Vibration feature extraction using signal processing techniques for structural health monitoring: A review

Sector Piezoelectric Sensor Array Transmitter Beamforming MUSIC Algorithm Based Structure Damage Imaging Method

(2020) Tao Fu et al.   SENSORS

Applying Deep Learning to Continuous Bridge Deflection Detected by Fiber Optic Gyroscope for Damage Detection

(2020) Sheng Li et al.   SENSORS

Structural damage identification by sparse deep belief network using uncertain and limited data

(2020) Zhenghao Ding et al.   Structural Control & Health Monitoring

Postdisaster image‐based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks

(2020) Xiao Pan et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Detectability of Bridge-Structural Damage Based on Fiber-Optic Sensing through Deep-Convolutional Neural Networks

(2020) Sheng Li et al.   Journal of Bridge Engineering

A compressive MUSIC spectral approach for identification of closely-spaced structural natural frequencies and post-earthquake damage detection

(2020) Kyriaki Gkoktsi et al.   PROBABILISTIC ENGINEERING MECHANICS

Output-Only Damage Detection of Shear Building Structures Using an Autoregressive Model-Enhanced Optimal Subpattern Assignment Metric

(2020) Liu Mei et al.   SENSORS

Data-Driven Structural Health Monitoring and Damage Detection through Deep Learning: State-of-the-Art Review

(2020) Mohsen Azimi et al.   SENSORS

Vibration signal denoising for structural health monitoring by residual convolutional neural networks

(2020) Gao Fan et al.   MEASUREMENT

Frequency domain CNN and dissipated energy approach for damage detection in building structures

(2020) Mario Lopez-Pacheco et al.   SOFT COMPUTING

Structural damage detection under multiple stiffness and mass changes using time series models and adaptive zero‐phase component analysis

(2020) Ngoan T. Do et al.   Structural Control & Health Monitoring

Vibration-based damage detection for bridges by deep convolutional denoising autoencoder

(2020) Zhiqiang Shang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Supervised damage and deterioration detection in building structures using an enhanced autoregressive time-series approach

(2020) Vahid Reza Gharehbaghi et al.   Journal of Building Engineering

Location of Multiple Damage Types in a Truss-Type Structure Using Multiple Signal Classification Method and Vibration Signals

(2020) Carlos A. Perez-Ramirez et al.   Mathematics

Early damage assessment in large-scale structures by innovative statistical pattern recognition methods based on time series modeling and novelty detection

(2020) Alireza Entezami et al.   ADVANCES IN ENGINEERING SOFTWARE

Anisotropy compensated MUSIC algorithm based composite structure damage imaging method

(2019) Qiao Bao et al.   COMPOSITE STRUCTURES

Substructural damage detection in shear structures via ARMAX model and optimal subpattern assignment distance

(2019) Liu Mei et al.   ENGINEERING STRUCTURES

Non-probabilistic method to consider uncertainties in frequency response function for vibration-based damage detection using Artificial Neural Network

(2019) Khairul H. Padil et al.   JOURNAL OF SOUND AND VIBRATION

Damage identification of bridge structure based on frequency domain decomposition and strain mode

(2019) Kun Ma et al.   Journal of Vibroengineering

A new synthesis aperture-MUSIC algorithm for damage diagnosis on complex aircraft structures

(2019) Qiao Bao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage identification for plate-like structures using ultrasonic guided wave based on improved MUSIC method

(2018) Hao Zuo et al.   COMPOSITE STRUCTURES

Structural damage identification based on autoencoder neural networks and deep learning

(2018) Chathurdara Sri Nadith Pathirage et al.   ENGINEERING STRUCTURES

Structural damage identification based on strain frequency response functions

(2018) Fariba Shadan et al.   International Journal of Structural Stability and Dynamics

Time-Frequency-Based Data-Driven Structural Diagnosis and Damage Detection for Cable-Stayed Bridges

(2018) Hong Pan et al.   Journal of Bridge Engineering

Vibration-based damage detection for a population of nominally identical structures: Unsupervised Multiple Model (MM) statistical time series type methods

