Clustering acoustic emission data streams with sequentially appearing clusters using mixture models

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

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

Analysis of a Generalized Expectation-Maximization Algorithm for Gaussian Mixture Models: A Control Systems Perspective

(2021) Sarthak Chatterjee et al.   INTERNATIONAL JOURNAL OF CONTROL

Learning the representation of raw acoustic emission signals by direct generative modelling and its use in chronology-based clusters identification

(2020) Emmanuel Ramasso et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Acoustic emission analysis using Bayesian model selection for damage characterization in ceramic matrix composites

(2020) Takayuki Shiraiwa et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Space–time series clustering: Algorithms, taxonomy, and case study on urban smart cities

(2020) Asma Belhadi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An overview of acoustic emission inspection and monitoring technology in the key components of renewable energy systems

(2020) Yunze He et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Tool wear evaluation under minimum quantity lubrication by clustering energy of acoustic emission burst signals

(2019) Chengdong Wang et al.   MEASUREMENT

Acoustic emission Bayesian source location: Onset time challenge

(2019) Ramin Madarshahian et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Machine learning based crack mode classification from unlabeled acoustic emission waveform features

(2019) Avik Kumar Das et al.   CEMENT AND CONCRETE RESEARCH

Detection of sub-surface damage in wind turbine bearings using acoustic emissions and probabilistic modelling

(2019) R. Fuentes et al.   RENEWABLE ENERGY

Cluster analysis of acoustic emission signals and deformation measurement for delaminated glass fiber epoxy composites

(2018) Wei Zhou et al.   COMPOSITE STRUCTURES

Using acoustic emission signal categorization for reconstruction of wear development timeline in tribosystems: Case studies and application examples

(2018) I.A. Rastegaev et al.   WEAR

Continuous monitoring of tightening condition of single-lap bolted composite joints using intrinsic mode functions of acoustic emission signals: a proof-of-concept study

(2018) Zhen Zhang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Optimization of acoustic emission parameters to discriminate failure modes in glass–epoxy composite laminates using pattern recognition

(2018) Suresh Kumar Chelliah et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Online feature learning for condition monitoring of rotating machinery

(2017) S. Martin-del-Campo et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Toward identifying crack-length-related resonances in acoustic emission waveforms for structural health monitoring applications

(2017) Md Yeasin Bhuiyan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A mel-frequency cepstral coefficient-based approach for surface roughness diagnosis in hard turning using acoustic signals and gaussian mixture models

(2016) Edielson P. Frigieri et al.   APPLIED ACOUSTICS

Mechanical behaviour and damage mechanisms analysis of a flax-fibre reinforced composite by acoustic emission

(2016) Arthur Monti et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

A signal processing approach for enhanced Acoustic Emission data analysis in high activity systems: Application to organic matrix composites

(2016) M. Kharrat et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Unsupervised learning for classification of acoustic emission events from tensile and bending experiments with open-hole carbon fiber composite samples

(2015) Hisham A. Sawan et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Unsupervised Consensus Clustering of Acoustic Emission Time-Series for Robust Damage Sequence Estimation in Composites

(2015) Emmanuel Ramasso et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

On the applicability of acoustic emission to identify modes of damage in full-scale composite fuselage structures

(2015) Jonathan Awerbuch et al.   JOURNAL OF COMPOSITE MATERIALS

Wavelet packet transform for detection of single events in acoustic emission signals

(2015) Davide Bianchi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer–composite materials

(2015) D.D. Doan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wavelet based approach to signal activity detection and phase picking: Application to acoustic emission

(2015) E. Pomponi et al.   SIGNAL PROCESSING

Pattern recognition approach to identify natural clusters of acoustic emission signals

(2011) M.G.R. Sause et al.   PATTERN RECOGNITION LETTERS

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Combining Mixture Components for Clustering

(2010) Jean-Patrick Baudry et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Feature extraction and selection from acoustic emission signals with an application in grinding wheel condition monitoring

(2009) T. Warren Liao   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE