Real-Time Damage Detection in an Airplane Wing During Wind Tunnel Testing Under Realistic Flight Conditions

A real-time structural health monitoring (SHM) system of an airplane composite wing with adjustable damage is reported, where testing under realistic flight conditions is carried out in the controllable and repeatable environment of an industrial wind tunnel. An FBG-based sensing array monitors a debonded region, whose compromised structural strength is regained by a set of lockable fasteners. Damage tunability is achieved by loosening some of or all these fasteners. Real-time analysis of the data collected involves Principal Component Analysis, followed by Hotelling's <i>T</i>-squared and <i>Q</i> measures. With previously set criteria, real-time data collection and processing software can declare the structural health status as normal or abnormal. During testing, the system using the <i>Q</i> measure successfully identified the initiation of the damage and its extent, while the <i>T</i>-squared one returned limited outcomes.

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Publication Details

Journal
Sensors
Published
2025-07-16
DOI
https://doi.org/10.3390/s25144423
Primary Topic
Structural Health Monitoring Techniques
Type
article
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article

Real-Time Damage Detection in an Airplane Wing During Wind Tunnel Testing Under Realistic Flight Conditions

Yoav Ofir, Moshe Tur, Bernardino Galasso, Shay Shoham et al.
Sensors
Structural Health Monitoring Techniques
article

Real-Time Damage Detection in an Airplane Wing During Wind Tunnel Testing Under Realistic Flight Conditions

Yoav Ofir, Moshe Tur, Bernardino Galasso, Shay Shoham, Iddo Kressel, Jonathan Bohbot, Umberto Mercurio, Gianvito Apuleo, Antonio Concilio, U. Ben-Simon
article en

Abstract

A real-time structural health monitoring (SHM) system of an airplane composite wing with adjustable damage is reported, where testing under realistic flight conditions is carried out in the controllable and repeatable environment of an industrial wind tunnel. An FBG-based sensing array monitors a debonded region, whose compromised structural strength is regained by a set of lockable fasteners. Damage tunability is achieved by loosening some of or all these fasteners. Real-time analysis of the data collected involves Principal Component Analysis, followed by Hotelling's <i>T</i>-squared and <i>Q</i> measures. With previously set criteria, real-time data collection and processing software can declare the structural health status as normal or abnormal. During testing, the system using the <i>Q</i> measure successfully identified the initiation of the damage and its extent, while the <i>T</i>-squared one returned limited outcomes.

SensorsVol. 25(14)
Tel Aviv University (IL), Israel Aerospace Industries (Israel) (IL), Italian Aerospace Research Centre (IT), Piaggio Aerospace (Italy) (IT)
Affordable and clean energy
Openalex Percentile: Top 82%
Structural Health Monitoring Techniques
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Real-Time Damage Detection in an Airplane Wing During Wind Tunnel Testing Under Realistic Flight Conditions — Yoav Ofir, Moshe Tur, et al. · Sensors (2025) | TGRS Research Map | TGRS