(2018) K.J. Vamvoudakis-Stefanou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bridge Structure Deformation Prediction Based on GNSS Data Using Kalman-ARIMA-GARCH Model

(2018) Jingzhou Xin et al.   SENSORS

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

(2018) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A transmittance-based methodology for damage detection under uncertainty: An application to a set of composite beams with manufacturing variability subject to impact damage and varying operating conditions

(2018) Aggelos G Poulimenos et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

An improved damage diagnostic technique based on Singular Spectrum Analysis and time series models

(2018) Lakshmi Krishnasamy et al.   Structure and Infrastructure Engineering

Model updating–based damage detection of a concrete beam utilizing experimental damped frequency response functions

(2018) Qianhui Pu et al.   ADVANCES IN STRUCTURAL ENGINEERING

A damage identification technique for beam-like and truss structures based on FRF and Bat Algorithm

(2018) Roumaissa Zenzen et al.   COMPTES RENDUS MECANIQUE

Deep Convolutional Neural Network for Structural Dynamic Response Estimation and System Identification

(2018) Rih-Teng Wu et al.   JOURNAL OF ENGINEERING MECHANICS

Convolutional neural network-based data anomaly detection method using multiple information for structural health monitoring

(2018) Zhiyi Tang et al.   Structural Control & Health Monitoring

A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring

(2018) Haichen Shi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bridge natural frequency estimation by extracting the common vibration component from the responses of two vehicles

(2017) T. Nagayama et al.   ENGINEERING STRUCTURES

Dynamic characteristic of tall industrial chimney estimated from GPS measurement and frequency domain decomposition

(2017) Piotr Górski   ENGINEERING STRUCTURES

Structural Nonlinear Damage Detection Method Using AR/ARCH Model

(2017) J. J. Cheng et al.   International Journal of Structural Stability and Dynamics

Structural Damage Detection Using FRF Data, 2D-PCA, Artificial Neural Networks and Imperialist Competitive Algorithm Simultaneously

(2017) Faramarz Khoshnoudian et al.   International Journal of Structural Stability and Dynamics

A New Damage Index Using FRF Data, 2D-PCA Method and Pattern Recognition Techniques

(2017) F. Khoshnoudian et al.   International Journal of Structural Stability and Dynamics

Experimental strain modal analysis for beam-like structure by using distributed fiber optics and its damage detection

(2017) Liangliang Cheng et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Frequency response function-based model updating using Kriging model

(2017) J.T. Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage detection in shear buildings using different estimated curvature

(2017) Jun-Yang Shi et al.   Structural Control & Health Monitoring

Condition monitoring of railway axles based on low frequency vibrations

(2016) Paweł Rolek et al.   INTERNATIONAL JOURNAL OF FATIGUE

Induction machine bearing faults detection based on a multi-dimensional MUSIC algorithm and maximum likelihood estimation

(2016) Elhoussin Elbouchikhi et al.   ISA TRANSACTIONS

Model Updating of a Concrete Beam with Extensive Distributed Damage Using Experimental Frequency Response Function

(2016) Akbar Esfandiari et al.   Journal of Bridge Engineering

Model updating using correlation analysis of strain frequency response function

(2016) Ning Guo et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Singular spectrum analysis combined with ARMAX model for structural damage detection

(2016) K. Lakshmi et al.   Structural Control & Health Monitoring

Lamb wave-based subwavelength damage imaging using the DORT-MUSIC technique in metallic plates

(2016) Jiaze He et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

An improved CSS for damage detection of truss structures using changes in natural frequencies and mode shapes

(2015) A. Kaveh et al.   ADVANCES IN ENGINEERING SOFTWARE

Statistical Damage Sensitive Feature for Structural Damage Detection Using AR Model Coefficients

(2015) Madhuka Jayawardhana et al.   ADVANCES IN STRUCTURAL ENGINEERING

The Vibration Monitoring Methods and Signal Processing Techniques for Structural Health Monitoring: A Review

