4.7 Article

Perception modelling by invariant representation of deep learning for automated structural diagnostic in aircraft maintenance: A study case using DeepSHM

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Multidisciplinary

Detecting structural damage under unknown seismic excitation by deep convolutional neural network with wavelet-based transmissibility data

Ying Lei et al.

Summary: This article proposes a deep learning-based approach for structural damage detection under unknown seismic excitations, utilizing wavelet transform to eliminate the influence of different seismic excitations, and validating the performance through numerical simulation and experimental tests.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2021)

Article Engineering, Mechanical

Damage localization in plate-like structures using time-varying feature and one-dimensional convolutional neural network

Shengyuan Zhang et al.

Summary: This study presents a novel Lamb wave-based damage detection and localization method, achieved accurate damage localization through time-varying damage index feature and one-dimensional convolutional neural network. The proposed method performs well in various scenarios without the need for a large-scale actuator-sensor network.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2021)

Article Engineering, Multidisciplinary

Compressive-sensing data reconstruction for structural health monitoring: a machine-learning approach

Yuequan Bao et al.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2020)

Article Multidisciplinary Sciences

Training deep quantum neural networks

Kerstin Beer et al.

NATURE COMMUNICATIONS (2020)

Article Engineering, Mechanical

Damage Localization in Pressure Vessel by Guided Waves Based on Convolution Neural Network Approach

Chaojie Hu et al.

JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME (2020)

Article Engineering, Mechanical

On the application of domain adaptation in structural health monitoring

P. Gardner et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)

Article Computer Science, Artificial Intelligence

Multi-agent behavioral control system using deep reinforcement learning

Ngoc Duy Nguyen et al.

NEUROCOMPUTING (2019)

Article Geochemistry & Geophysics

Deep Learning for Hyperspectral Image Classification: An Overview

Shutao Li et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Engineering, Mechanical

A generalizable deep learning framework for localizing and characterizing acoustic emission sources in riveted metallic panels

Arvin Ebrahimkhanlou et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2019)

Article Engineering, Mechanical

Probabilistic active learning: An online framework for structural health monitoring

L. A. Bull et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2019)

Article Geography, Physical

A new deep convolutional neural network for fast hyperspectral image classification

M. E. Paoletti et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Automation & Control Systems

Steel surface defect classification using multiple hyper-spheres support vector machine with additional information

Rongfen Gong et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2018)

Article Neurosciences

A fast, invariant representation for human action in the visual system

Leyla Isik et al.

JOURNAL OF NEUROPHYSIOLOGY (2018)

Article Engineering, Civil

CRACK DETECTION IN HISTORICAL STRUCTURES BASED ON CONVOLUTIONAL NEURAL NETWORK

Krisada Chaiyasarn et al.

INTERNATIONAL JOURNAL OF GEOMATE (2018)

Proceedings Paper Physics, Applied

Advanced Methods in NDE using Machine Learning Approaches

Christian Wunderlich et al.

44TH ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOL 37 (2018)

Article Neurosciences

The Synaptic Theory of Memory: A Historical Survey and Reconciliation of Recent Opposition

Jesse J. Langille et al.

FRONTIERS IN SYSTEMS NEUROSCIENCE (2018)

Proceedings Paper Instruments & Instrumentation

Application of Deep Learning in Infrared Non-Destructive Testing

Bardia Yousefi et al.

14TH QUANTITATIVE INFRARED THERMOGRAPHY CONFERENCE (2018)

Article Engineering, Aerospace

Transducer Placement Option of Lamb Wave SHM System for Hotspot Damage Monitoring

Vincentius Ewald et al.

AEROSPACE (2018)

Article Engineering, Multidisciplinary

Integration of Non-Destructive Evaluation-based Ultrasonic Simulation: A means for simulation in structural health monitoring

Christian Boller et al.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2017)

Article Computer Science, Artificial Intelligence

Echo State Property of Deep Reservoir Computing Networks

Claudio Gallicchio et al.

COGNITIVE COMPUTATION (2017)

Proceedings Paper Mathematics, Applied

Time-Frequency Representations as Phase Space Reconstruction in Symbolic Recurrence Structure Analysis

Mariia Fedotenkova et al.

ADVANCES IN TIME SERIES ANALYSIS AND FORECASTING (2017)

Article Computer Science, Interdisciplinary Applications

Deep Learning-Based Crack Damage Detection Using Convolutional Neural Networks

Young-Jin Cha et al.

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2017)

Proceedings Paper Computer Science, Interdisciplinary Applications

Enhanced LSTM for Natural Language Inference

Qian Chen et al.

PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1 (2017)

Article Engineering, Industrial

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection

Daniel Weimer et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2016)

Article Computer Science, Hardware & Architecture

Sample Compression Schemes for VC Classes

Shay Moran et al.

JOURNAL OF THE ACM (2016)

Review Computer Science, Artificial Intelligence

Deep learning in neural networks: An overview

Juergen Schmidhuber

NEURAL NETWORKS (2015)

Proceedings Paper Engineering, Electrical & Electronic

Ultrasonic Flaw Detection using Support Vector Machine Classification

Kushal Virupakshappa et al.

2015 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS) (2015)

Article Engineering, Multidisciplinary

Numerical analysis of Lamb waves using the finite and spectral cell methods

S. Duczek et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2014)

Article Materials Science, Characterization & Testing

Support vector machines based defect recognition in SonicIR using 2D heat diffusion features

Zhi Zeng et al.

NDT & E INTERNATIONAL (2012)

Proceedings Paper Automation & Control Systems

Study on Single Mode Lamb Wave Interaction with Defect of Plate by Finite Element Model

Hanhui Xu et al.

CEIS 2011 (2011)

Article Engineering, Electrical & Electronic

Adaptive predistortions based on neural networks associated with Levenberg-Marquardt algorithm for satellite down links

Rafik Zayani et al.

EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2008)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Acoustics

Generation and detection of guided waves using PZT wafer transducers

JH Nieuwenhuis et al.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL (2005)

Article Acoustics

Time-frequency representations of Lamb waves

M Niethammer et al.

JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA (2001)