A comprehensive review of loosening detection methods for threaded fasteners

J Huang, J Liu, H Gong, X Deng - Mechanical Systems and Signal …, 2022 - Elsevier
Loosening of threaded fasteners can cause preload decline, induce bolt fatigue fracture, and
severely compromise the reliability of mechanical products. Loosening detection is an …

Monitoring of multi-bolt connection looseness using entropy-based active sensing and genetic algorithm-based least square support vector machine

F Wang, Z Chen, G Song - Mechanical Systems and Signal Processing, 2020 - Elsevier
Looseness detection of bolted connections is an essential industrial issue that can reduce
the maintenance and repair costs caused by joint failures; however, current loosening …

A novel percussion-based method for multi-bolt looseness detection using one-dimensional memory augmented convolutional long short-term memory networks

F Wang, G Song - Mechanical Systems and Signal Processing, 2021 - Elsevier
In the past decade, bolt looseness detection has attracted much attention. Compared to
common approaches that require the implementation of constant-contact sensors, several …

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

F Wang, SCM Ho, G Song - Mechanical Systems and Signal Processing, 2019 - Elsevier
Bolted joints are fundamental building blocks and have been widely used to hold multiple
structural components together, while their looseness may lead to costly disasters in …

High resolution bolt pre-load looseness monitoring using coda wave interferometry

D Chen, L Huo, G Song - Structural health monitoring, 2022 - journals.sagepub.com
This paper proposes a new concept, named the Detectable Resolution of Bolt Pre-load
(DRBP), by using the coda wave interferometry (CWI) to quantitatively measure the pre-load …

[HTML][HTML] Loosening identification of multi-bolt connections based on wavelet transform and ResNet-50 convolutional neural network

XX Li, D Li, WX Ren, JS Zhang - Sensors, 2022 - mdpi.com
A high-strength bolt connection is the key component of large-scale steel structures. Bolt
loosening and preload loss during operation can reduce the load-carrying capacity, safety …

Quantitative loosening detection of threaded fasteners using vision-based deep learning and geometric imaging theory

H Gong, X Deng, J Liu, J Huang - Automation in Construction, 2022 - Elsevier
With the development of signal processing and deep learning, vision-based methods for
loosening detection have progressed in recent years. However, existing visual inspection …

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

F Wang, G Song - Nonlinear Dynamics, 2020 - Springer
Bolted connections are prone to losing their preloads with the increasing service life, thus
inducing engineering accidents and economic losses in industries. Therefore, it is important …

Electromechanical coupling modeling and motor current signature analysis of bolt loosening of industrial robot joint

K Xu, X Wu, D Wang, X Liu - Mechanical Systems and Signal Processing, 2023 - Elsevier
Since loosening of the bolt connection reduce the stability and working accuracy of industrial
robot joint, developing and applying new detection methods to provide effective and reliable …

Bolt-looseness detection by a new percussion-based method using multifractal analysis and gradient boosting decision tree

F Wang, G Song - Structural Health Monitoring, 2020 - journals.sagepub.com
Among various building blocks, bolted connections are the most widely used components,
which can be employed to hold the integrity of entire structures. Looseness detection of …