(2015) D. Goyal et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Structural identification and damage detection through long-gauge strain measurements

(2015) Jian Zhang et al.   ENGINEERING STRUCTURES

Temperature-based structural health monitoring baseline for long-span bridges

(2015) M.T. Yarnold et al.   ENGINEERING STRUCTURES

Damage identification technique based on time series models for LANL and ASCE benchmark structures

(2015) K Lakshmi et al.   INSIGHT

Fused Empirical Mode Decomposition and MUSIC Algorithms for Detecting Multiple Combined Faults in Induction Motors

(2015) D. Camarena-Martinez et al.   Journal of Applied Research and Technology

Earthquake structural modal estimates of multi-storey frames by a refined Frequency Domain Decomposition algorithm

(2015) Fabio Pioldi et al.   JOURNAL OF VIBRATION AND CONTROL

Structural health monitoring of suspension bridges with features affected by changing wind speed

(2015) Gabriele Comanducci et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A single frequency component-based re-estimated MUSIC algorithm for impact localization on complex composite structures

(2015) Shenfang Yuan et al.   Smart Materials and Structures

Signal Processing Techniques for Vibration-Based Health Monitoring of Smart Structures

(2014) Juan Pablo Amezquita-Sanchez et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Output-Only Identification and Model Updating by Dynamic Testing in Unfavorable Conditions of a Seismically Damaged Building

(2014) Dora Foti et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Identification, Model Updating, and Validation of a Steel Twin Deck Curved Cable-Stayed Footbridge

(2014) Oreste S. Bursi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

On the Probabilistic and Physical Consistency of Traffic Random Variables and Models

(2014) Enrique Castillo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Identification of bridge mode shapes using Short Time Frequency Domain Decomposition of the responses measured in a passing vehicle

(2014) A. Malekjafarian et al.   ENGINEERING STRUCTURES

A robust damage-detection technique with environmental variability combining time-series models with principal components

(2014) K. Lakshmi et al.   Nondestructive Testing and Evaluation

Multiple damage detection on aircraft composite structures using near-field MUSIC algorithm

(2014) Yongteng Zhong et al.   SENSORS AND ACTUATORS A-PHYSICAL

Experiments for seismic damage detection of a RC frame using ambient and forced vibration records

(2014) Jesús Valdés-González et al.   Structural Control & Health Monitoring

Fragility Analysis of Highway Bridges Based on Long-Term Monitoring Data

(2013) Marco Torbol et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Traffic Responsive Control of Intersections with Predicted Arrival Times: A Markovian Approach

(2013) René Haijema et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Two-Step Model Updating Algorithm for Parameter Identification of Linear Elastic Damped Structures

(2013) Antonio Javier García-Palencia et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Wavelet-Based Evolutionary Response of Multispan Structures Including Wave-Passage and Site-Response Effects

(2013) Van-Nguyen Dinh et al.   JOURNAL OF ENGINEERING MECHANICS

Identification of member connectivity and mass changes on a two-storey framed structure using frequency response functions and artificial neural networks

(2013) Ulrike Dackermann et al.   JOURNAL OF SOUND AND VIBRATION

Damage detection by mixed measurements using accelerometers and strain gages

(2013) Eun-Taik Lee et al.   Smart Materials and Structures

Analysis of common-cause and special-cause variation in the deterioration of transportation infrastructure: A field application of statistical process control for structural health monitoring

(2013) Yikai Chen et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Signal Pattern Recognition for Damage Diagnosis in Structures

(2012) Long Qiao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Wireless Sensor Network-Based Structural Health Monitoring System for Highway Bridges

(2012) Xiaoya Hu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

MUSIC-ANN Analysis for Locating Structural Damages in a Truss-Type Structure by Means of Vibrations

(2012) Roque A Osornio-Rios et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Integrated ARMA model method for damage detection of subsea pipeline system

(2012) Chunxiao Bao et al.   ENGINEERING STRUCTURES

Intelligent health monitoring of aerospace composite structures based on dynamic strain measurements

