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Intelligent structural health monitoring of composite structures using machine learning, deep learning, and transfer learning: a review

Advanced Composite Materials, 2023
Structural health monitoring (SHM) methods are essential to guarantee the safety and integrity of composite structures, which are extensively utilized in aerospace, automobile, marine, and infrastructure industry.
Muhammad Muzammil Azad   +3 more
semanticscholar   +1 more source

Structural Health Monitoring

2016
This chapter describes and discusses the evolution of structural health monitoring (SHM) technologies for aircraft. The introduction gives the importance of SHM, its application potential and the principal constituents. This is followed first by a description of strain monitoring systems and HUMS and then of damage monitoring systems. Two major classes
Koncar, Vladan, Grondel, Sébastien
  +5 more sources

IoT for structural health monitoring

IEEE Instrumentation & Measurement Magazine, 2018
Structural Health Monitoring (SHM) concerns the continuous monitoring of civil and industrial buildings to increase human safety and to reduce maintenance costs. The SHM system furnishes information about the alterations in a single part or in the whole structure caused by materials aging, action of the environment, or accidental events. Typically, SHM
Scuro, Carmelo   +4 more
openaire   +1 more source

Noncontact Sensing Techniques for AI-Aided Structural Health Monitoring: A Systematic Review

IEEE Sensors Journal, 2023
Engineering structures and infrastructure continue to be used despite approaching or having reached their design lifetime. While contact-based measurement techniques are challenging to implement at a large scale and provide information at discrete ...
A. Sabato   +3 more
semanticscholar   +1 more source

A comprehensive study of techniques utilized for structural health monitoring of oil and gas pipelines

Structural Health Monitoring, 2023
An extensive network of pipelines is extensively employed worldwide to carry oil and gas fluids over millions of kilometers. The pipeline channel was constructed to resist environmental dynamic loading conditions to provide safe and reliable oil and gas ...
Vinamra Bhushan Sharma   +3 more
semanticscholar   +1 more source

Optical fiber sensing for marine environment and marine structural health monitoring: A review

, 2021
Optical fiber sensors have attracted considerable attention for marine environment and marine structural health monitoring, owing to advantages including resistance to electromagnetic interference, durability under extreme temperature and pressures ...
R. Min   +5 more
semanticscholar   +1 more source

Structural Health Monitoring

2013
This chapter proposes an extension of our preliminary work [1] to address COTS-based accurate and scalable Structural Health Monitoring (SHM) systems by means of WSN, trying to overcome most if not all of the limitations identified in this field, namely by: (i) using adequate synchronization between all nodes in the network; (ii) relying on standard ...
Stefano Tennina   +11 more
openaire   +2 more sources

Structural health monitoring in aviation: a comprehensive review and future directions for machine learning

Nondestructive Testing and Evaluation
Aircraft structures are exposed to a variety of operational and environmental loads that can cause structural deformation and fractures. Structural Health Monitoring (SHM) has emerged as a promising solution for in-situ monitoring of structural ...
Furkan Kosova   +2 more
semanticscholar   +1 more source

Structural Health Monitoring (SHM)

2018
This work tries to fit structural health monitoring into the Internet of Things (IoT), the main topic of the research carried out in the context of the PON-DOMUS project [1]. The structural analysis has always used electrical and electronic methods for defining the deformation state of a structure.
Zinno R.   +6 more
openaire   +2 more sources

A review of structural health monitoring of bonded structures using electromechanical impedance spectroscopy

Structural Health Monitoring, 2021
The article presents a literature review of electromechanical impedance spectroscopy for structural health monitoring, with emphasis in adhesively bonded joints.
A. Tenreiro   +2 more
semanticscholar   +1 more source

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