Sandwich Face Layer Debonding Detection and Size Estimation by Machine-Learning-Based Evaluation of Electromechanical Impedance Measurements [PDF]
Sensors, 2023 The present research proposes a two-step physics- and machine-learning(ML)-based electromechanical impedance (EMI) measurement data evaluation approach for sandwich face layer debonding detection and size estimation in structural health monitoring (SHM ...
Christoph Kralovec +3 more
doaj +2 more sources
Smart monitoring of composite concrete damage using EMI technique with temperature effects compensation and ANN integration [PDF]
Scientific ReportsThe composite materials are widely used across industries however, these materials are prone to damages like cracking and delamination due to its complexity.
Maheshwari Sonker, Rama Shanker
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Orientation Engineering of MXene Flakes. [PDF]
Adv MaterOrientation engineering of MXene flakes refers to the transformation of disordered MXene flakes into ordered architectures with optimized multiphysical transport properties. Focusing on this topic, this review outlines key principles, characterization, fabrication strategies, and advanced applications of oriented MXene structures.
Wang Y +7 more
europepmc +2 more sources
In Vivo Imaging With a Low-Cost MRI Scanner and Cloud Data Processing in Low-Resource Settings. [PDF]
NMR BiomedThis study presented the system evolution at MUST: (a) Scanner after the initial assembly in 2023. (b) First reconstructed image (bell pepper). Front (c), rear (d), and global (e) views of the MUST scanner in the 2025 configuration, highlighting the improved electronics setup, RF coils, and mechanical integration.
Guallart-Naval T +18 more
europepmc +2 more sources
A Deep Learning Approach for Autonomous Compression Damage Identification in Fiber-Reinforced Concrete Using Piezoelectric Lead Zirconate Titanate Transducers [PDF]
SensorsEffective damage identification is paramount to evaluating safety conditions and preventing catastrophic failures of concrete structures. Although various methods have been introduced in the literature, developing robust and reliable structural health ...
George M. Sapidis +4 more
doaj +2 more sources
Visualising the strength development of FICP-treated sand using impedance spectroscopy [PDF]
Scientific ReportsFungal Induced Calcium Carbonate Precipitation (FICP) is a novel method used in geotechnical engineering that enhances the engineering properties of sand by using the potential of fungal activity.
Jamal Ahmad +5 more
doaj +2 more sources
Sensors, 2010 The electromechanical (EM) impedance technique using piezoelectric lead zirconate titanate (PZT) transducers for structural health monitoring (SHM) has attracted considerable attention in various engineering fields.
Bahador Sabet Divsholi, Yaowen Yang
doaj +3 more sources
Analysis of FRP-Strengthened Reinforced Concrete Beams Using Electromechanical Impedance Technique and Digital Image Correlation System [PDF]
Sensors, 2023 Marta Baena +2 more
exaly +2 more sources
Buildings, 2023 The bearing plate is an important part of a tendon–anchorage subsystem; however, its function and safety can be compromised by factors such as fatigue and corrosion.
Ba-Tung Le +6 more
doaj +1 more source
Frontiers in Physics, 2021 Electromechanical impedance (Electromechanical impedance)-based methods as potential nondestructive evaluation (NDT) techniques have been widely used in the field of structural health monitoring (SHM), especially for the civil, mechanical, and aerospace ...
Yabin Liang +13 more
doaj +1 more source