CNN-LSTM network-based damage detection approach for copper pipeline using laser ultrasonic scanning

Sequence-based modeling of deep learning with LSTM and GRU networks for structural damage detection of floating offshore wind turbine blades

(2021) Do-Eun Choe et al.   RENEWABLE ENERGY

Filament-wound composite pressure vessel inspection based on rotational through-transmission laser ultrasonic propagation imaging

(2020) Young-Jun Lee et al.   COMPOSITE STRUCTURES

Noncontact super-resolution guided wave array imaging of subwavelength defects using a multiscale deep learning approach

(2020) Homin Song et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model

(2020) Baoxuan Zhao et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Bearing performance degradation assessment using long short-term memory recurrent network

(2019) Bin Zhang et al.   COMPUTERS IN INDUSTRY

Quality assessment and deviation analysis of three-dimensional geometrical characterization of a metal pipeline by pulse-echo ultrasonic and laser scanning techniques

(2019) Bruno Silva Marció et al.   MEASUREMENT

Improved Damage Localization and Quantification of CFRP Using Lamb Waves and Convolution Neural Network

(2019) Chenhui Su et al.   IEEE SENSORS JOURNAL

Liquid level detection in porcelain bushing type terminals using piezoelectric transducers based on auto-encoder networks

(2019) Xiaobin Hong et al.   MEASUREMENT

Structural Damage Detection using Deep Convolutional Neural Network and Transfer Learning

(2019) Chuncheng Feng et al.   KSCE Journal of Civil Engineering

Guided Wave-Convolutional Neural Network Based Fatigue Crack Diagnosis of Aircraft Structures

(2019) Xu et al.   SENSORS

Deep learning based crack damage detection technique for thin plate structures using guided lamb wave signals

(2019) Heng Liu et al.   Smart Materials and Structures

Baseline-free guided wave damage detection with surrogate data and dictionary learning

(2018) K. Supreet Alguri et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Impact induced damage assessment by means of Lamb wave image processing

(2018) Pawel Kudela et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Quantitative evaluation of surface crack depth with a scanning laser source based on particle swarm optimization-neural network

(2018) Kesi Li et al.   NDT & E INTERNATIONAL

Impact damage visualization in a honeycomb composite panel through laser inspection using zero-lag cross-correlation imaging condition

(2018) Donato Girolamo et al.   ULTRASONICS

Microcrack healing in non-ferrous metal tubes through eddy current pulse treatment

(2018) Wenchen Xu et al.   Scientific Reports

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Nonlinear Ultrasonic Detection Method for Delamination Damage of Lined Anti-Corrosion Pipes Using PZT Transducers

(2018) Xiaobin Hong et al.   Applied Sciences-Basel

Non-Contact Ultrasonic Inspection of Impact Damage in Composite Laminates by Visualization of Lamb wave Propagation

(2018) Nobuyuki Toyama et al.   Applied Sciences-Basel

Measurement of Interfacial Fracture Toughness of Surface Coatings Using Pulsed-Laser-Induced Ultrasonic Waves

(2017) Yousuke Watanabe et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Simulation of Laser Ultrasonics for Detection of Surface-Connected Rail Defects

(2017) Zhong Yunjie et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

High-speed non-contact defect imaging for a plate-like structure

(2017) Takahiro Hayashi   NDT & E INTERNATIONAL

Imaging defects in a plate with complex geometries

(2016) Takahiro Hayashi   APPLIED PHYSICS LETTERS

A study on axial cracking failure of drill pipe body

(2016) Yonggang Liu et al.   ENGINEERING FAILURE ANALYSIS

Flexible decision support system for ultrasound evaluation of fiber–metal laminates implemented in a DSP

(2016) E.F. Simas Filho et al.   NDT & E INTERNATIONAL

Detection of surface defects for longitudinal acoustic waves by a laser ultrasonic imaging technique

(2016) Wei Zeng et al.   OPTIK

A Visualization Method for Corrosion Damage on Aluminum Plates Using an Nd:YAG Pulsed Laser Scanning System

(2016) Inbok Lee et al.   SENSORS

Development of a long-range multi-area scanning ultrasonic propagation imaging system built into a hangar and its application on an actual aircraft

(2016) Hye-Jin Shin et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Numerical simulation of damage detection using laser-generated ultrasound

(2016) Peipei Liu et al.   ULTRASONICS

Investigation of Ultrasonic Guided Waves Interacting With Piezoelectric Transducers

(2015) Sina Fateri et al.   IEEE SENSORS JOURNAL

Application of laser ultrasound imaging technology in the frequency domain based on Wigner–Ville algorithm for detecting defect

(2015) Wei Zeng et al.   OPTICS AND LASER TECHNOLOGY

Baseline-free damage visualization using noncontact laser nonlinear ultrasonics and state space geometrical changes

(2015) Peipei Liu et al.   Smart Materials and Structures

Visualization of hidden delamination and debonding in composites through noncontact laser ultrasonic scanning

(2014) Byeongjin Park et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Imaging Defects in a Plate with Full Non-Contact Scanning Laser Source Technique

(2014) Takahiro Hayashi et al.   MATERIALS TRANSACTIONS