An efficient robotic-assisted bolt-ball joint looseness monitoring approach using CBAM-enhanced lightweight ResNet

ResNet-integrated very early bolt looseness monitoring based on intrinsic feature extraction of percussion sounds

(2023) Rui Yuan et al.   Smart Materials and Structures

A novel damage index integrating piezoelectric impedance and ultrasonic guided wave for damage monitoring of bolted joints

(2023) Weilin Liao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A CNN-Transformer Network Combining CBAM for Change Detection in High-Resolution Remote Sensing Images

(2023) Mengmeng Yin et al.   Remote Sensing

Preload measurement of steel-to-timber bolted joint using piezoceramic-based electromechanical impedance method

(2022) Lin Chen et al.   MEASUREMENT

Vibration-Based Loosening Detection of a Multi-Bolt Structure Using Machine Learning Algorithms

(2022) Oybek Eraliev et al.   SENSORS

A two-step computer vision-based framework for bolt loosening detection and its implementation on a smartphone application

(2022) Yanzhi Qi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Looseness monitoring of multiple M1 bolt joints using multivariate intrinsic multiscale entropy analysis and Lorentz signal-enhanced piezoelectric active sensing

(2022) Rui Yuan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Robust fault diagnosis of rolling bearing via phase space reconstruction of intrinsic mode functions and neural network under various operating conditions

(2022) Rui Yuan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

The influence of high-strength bolt preload loss on structural mechanical properties

(2022) Qingzhao Kong et al.   ENGINEERING STRUCTURES

Fault diagnosis of planetary gears based on intrinsic feature extraction and deep transfer learning

(2022) Huan Li et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Loosening Identification of Multi-Bolt Connections Based on Wavelet Transform and ResNet-50 Convolutional Neural Network

(2022) Xiao-Xue Li et al.   SENSORS

The classification and localization of crack using lightweight convolutional neural network with CBAM

(2022) Liujie Chen et al.   ENGINEERING STRUCTURES

Intelligent Diagnosis Using Continuous Wavelet Transform and Gauss Convolutional Deep Belief Network

(2022) Huimin Zhao et al.   IEEE TRANSACTIONS ON RELIABILITY

Active Dropblock: Method to Enhance Deep Model Accuracy and Robustness

(2021) Jie Yao et al.   NEUROCOMPUTING

A review on the attention mechanism of deep learning

(2021) Zhaoyang Niu et al.   NEUROCOMPUTING

Quantitative Monitoring of Bolt Looseness Using Multichannel Piezoelectric Active Sensing and CBAM-Based Convolutional Neural Network

(2021) Yixuan Chen et al.   Frontiers in Materials

Automated structural bolt looseness detection using deep learning‐based prediction model

(2021) Cheng Yuan et al.   Structural Control & Health Monitoring

AVNC: Attention-Based VGG-Style Network for COVID-19 Diagnosis by CBAM

(2021) Shui-Hua Wang et al.   IEEE SENSORS JOURNAL

Monitoring of multi-bolt connection looseness using a novel vibro-acoustic method

(2020) Furui Wang et al.   NONLINEAR DYNAMICS

If structure can exclaim: a novel robotic-assisted percussion method for spatial bolt-ball joint looseness detection

(2020) Furui Wang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

Shear loading detection of through bolts in bridge structures using a percussion‐based one‐dimensional memory‐augmented convolutional neural network

(2020) Furui Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

1D-TICapsNet: An audio signal processing algorithm for bolt early looseness detection

(2020) Furui Wang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A new acoustic emission damage localization method using synchrosqueezed wavelet transforms picker and time-order method

(2020) Jingkai Wang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

MADNet: A Fast and Lightweight Network for Single-Image Super Resolution

(2020) Rushi Lan et al.   IEEE Transactions on Cybernetics

Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification

(2020) Junjie Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

(2019) Zifeng Wu et al.   PATTERN RECOGNITION

A transfer convolutional neural network for fault diagnosis based on ResNet-50

(2019) Long Wen et al.   NEURAL COMPUTING & APPLICATIONS

Percussion-based bolt looseness monitoring using intrinsic multiscale entropy analysis and BP neural network

(2019) Rui Yuan et al.   Smart Materials and Structures

Modeling and analysis of an impact-acoustic method for bolt looseness identification

(2019) Furui Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Design of a New Vision-Based Method for the Bolts Looseness Detection in Flange Connections

(2019) Chenyu Wang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Tapping and listening: a new approach to bolt looseness monitoring

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

An Improved ResNet Based on the Adjustable Shortcut Connections

(2018) Baoqi Li et al.   IEEE Access

Impedance based bolt pre-load monitoring using piezoceramic smart washer

(2017) Linsheng Huo et al.   Smart Materials and Structures

Multivariate empirical mode decomposition and its application to fault diagnosis of rolling bearing

(2016) Yong Lv et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples

(2013) Zhipeng Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Proof-of-concept study of monitoring bolt connection status using a piezoelectric based active sensing method

(2013) Tao Wang et al.   Smart Materials and Structures