A.; Minten, T.; Mueller, I. Determination of Detection Probability and Localization Accuracy for a Guided Wave-Based Structural Health Monitoring System on a Composite Structure. Appl. Mech. 2021, 2, 996-1008. https://doi.org/10.3390/applmech2040058

AMA Style

Bayoumi A, Minten T, Mueller I. Determination of Detection Probability and Localization Accuracy for a Guided Wave-Based Structural Health Monitoring System on a Composite Structure. Applied Mechanics. 2021; 2(4):996-1008. https://doi.org/10.3390/applmech2040058

Chicago/Turabian Style

Bayoumi, Ahmed, Tobias Minten, and Inka Mueller. 2021. "Determination of Detection Probability and Localization Accuracy for a Guided Wave-Based Structural Health Monitoring System on a Composite Structure" Applied Mechanics 2, no. 4: 996-1008. https://doi.org/10.3390/applmech2040058

APA Style

Bayoumi, A., Minten, T., & Mueller, I. (2021). Determination of Detection Probability and Localization Accuracy for a Guided Wave-Based Structural Health Monitoring System on a Composite Structure. Applied Mechanics, 2(4), 996-1008. https://doi.org/10.3390/applmech2040058

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