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

Monitoring of bolt looseness using piezoelectric transducers: Three-dimensional numerical modeling with experimental verification

(2020) Ning Li et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

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

(2020) Furui Wang et al.   NONLINEAR DYNAMICS

1D-CADCapsNet: One dimensional deep capsule networks for coronary artery disease detection using ECG signals

(2020) Ertan Butun et al.   Physica Medica-European Journal of Medical Physics

Data-Driven Structural Health Monitoring and Damage Detection through Deep Learning: State-of-the-Art Review

(2020) Mohsen Azimi et al.   SENSORS

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

Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network

(2020) Dan Li 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

Looseness detection in cup-lock scaffolds using percussion-based method

(2020) Furui Wang et al.   AUTOMATION IN CONSTRUCTION

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

Smart crawfish: A concept of underwater multi-bolt looseness identification using entropy-enhanced active sensing and ensemble learning

(2020) Furui Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification

(2019) Kaiqiang Zhu et al.   Remote Sensing

Equivalence between dropout and data augmentation: A mathematical check

(2019) Dazhi Zhao et al.   NEURAL NETWORKS

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Bolt loosening detection based on audio classification

(2019) Yang Zhang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Continuous sign language recognition from wearable IMUs using deep capsule networks and game theory

(2019) Karush Suri et al.   COMPUTERS & ELECTRICAL ENGINEERING

Bolt early looseness monitoring using modified vibro-acoustic modulation by time-reversal

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

Monitoring of early looseness of multi-bolt connection: a new entropy-based active sensing method without saturation

(2019) Furui Wang et al.   Smart Materials and Structures

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

New entropy-based vibro-acoustic modulation method for metal fatigue crack detection: An exploratory study

(2019) Ning Li et al.   MEASUREMENT

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

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Image Registration-Based Bolt Loosening Detection of Steel Joints

(2018) et al.   SENSORS

Tapping and listening: a new approach to bolt looseness monitoring

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

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

(2018) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Fully automated vision-based loosened bolt detection using the Viola–Jones algorithm

(2018) Lovedeep Ramana et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A Novel Fractal Contact-Electromechanical Impedance Model for Quantitative Monitoring of Bolted Joint Looseness

(2018) Furui Wang et al.   IEEE Access

Fault diagnosis of single-phase induction motor based on acoustic signals

(2018) Adam Glowacz   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring

(2018) Osama Abdeljaber et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

A piezoelectric active sensing method for quantitative monitoring of bolt loosening using energy dissipation caused by tangential damping based on the fractal contact theory

(2017) Furui Wang et al.   Smart Materials and Structures

A fractal contact theory based model for bolted connection looseness monitoring using piezoceramic transducers

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

Deep learning

(2015) Yann LeCun et al.   NATURE