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

Temperature effect on electromechanical admittance–based concrete structural health monitoring

(2019) Demi Ai et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

Mechanical impedance based embedded piezoelectric transducer for reinforced concrete structural impact damage detection: A comparative study

(2018) Demi Ai et al.   CONSTRUCTION AND BUILDING MATERIALS

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

(2018) Demi Ai et al.   ENGINEERING STRUCTURES

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks

(2018) Onur Avci et al.   JOURNAL OF SOUND AND VIBRATION

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

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

(2018) Mario de Oliveira et al.   SENSORS

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

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

Composite Plate Phased Array Structural Health Monitoring Signal Reconstruction Based on Orthogonal Matching Pursuit Algorithm

(2017) Yajie Sun et al.   Journal of Sensors

Temperature and damage influence on electromechanical impedance method used for carbon fibre–reinforced polymer panels

(2016) Tomasz Wandowski et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Diagnosis and validation of damaged piezoelectric sensor in electromechanical impedance technique

(2016) Demi Ai et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Experimental investigation for an isolation technique on conducting the electromechanical impedance method in high-temperature pipeline facilities

(2016) Wongi S Na et al.   JOURNAL OF SOUND AND VIBRATION

Convolutional Neural Network Based Fault Detection for Rotating Machinery

(2016) Olivier Janssens et al.   JOURNAL OF SOUND AND VIBRATION

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

An Experimental Study on the Effect of Temperature on Piezoelectric Sensors for Impedance-Based Structural Health Monitoring

(2014) Fabricio Baptista et al.   SENSORS

Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks

(2013) Pierre Selva et al.   ENGINEERING STRUCTURES

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

(2012) Jiyoung Min et al.   ENGINEERING STRUCTURES

Temperature variation effect compensation in impedance-based structural health monitoring using neural networks

(2011) N. Sepehry et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Integrated impedance and guided wave based damage detection

(2011) Yun-Kyu An et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Impedance based damage detection under varying temperature and loading conditions

(2011) Hyung Jin Lim et al.   NDT & E INTERNATIONAL

Real-time multi-sensors measurement system with temperature effects compensation for impedance-based structural health monitoring

(2011) Fabricio G Baptista et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit

(2010) Deanna Needell et al.   IEEE Journal of Selected Topics in Signal Processing

Time Reversal Based Piezoelectric Transducer Self-diagnosis Under Varying Temperature

(2010) Sang Jun Lee et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Impedance-based structural health monitoring using neural networks for autonomous frequency range selection

(2010) Jiyoung Min et al.   Smart Materials and Structures

Experimental and theoretical analysis in impedance-based structural health monitoring with varying temperature

(2010) Naserodin Sepehry et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Temperature corrected sensor diagnostics for impedance-based SHM

(2009) Benjamin L. Grisso et al.   JOURNAL OF SOUND AND VIBRATION

An outlier analysis of MFC-based impedance sensing data for wireless structural health monitoring of railroad tracks

(2008) Seunghee Park et al.   ENGINEERING STRUCTURES

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Automated Impedance-based Structural Health Monitoring Incorporating Effective Frequency Shift for Compensating Temperature Effects

(2008) Ki-Young Koo et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES