Preliminary Results of a Structural Health Monitoring System Application for Real-Time Debonding Detection on a Full-Scale Composite Spar

The present paper reports the outcomes of activities concerning a real-time SHM system for debonding flaw detection based on ground testing of an aircraft structural component as a basis for condition-based maintenance. In this application, a damage detection method unrelated to structural or load m...

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Published inSensors (Basel, Switzerland) Vol. 23; no. 1; p. 455
Main Authors Ciminello, Monica, Sikorski, Bogdan, Galasso, Bernardino, Pellone, Lorenzo, Mercurio, Umberto, Concilio, Antonio, Apuleo, Gianvito, Cozzolino, Aniello, Kressel, Iddo, Shoham, Shay, Tur, Moshe
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 01.01.2023
MDPI
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ISSN1424-8220
1424-8220
DOI10.3390/s23010455

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Abstract The present paper reports the outcomes of activities concerning a real-time SHM system for debonding flaw detection based on ground testing of an aircraft structural component as a basis for condition-based maintenance. In this application, a damage detection method unrelated to structural or load models is investigated. In the reported application, the system is applied for real-time detection of two flaws, kissing bond type, artificially deployed over a full-scale composite spar under the action of external bending loads. The proposed algorithm, local high-edge onset (LHEO), detects damage as an edge onset in both the space and time domains, correlating current strain levels to next strain levels within a sliding inner product proportional to the sensor step and the acquisition time interval, respectively. Real-time implementation can run on a consumer-grade computer. The SHM algorithm was written in Matlab and compiled as a Python module, then called from a multiprocess wrapper code with separate operations for data reception and data elaboration. The proposed SHM system is made of FBG arrays, an interrogator, an in-house SHM code, an original decoding software (SW) for real-time implementation of multiple SHM algorithms and a continuous interface with an external operator.
AbstractList The present paper reports the outcomes of activities concerning a real-time SHM system for debonding flaw detection based on ground testing of an aircraft structural component as a basis for condition-based maintenance. In this application, a damage detection method unrelated to structural or load models is investigated. In the reported application, the system is applied for real-time detection of two flaws, kissing bond type, artificially deployed over a full-scale composite spar under the action of external bending loads. The proposed algorithm, local high-edge onset (LHEO), detects damage as an edge onset in both the space and time domains, correlating current strain levels to next strain levels within a sliding inner product proportional to the sensor step and the acquisition time interval, respectively. Real-time implementation can run on a consumer-grade computer. The SHM algorithm was written in Matlab and compiled as a Python module, then called from a multiprocess wrapper code with separate operations for data reception and data elaboration. The proposed SHM system is made of FBG arrays, an interrogator, an in-house SHM code, an original decoding software (SW) for real-time implementation of multiple SHM algorithms and a continuous interface with an external operator.
The present paper reports the outcomes of activities concerning a real-time SHM system for debonding flaw detection based on ground testing of an aircraft structural component as a basis for condition-based maintenance. In this application, a damage detection method unrelated to structural or load models is investigated. In the reported application, the system is applied for real-time detection of two flaws, kissing bond type, artificially deployed over a full-scale composite spar under the action of external bending loads. The proposed algorithm, local high-edge onset (LHEO), detects damage as an edge onset in both the space and time domains, correlating current strain levels to next strain levels within a sliding inner product proportional to the sensor step and the acquisition time interval, respectively. Real-time implementation can run on a consumer-grade computer. The SHM algorithm was written in Matlab and compiled as a Python module, then called from a multiprocess wrapper code with separate operations for data reception and data elaboration. The proposed SHM system is made of FBG arrays, an interrogator, an in-house SHM code, an original decoding software (SW) for real-time implementation of multiple SHM algorithms and a continuous interface with an external operator.The present paper reports the outcomes of activities concerning a real-time SHM system for debonding flaw detection based on ground testing of an aircraft structural component as a basis for condition-based maintenance. In this application, a damage detection method unrelated to structural or load models is investigated. In the reported application, the system is applied for real-time detection of two flaws, kissing bond type, artificially deployed over a full-scale composite spar under the action of external bending loads. The proposed algorithm, local high-edge onset (LHEO), detects damage as an edge onset in both the space and time domains, correlating current strain levels to next strain levels within a sliding inner product proportional to the sensor step and the acquisition time interval, respectively. Real-time implementation can run on a consumer-grade computer. The SHM algorithm was written in Matlab and compiled as a Python module, then called from a multiprocess wrapper code with separate operations for data reception and data elaboration. The proposed SHM system is made of FBG arrays, an interrogator, an in-house SHM code, an original decoding software (SW) for real-time implementation of multiple SHM algorithms and a continuous interface with an external operator.
Audience Academic
Author Concilio, Antonio
Mercurio, Umberto
Apuleo, Gianvito
Shoham, Shay
Ciminello, Monica
Kressel, Iddo
Sikorski, Bogdan
Pellone, Lorenzo
Tur, Moshe
Galasso, Bernardino
Cozzolino, Aniello
AuthorAffiliation 1 Adaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy
4 School of Electrical Engineering, Tel-Aviv University (TAU), Tel Aviv 70100, Israel
3 Advanced Structural Technologies, Engineering Center, Israel Aerospace Industries (IAI), Ben Gurion International Airport, Tel Aviv 70100, Israel
2 Research Division, Piaggio Aerospace Industries, 81043 Capua, Italy
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CitedBy_id crossref_primary_10_1155_stc_1711913
crossref_primary_10_3390_aerospace10060507
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crossref_primary_10_3390_applmech5010003
crossref_primary_10_1364_OL_489885
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Keywords damage characterization
composite structures
smart devices
structural health monitoring
sensors
real-time processing
Language English
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StartPage 455
SubjectTerms Adhesives
Aircraft
Algorithms
Comparative analysis
composite structures
Computers
Cost control
damage characterization
Design
Drone aircraft
Fasteners
Fiber optics
Measurement
Mechanical properties
Methods
Monitoring, Physiologic
Non-destructive testing
real-time processing
Sensors
smart devices
Software
Strains and stresses
Stress relaxation (Materials)
Stress relieving (Materials)
structural health monitoring
Testing
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Title Preliminary Results of a Structural Health Monitoring System Application for Real-Time Debonding Detection on a Full-Scale Composite Spar
URI https://www.ncbi.nlm.nih.gov/pubmed/36617052
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