Damage detection in large composite stiffened panels based on a novel SHM building block philosophy. (22nd February 2021)
- Record Type:
- Journal Article
- Title:
- Damage detection in large composite stiffened panels based on a novel SHM building block philosophy. (22nd February 2021)
- Main Title:
- Damage detection in large composite stiffened panels based on a novel SHM building block philosophy
- Authors:
- Yue, Nan
Khodaei, Zahra Sharif
Aliabadi, M H - Abstract:
- Abstract: This paper proposes a structural health monitoring (SHM) building block (BB) approach for guided wave based structural health monitoring (GWSHM) of large composite stiffened panel subjected to varying temperature conditions. The proposed approach follows a similar philosophy to industrial substantiation of composite structures through BB by conducting SHM analysis and associated tests at different levels of structural complexity, beginning with small coupon specimens and progressing through structural elements and details (mono-stringer) and finally sub-components (large stiffened composited panel). Each level builds on the knowledge gained at previous, less complex levels. The detection of multiple barely visible impact damage (BVID) in the large panels is achieved by outlier analysis using a reference pristine database gathered from simple coupons and mono-stringer panels under a wide range of temperature variation. This approach enables the data utilisation from lower-level structure in the proposed BB test scheme to higher-level structures and hence reduce the number of tests required for large and complex structures. The detected damage is then localised by a proposed two-step multi-damage localisation method, which first confirms the presence of the damage and narrows down the damaged section then provides an enhanced damage imaging for precise location estimation. Damage detection with a true positive rate of 0.909 and a false positive rate of 0.111 as wellAbstract: This paper proposes a structural health monitoring (SHM) building block (BB) approach for guided wave based structural health monitoring (GWSHM) of large composite stiffened panel subjected to varying temperature conditions. The proposed approach follows a similar philosophy to industrial substantiation of composite structures through BB by conducting SHM analysis and associated tests at different levels of structural complexity, beginning with small coupon specimens and progressing through structural elements and details (mono-stringer) and finally sub-components (large stiffened composited panel). Each level builds on the knowledge gained at previous, less complex levels. The detection of multiple barely visible impact damage (BVID) in the large panels is achieved by outlier analysis using a reference pristine database gathered from simple coupons and mono-stringer panels under a wide range of temperature variation. This approach enables the data utilisation from lower-level structure in the proposed BB test scheme to higher-level structures and hence reduce the number of tests required for large and complex structures. The detected damage is then localised by a proposed two-step multi-damage localisation method, which first confirms the presence of the damage and narrows down the damaged section then provides an enhanced damage imaging for precise location estimation. Damage detection with a true positive rate of 0.909 and a false positive rate of 0.111 as well as accurate multiple damage localisation are achieved in the flat fuselage panels for a temperature range of 25 °C–50 °C. … (more)
- Is Part Of:
- Smart materials and structures. Volume 30:Number 4(2021)
- Journal:
- Smart materials and structures
- Issue:
- Volume 30:Number 4(2021)
- Issue Display:
- Volume 30, Issue 4 (2021)
- Year:
- 2021
- Volume:
- 30
- Issue:
- 4
- Issue Sort Value:
- 2021-0030-0004-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-02-22
- Subjects:
- building block approach -- structural health monitoring -- industrialization -- composite -- airframe -- impact damage
Smart materials -- Periodicals
Strucural design -- Periodicals
620.11 - Journal URLs:
- http://iopscience.iop.org/0964-1726 ↗
http://ioppublishing.org/ ↗ - DOI:
- 10.1088/1361-665X/abe4b4 ↗
- Languages:
- English
- ISSNs:
- 0964-1726
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 15910.xml