Automated identification of compressive stress and damage in concrete specimen using convolutional neural network learned electromechanical admittance

Optimum PZT Patch Size for Corrosion Detection in Reinforced Concrete Using the Electromechanical Impedance Technique

(2021) Jaamac Hassan Hire et al.   SENSORS

An improved Artificial Neural Network using Arithmetic Optimization Algorithm for damage assessment in FGM composite plates

(2021) Samir Khatir et al.   COMPOSITE STRUCTURES

Evaluating soundness of concrete containing shrinkage-compensating MgO admixtures

(2020) H. Kabir et al.   CONSTRUCTION AND BUILDING MATERIALS

Review of Non-Destructive Civil Infrastructure Evaluation for Bridges: State-of-the-Art Robotic Platforms, Sensors and Algorithms

(2020) Habib Ahmed et al.   SENSORS

A novel approach for non-destructive EMI-based corrosion monitoring of concrete-embedded reinforcements using multi-orientation piezoelectric sensors

(2020) Jamal Ahmadi et al.   CONSTRUCTION AND BUILDING MATERIALS

Efficient Artificial neural networks based on a hybrid metaheuristic optimization algorithm for damage detection in laminated composite structures

(2020) H. Tran-Ngoc et al.   COMPOSITE STRUCTURES

Integrated electromechanical impedance technique with convolutional neural network for concrete structural damage quantification under varied temperatures

(2020) Hedong Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

1D convolutional neural networks and applications: A survey

(2020) Serkan Kiranyaz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structural health monitoring using modal strain energy damage indicator coupled with teaching-learning-based optimization algorithm and isogoemetric analysis

(2019) Samir Khatir et al.   JOURNAL OF SOUND AND VIBRATION

Numerical and experimental investigation of flexural performance on pre-stressed concrete structures using electromechanical admittance

(2019) Demi Ai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An EMI-Based Clustering for Structural Health Monitoring of NSM FRP Strengthening Systems

(2019) Ricardo Perera et al.   SENSORS

Health monitoring of reinforced concrete structures under impact using multiple piezo-based configurations

(2019) Prateek Negi et al.   CONSTRUCTION AND BUILDING MATERIALS

An Orthogonal Matching Pursuit based signal compression and reconstruction approach for electromechanical admittance based structural health monitoring

(2019) Hedong Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Numerical and experimental investigation of electro-mechanical impedance based concrete quantitative damage assessment

(2019) Shaoyu Zhao et al.   Smart Materials and Structures

Monitoring of the load-induced RC beam structural tension/compression stress and damage using piezoelectric transducers

(2018) Demi Ai et al.   ENGINEERING STRUCTURES

Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks

(2018) Min Xia et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Review of the Piezoelectric Electromechanical Impedance Based Structural Health Monitoring Technique for Engineering Structures

(2018) Wongi Na et al.   SENSORS

Prognosis of fatigue and impact induced damage in concrete using embedded piezo-transducers

(2018) Anjaneya Dixit et al.   SENSORS AND ACTUATORS A-PHYSICAL

A New Structural Health Monitoring Strategy Based on PZT Sensors and Convolutional Neural Network

(2018) Mario de Oliveira et al.   SENSORS

Fast simulations for solving fracture mechanics inverse problems using POD-RBF XIGA and Jaya algorithm

(2018) Samir Khatir et al.   ENGINEERING FRACTURE MECHANICS

A novel deep learning-based method for damage identification of smart building structures

(2018) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Identification of incipient pitting corrosion in reinforced concrete structures using guided waves and piezoelectric wafer transducers

(2018) Rajeshwara Chary Sriramadasu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Experimental evaluation of load-induced damage in concrete from distributed microcracks to localized cracking on electro-mechanical impedance response of bonded PZT

(2016) Arun Narayanan et al.   CONSTRUCTION AND BUILDING MATERIALS

Sensitivity of embedded active PZT sensor for concrete structural impact damage detection

(2016) Demi Ai et al.   CONSTRUCTION AND BUILDING MATERIALS

Nondestructive test methods for concrete bridges: A review

(2016) Sardar Kashif Ur Rehman et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental damage evaluation of reinforced concrete steel bars using piezoelectric sensors

(2016) Chris G. Karayannis et al.   CONSTRUCTION AND BUILDING MATERIALS

Investigation of a new experimental method for damage assessment of RC beams failing in shear using piezoelectric transducers

(2016) Maristella E. Voutetaki et al.   ENGINEERING STRUCTURES

Sensitivity to Axial Stress of Electro-Mechanical Impedance Measurements

(2016) X. Zhu et al.   EXPERIMENTAL MECHANICS

Experimental Evaluation of Miniature Impedance Chip for Structural Health Monitoring of Prototype Steel/RC Structures

(2016) N. Kaur et al.   EXPERIMENTAL TECHNIQUES

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

(2016) Xiaojie Guo et al.   MEASUREMENT

Non-destructive concrete strength evaluation using smart piezoelectric transducer—a comparative study

(2016) Yee Yan Lim et al.   Smart Materials and Structures

Stacked Denoise Autoencoder Based Feature Extraction and Classification for Hyperspectral Images

(2016) Chen Xing et al.   Journal of Sensors

The compensation technique of tensile force effect on the electro-mechanical impedance method for structural health monitoring

(2015) Jingwen Yang et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

A Sensor-Type PC Strand with an Embedded FBG Sensor for Monitoring Prestress Forces

(2015) Sung Kim et al.   SENSORS

Comparative performance of various smart aggregates during strength gain and damage states of concrete

(2015) T Jothi Saravanan et al.   Smart Materials and Structures

Detection of flexural damage stages for RC beams using Piezoelectric sensors (PZT)

(2015) Chris G. Karayannis et al.   Smart Structures and Systems

Acoustic emission monitoring for assessment of prestressed concrete beams

(2014) Mohamed K. ElBatanouny et al.   CONSTRUCTION AND BUILDING MATERIALS

Reinforcement corrosion assessment capability of surface bonded and embedded piezo sensors for reinforced concrete structures

(2014) Visalakshi Talakokula et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Online monitoring of cracking in concrete structures using embedded piezoelectric transducers

(2014) C Dumoulin et al.   Smart Materials and Structures

Neural network approach for damaged area location prediction of a composite plate using electromechanical impedance technique

(2013) S. Na et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Efficiency of electromechanical impedance for load and damage assessment along the thickness of lead zirconate titanate transducers in structural monitoring

(2013) Venu GM Annamdas et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Impedance-based structural health monitoring incorporating neural network technique for identification of damage type and severity

(2012) Jiyoung Min et al.   ENGINEERING STRUCTURES

Effect of varying axial load under fixed boundary condition on admittance signatures of electromechanical impedance technique

(2012) Yee Yan Lim et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES