A Systematic Review of Advanced Sensor Technologies for Non-Destructive Testing and Structural Health Monitoring

This paper reviews recent advances in sensor technologies for non-destructive testing (NDT) and structural health monitoring (SHM) of civil structures. The article is motivated by the rapid developments in sensor technologies and data analytics leading to ever-advancing systems for assessing and mon...

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Bibliographic Details
Published inSensors (Basel, Switzerland) Vol. 23; no. 4; p. 2204
Main Authors Hassani, Sahar, Dackermann, Ulrike
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 15.02.2023
MDPI
Subjects
Acoustic emission testing
advanced sensor technologies
Artificial intelligence
Classification
damage identification methods
Infrastructure
Internet of Things
Literature reviews
machine learning
Magnetism
Microelectromechanical systems
Neural networks
non-destructive evaluation
non-destructive testing
Review
Sensors
Signal processing
structural health monitoring
Technological change
Temperature effects
Netherlands
United States
Utah
Germany
structural health monitoring
damage identification methods
machine learning
non-destructive evaluation
advanced sensor technologies
non-destructive testing
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Abstract This paper reviews recent advances in sensor technologies for non-destructive testing (NDT) and structural health monitoring (SHM) of civil structures. The article is motivated by the rapid developments in sensor technologies and data analytics leading to ever-advancing systems for assessing and monitoring structures. Conventional and advanced sensor technologies are systematically reviewed and evaluated in the context of providing input parameters for NDT and SHM systems and for their suitability to determine the health state of structures. The presented sensing technologies and monitoring systems are selected based on their capabilities, reliability, maturity, affordability, popularity, ease of use, resilience, and innovation. A significant focus is placed on evaluating the selected technologies and associated data analytics, highlighting limitations, advantages, and disadvantages. The paper presents sensing techniques such as fiber optics, laser vibrometry, acoustic emission, ultrasonics, thermography, drones, microelectromechanical systems (MEMS), magnetostrictive sensors, and next-generation technologies.
AbstractList This paper reviews recent advances in sensor technologies for non-destructive testing (NDT) and structural health monitoring (SHM) of civil structures. The article is motivated by the rapid developments in sensor technologies and data analytics leading to ever-advancing systems for assessing and monitoring structures. Conventional and advanced sensor technologies are systematically reviewed and evaluated in the context of providing input parameters for NDT and SHM systems and for their suitability to determine the health state of structures. The presented sensing technologies and monitoring systems are selected based on their capabilities, reliability, maturity, affordability, popularity, ease of use, resilience, and innovation. A significant focus is placed on evaluating the selected technologies and associated data analytics, highlighting limitations, advantages, and disadvantages. The paper presents sensing techniques such as fiber optics, laser vibrometry, acoustic emission, ultrasonics, thermography, drones, microelectromechanical systems (MEMS), magnetostrictive sensors, and next-generation technologies.
This paper reviews recent advances in sensor technologies for non-destructive testing (NDT) and structural health monitoring (SHM) of civil structures. The article is motivated by the rapid developments in sensor technologies and data analytics leading to ever-advancing systems for assessing and monitoring structures. Conventional and advanced sensor technologies are systematically reviewed and evaluated in the context of providing input parameters for NDT and SHM systems and for their suitability to determine the health state of structures. The presented sensing technologies and monitoring systems are selected based on their capabilities, reliability, maturity, affordability, popularity, ease of use, resilience, and innovation. A significant focus is placed on evaluating the selected technologies and associated data analytics, highlighting limitations, advantages, and disadvantages. The paper presents sensing techniques such as fiber optics, laser vibrometry, acoustic emission, ultrasonics, thermography, drones, microelectromechanical systems (MEMS), magnetostrictive sensors, and next-generation technologies.This paper reviews recent advances in sensor technologies for non-destructive testing (NDT) and structural health monitoring (SHM) of civil structures. The article is motivated by the rapid developments in sensor technologies and data analytics leading to ever-advancing systems for assessing and monitoring structures. Conventional and advanced sensor technologies are systematically reviewed and evaluated in the context of providing input parameters for NDT and SHM systems and for their suitability to determine the health state of structures. The presented sensing technologies and monitoring systems are selected based on their capabilities, reliability, maturity, affordability, popularity, ease of use, resilience, and innovation. A significant focus is placed on evaluating the selected technologies and associated data analytics, highlighting limitations, advantages, and disadvantages. The paper presents sensing techniques such as fiber optics, laser vibrometry, acoustic emission, ultrasonics, thermography, drones, microelectromechanical systems (MEMS), magnetostrictive sensors, and next-generation technologies.
Audience Academic
Author Dackermann, Ulrike
Hassani, Sahar
AuthorAffiliation Centre for Infrastructure Engineering and Safety, School of Civil and Environmental Engineering, University of New South Wales, Sydney, NSW 2052, Australia
AuthorAffiliation_xml – name: Centre for Infrastructure Engineering and Safety, School of Civil and Environmental Engineering, University of New South Wales, Sydney, NSW 2052, Australia
Author_xml – sequence: 1
  givenname: Sahar
  surname: Hassani
  fullname: Hassani, Sahar
– sequence: 2
  givenname: Ulrike
  orcidid: 0000-0003-4406-4738
  surname: Dackermann
  fullname: Dackermann, Ulrike
BackLink https://www.ncbi.nlm.nih.gov/pubmed/36850802$$D View this record in MEDLINE/PubMed
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Snippet This paper reviews recent advances in sensor technologies for non-destructive testing (NDT) and structural health monitoring (SHM) of civil structures. The...
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SubjectTerms Acoustic emission testing
advanced sensor technologies
Artificial intelligence
Classification
damage identification methods
Infrastructure
Internet of Things
Literature reviews
machine learning
Magnetism
Microelectromechanical systems
Neural networks
non-destructive evaluation
non-destructive testing
Review
Sensors
Signal processing
structural health monitoring
Technological change
Temperature effects
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Title A Systematic Review of Advanced Sensor Technologies for Non-Destructive Testing and Structural Health Monitoring
URI https://www.ncbi.nlm.nih.gov/pubmed/36850802
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https://doaj.org/article/d20263fb3bf0451ebc16cab017a527df
Volume 23
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