An innovative deep neural network–based approach for internal cavity detection of timber columns using percussion sound

Timber moisture detection using wavelet packet decomposition and convolutional neural network

(2021) Cheng Yuan et al.   Smart Materials and Structures

Damage detection for wind turbine rotor blades using airborne sound

(2020) Thomas Krause et al.   Structural Control & Health Monitoring

A sound monitoring system for prevention of underground pipeline damage caused by construction

(2020) Zelong Liu et al.   AUTOMATION IN CONSTRUCTION

Imaging wood defects using air coupled ferroelectret ultrasonic transducers in reflection mode

(2020) Konrad J. Vössing et al.   CONSTRUCTION AND BUILDING MATERIALS

A Dynamic Bayesian Network framework for spatial deterioration modelling and reliability updating of timber structures subjected to decay

(2020) Thanh-Binh Tran et al.   ENGINEERING STRUCTURES

Detection of sand deposition in pipeline using percussion, voice recognition, and support vector machine

(2020) Hao Cheng et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Looseness detection in cup-lock scaffolds using percussion-based method

(2020) Furui Wang et al.   AUTOMATION IN CONSTRUCTION

Deep learning–based autonomous concrete crack evaluation through hybrid image scanning

(2019) Keunyoung Jang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Bolt loosening detection based on audio classification

(2019) Yang Zhang et al.   ADVANCES IN STRUCTURAL ENGINEERING

A vision-based method for crack detection in gusset plate welded joints of steel bridges using deep convolutional neural networks

(2019) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Monitor concrete moisture level using percussion and machine learning

(2019) Liqiong Zheng et al.   CONSTRUCTION AND BUILDING MATERIALS

Procedure for parameter identification and mechanical properties assessment of CLT connections

(2019) Jixing Cao et al.   ENGINEERING STRUCTURES

Three-dimensional stress wave imaging of wood internal defects using TKriging method

(2018) Xiaochen Du et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Nondestructive assessment and imaging methods for internal inspection of timber. A review.

(2018) Konrad J. Vössing et al.   HOLZFORSCHUNG

Tapping and listening: a new approach to bolt looseness monitoring

(2018) Qingzhao Kong et al.   Smart Materials and Structures

Convolutional neural networks for automated damage recognition and damage type identification

(2018) Ceena Modarres et al.   Structural Control & Health Monitoring

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

Structural failure in large-span timber structures: A comprehensive analysis of 230 cases

(2018) Philipp Dietsch et al.   STRUCTURAL SAFETY

Damage Classification for Masonry Historic Structures Using Convolutional Neural Networks Based on Still Images

(2018) Niannian Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Cepstrum-based damage identification in structures with progressive damage

(2018) Ulrike Dackermann et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Damage imaging in composites using nonlinear vibro-acoustic wave modulations

(2017) L. Pieczonka et al.   Structural Control & Health Monitoring

Damage detection of concrete piles subject to typical damage types based on stress wave measurement using embedded smart aggregates transducers

(2016) Qian Feng et al.   MEASUREMENT

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Impact-acoustic evaluation method for rubber–steel composites: Part I. Relevant diagnostic concepts

(2015) Gheorghe Bunget et al.   APPLIED ACOUSTICS

Application of imaging techniques for detection of defects, damage and decay in timber structures on-site

(2015) Mariapaola Riggio et al.   CONSTRUCTION AND BUILDING MATERIALS

The effect of modelling acoustic media in cavities of lightweight buildings on the transmission of structural vibrations

(2015) O. Flodén et al.   ENGINEERING STRUCTURES

Damage detection in composite under in-plane load using tap test

(2015) Sung Joon Kim   Journal of Mechanical Science and Technology

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

Guided wave–based condition assessment of in situ timber utility poles using machine learning algorithms

(2014) Ulrike Dackermann et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

In situ assessment of structural timber using stress-wave measurements

(2013) Ulrike Dackermann et al.   MATERIALS AND STRUCTURES

Structural Classification Methods Based on Weighted Finite-State Transducers for Automatic Speech Recognition

(2012) Yotaro Kubo et al.   IEEE Transactions on Audio Speech and Language Processing

An automatic impact-based delamination detection system for concrete bridge decks

(2011) Gang Zhang et al.   NDT & E INTERNATIONAL