Electromechanical impedance of piezoelectric transducers for monitoring metallic and non-metallic structures: A review of wired, wireless and energy-harvesting …

VGM Annamdas, MA Radhika - Journal of Intelligent …, 2013 - journals.sagepub.com
Electromechanical impedance–based structural health monitoring method had attracted
several researchers in the recent past for aerospace, civil, mechanical, timber and biological …

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

F Kosova, Ö Altay, HÖ Ünver - Nondestructive testing and …, 2025 - Taylor & Francis
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 …

Trojan detection and side-channel analyses for cyber-security in cyber-physical manufacturing systems

H Vincent, L Wells, P Tarazaga, J Camelio - Procedia Manufacturing, 2015 - Elsevier
As the maliciousness and frequency of cyber-attacks continues to grow, the safety and
security of cyber-physical critical infrastructures, such as manufacturing, is quickly becoming …

Study on pre-damage diagnosis and analysis of adhesively bonded smart PZT sensors using EMI technique

TJ Saravanan, SS Chauhan - Measurement, 2022 - Elsevier
The electro-mechanical impedance technique (EMI) is one of the best methods for
continuous structural health monitoring (SHM) by embedding a smart piezoelectric ceramic …

In situ monitoring of material jetting additive manufacturing process via impedance based measurements

LD Sturm, MI Albakri, PA Tarazaga, CB Williams - Additive manufacturing, 2019 - Elsevier
In this paper, the authors explore the use of impedance-based monitoring techniques for in-
situ detection of additive manufacturing build defects. By physically coupling a piezoceramic …

Impedance-based non-destructive evaluation of additively manufactured parts

MI Albakri, LD Sturm, CB Williams… - Rapid Prototyping …, 2017 - emerald.com
Purpose This work proposes the utilization of electromechanical impedance measurements
as a means of non-destructive evaluation (NDE) for additive manufacturing (AM). The …

Structural Health Monitoring Using High‐Frequency Electromechanical Impedance Signatures

W Yan, WQ Chen - Advances in Civil Engineering, 2010 - Wiley Online Library
An overview of recent advances in electromechanical impedance‐(EMI‐) based structural
health monitoring is presented in this paper. The basic principle of the EMI method is to use …

Fatigue life estimation of a 1D aluminum beam under mode-I loading using the electromechanical impedance technique

YY Lim, CK Soh - Smart Materials and Structures, 2011 - iopscience.iop.org
Structures in service are often subjected to fatigue loads. Cracks would develop and lead to
failure if left unnoticed after a large number of cyclic loadings. Monitoring the process of …

Load monitoring using a calibrated piezo diaphragm based impedance strain sensor and wireless sensor network in real time

VGM Annamdas, CK Soh - Smart Materials and Structures, 2017 - iopscience.iop.org
The last decade has seen the use of various wired–wireless and contact–contactless
sensors in several structural health monitoring (SHM) techniques. Most SHM sensors that …

Grinding process monitoring based on electromechanical impedance measurements

M Marchi, FG Baptista, PR de Aguiar… - Measurement Science …, 2015 - iopscience.iop.org
Grinding is considered one of the last processes in precision parts manufacturing, which
makes it indispensable to have a reliable monitoring system to evaluate workpiece surface …