(2012) T.H. Loutas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection

(2012) Yujie Ying et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

High-resolution spectral-analysis for identifying the natural modes of a truss-type structure by means of vibrations

(2012) Juan Pablo Amezquita-Sanchez et al.   JOURNAL OF VIBRATION AND CONTROL

Application of high-resolution spectral analysis for identifying faults in induction motors by means of sound

(2011) Arturo Garcia-Perez et al.   JOURNAL OF VIBRATION AND CONTROL

Explaining operational modal analysis with data from an arch bridge

(2011) Filipe Magalhães et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Identifying damage locations under ambient vibrations utilizing vector autoregressive models and Mahalanobis distances

(2011) A.A. Mosavi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Integration of structural health monitoring and fatigue damage prognosis

(2011) You Ling et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

On-line structural damage localization and quantification using wireless sensors

(2011) Ting-Yu Hsu et al.   Smart Materials and Structures

Fast orthogonal search (FOS) versus fast Fourier transform (FFT) as spectral model estimations techniques applied for structural health monitoring (SHM)

(2011) Ahmed El-Shafie et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

ARX residuals in damage detection

(2011) Dionisio Bernal et al.   Structural Control & Health Monitoring

A substructure approach to local damage detection of shear structure

(2011) Zhenhua Xing et al.   Structural Control & Health Monitoring

Finite Element Model Updating Using Frequency Response Function of Incomplete Strain Data

(2010) Akabr Esfandiari et al.   AIAA JOURNAL

Influence of the Autoregressive Model Order on Damage Detection

(2010) Eloi Figueiredo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Methodologies for model-free data interpretation of civil engineering structures

(2010) Daniele Posenato et al.   COMPUTERS & STRUCTURES

ARX model-based gearbox fault detection and localization under varying load conditions

(2010) Ming Yang et al.   JOURNAL OF SOUND AND VIBRATION

Structural health monitoring and damage assessment using a novel time series analysis methodology with sensor clustering

(2010) Mustafa Gul et al.   JOURNAL OF SOUND AND VIBRATION

RETRACTED: A case study of damage detection in benchmark buildings using a Hilbert-Huang Transform-based method

(2010) Jhy-Pyng Tang et al.   JOURNAL OF VIBRATION AND CONTROL

Damage classification and estimation in experimental structures using time series analysis and pattern recognition

(2010) Oliver R. de Lautour et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Reliability analysis and damage detection in high-speed naval craft based on structural health monitoring data

(2010) Nader M Okasha et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Time-varying system identification using a newly improved HHT algorithm

(2009) Chunxiao Bao et al.   COMPUTERS & STRUCTURES

Binaural Localization Based on Weighted Wiener Gain Improved by Incremental Source Attenuation

(2009) Yoshifumi Nagata et al.   IEEE Transactions on Audio Speech and Language Processing

Damage diagnosis under environmental and operational variations using unsupervised support vector machine

(2009) Chang Kook Oh et al.   JOURNAL OF SOUND AND VIBRATION

Statistical pattern recognition for Structural Health Monitoring using time series modeling: Theory and experimental verifications

(2009) Mustafa Gul et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Hypersensitivity of strain-based indicators for structural damage identification: A review

(2009) Y.Y. Li   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Localized Damage Detection of Structures Subject to Multiple Ambient Excitations Using Two Distance Measures for Autoregressive Models

(2009) Haitao Zheng et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Development and validation of a strain-based Structural Health Monitoring system

(2008) Ch.E. Katsikeros et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Frequency response function shape-based methods for structural damage localisation

(2008) X. Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Strain-based Structural Health Monitoring of Complex Composite Structures

(2008) Ajay Kesavan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

ARMA modelled time-series classification for structural health monitoring of civil infrastructure

(2007) E. Peter Carden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage indicator defined as the distance between ARMA models for structural health monitoring

(2007) Haitao Zheng et al.   Structural Control & Health Monitoring