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

Crack detection of concrete structures using deep convolutional neural networks optimized by enhanced chicken swarm algorithm

(2022) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Multi-bolt looseness state monitoring using the recursive analytic based active sensing technique

(2022) Jian Jiang et al.   MEASUREMENT

A Multi-Level Damage Classification Technique of Aircraft Plate Structures Using Lamb Wave-Based Deep Transfer Learning Network

(2022) Weihan Shao et al.   Smart Materials and Structures

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

A novel vibro-acoustic fault diagnosis method of rolling bearings via entropy-weighted nuisance attribute projection and orthogonal locality preserving projections under various operating conditions

(2022) Di Yang et al.   APPLIED ACOUSTICS

An Intelligent Fault Diagnosis Method of Rolling Bearings via Variational Mode Decomposition and Common Spatial Pattern-Based Feature Extraction

(2022) Zhaolun Li et al.   IEEE SENSORS JOURNAL

Bolt looseness monitoring based on damping measurement by using a quantitative electro-mechanical impedance method

(2022) Hao Qiu et al.   Smart Materials and Structures

Impedance‐based looseness detection of bolted joints using artificial neural network: An experimental study

(2022) Umakanta Meher et al.   Structural Control & Health Monitoring

Vision-based concrete crack detection using a hybrid framework considering noise effect

(2022) Yang Yu et al.   Journal of Building Engineering

EMI-GCN: a hybrid model for real-time monitoring of multiple bolt looseness using electromechanical impedance and graph convolutional networks

(2021) Lu Zhou et al.   Smart Materials and Structures

Sounds and acoustic emission-based early fault diagnosis of induction motor: A review study

(2021) Omar AlShorman et al.   Advances in Mechanical Engineering

A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems

(2021) Ting Huang et al.   ARTIFICIAL INTELLIGENCE REVIEW

Vision-based autonomous bolt-looseness detection method for splice connections: Design, lab-scale evaluation, and field application

(2021) Thanh-Canh Huynh   AUTOMATION IN CONSTRUCTION

Rolling bearing fault diagnosis utilizing variational mode decomposition based fractal dimension estimation method

(2021) Yunqiang Zhang et al.   MEASUREMENT

Structural damage monitoring for metallic panels based on acoustic emission and adaptive improvement variational mode decomposition–wavelet packet transform

(2021) Yang Li et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Novel instrument for inspecting rock bolt integrity using ultrasonic guided waves

(2021) Tadeusz Stepinski   MEASUREMENT

A novel feature adaptive extraction method based on deep learning for bearing fault diagnosis

(2021) Tian Zhang et al.   MEASUREMENT

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

(2021) Furui Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

(2021) Xiao Bai et al.   PATTERN RECOGNITION

Percussion‐based bolt looseness identification using vibration‐guided sound reconstruction

(2021) Ying Zhou et al.   Structural Control & Health Monitoring

A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security

(2021) Lingling Lv et al.   IEEE Transactions on Industrial Informatics

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

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

Bolt-Loosening Monitoring Framework Using an Image-Based Deep Learning and Graphical Model

(2020) Hai Chien Pham et al.   SENSORS

Monitoring the looseness of a bolt through laser ultrasonic

(2020) Yang Zhou et al.   Smart Materials and Structures

Review on the new development of vibration-based damage identification for civil engineering structures: 2010–2019

(2020) Rongrong Hou et al.   JOURNAL OF SOUND AND VIBRATION

An integrated method based on hybrid grey wolf optimizer improved variational mode decomposition and deep neural network for fault diagnosis of rolling bearing

(2020) Jingbo Gai et al.   MEASUREMENT

A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

(2020) Onur Avci et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An improved grey wolf optimizer for solving engineering problems

(2020) Mohammad H. Nadimi-Shahraki et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Modified Time Reversal Method for Guided Wave Based Bolt Loosening Monitoring in a Lap Joint

(2019) Chao Xu et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

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

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

A nonlinear ultrasonic method for real-time bolt looseness monitoring using PZT transducer–enabled vibro-acoustic modulation

(2019) Nan Zhao et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

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

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

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Tapping and listening: a new approach to bolt looseness monitoring

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

An improved hybrid grey wolf optimization algorithm

(2018) Zhi-jun Teng et al.   SOFT COMPUTING

Health Degradation Monitoring and Early Fault Diagnosis of a Rolling Bearing Based on CEEMDAN and Improved MMSE

(2018) Yong Lv et al.   Materials

Adaptive Local Iterative Filtering: A Promising Technique for the Analysis of Nonstationary Signals

(2018) M. Piersanti et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS

Gearbox fault diagnosis using acoustic signals, continuous wavelet transform and adaptive neuro-fuzzy inference system

(2018) Anand Parey et al.   APPLIED ACOUSTICS

Real time bolt preload monitoring using piezoceramic transducers and time reversal technique—a numerical study with experimental verification

(2016) Seyed Mohammad Parvasi et al.   Smart Materials and Structures