Condition classification of heating systems valves based on acoustic features and machine learning

Gaussian Mixture Model Based Classification Revisited: Application to the Bearing Fault Classification

(2020) Branislav Panić et al.   STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING

Psychoacoustic approach for cavitation detection in centrifugal pumps

(2020) Jure Murovec et al.   APPLIED ACOUSTICS

Validation of artificial neural networks to model the acoustic behaviour of induction motors

(2020) F.J. Jiménez-Romero et al.   APPLIED ACOUSTICS

Modifying the Hilbert-Huang transform using the nonlinear entropy-based features for early fault detection of ball bearings

(2019) Mohammad Sadegh Hoseinzadeh et al.   APPLIED ACOUSTICS

Investigation of acoustic and visual features for acoustic scene classification

(2019) Jie Xie et al.   EXPERT SYSTEMS WITH APPLICATIONS

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

(2019) Amalia Luque et al.   PATTERN RECOGNITION

Use of energy-equivalent sound pressure levels and percentile level differences to assess the impact of speech on cognitive performance and annoyance perception

(2019) Tobias Renz et al.   APPLIED ACOUSTICS

Trends in audio signal feature extraction methods

(2019) Garima Sharma et al.   APPLIED ACOUSTICS

Performance analysis of multiple aggregated acoustic features for environment sound classification

(2019) Yu Su et al.   APPLIED ACOUSTICS

Acoustic scene classification using deep CNN with fine-resolution feature

(2019) Tao Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Acoustic based fault diagnosis of three-phase induction motor

(2018) Adam Glowacz   APPLIED ACOUSTICS

Development and trend of condition monitoring and fault diagnosis of multi-sensors information fusion for rolling bearings: a review

(2018) Zhihe Duan et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A novel sound-based belt condition monitoring method for robotic grinding using optimally pruned extreme learning machine

(2018) Xiaoqiang Zhang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

(2018) Eric Schulz et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

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

(2018) Adam Glowacz   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Semi-supervised vibration-based classification and condition monitoring of compressors

(2017) Primož Potočnik et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Excavation equipment classification based on improved MFCC features and ELM

(2017) Jiuwen Cao et al.   NEUROCOMPUTING

Combining visual and acoustic features for audio classification tasks

(2017) L. Nanni et al.   PATTERN RECOGNITION LETTERS

Automatic Recognition of Machinery Noise in the Working Environment

(2015) Primož Lipar et al.   STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING

Chatter detection in band sawing based on discriminant analysis of sound features

(2013) Tilen Thaler et al.   APPLIED ACOUSTICS

Feature subset selection wrapper based on mutual information and rough sets

(2011) Sombut Foithong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Natural computing for mechanical systems research: A tutorial overview

(2010) Keith Worden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Spectral entropy: A complementary index for rolling element bearing performance degradation assessment

(2008) Y N Pan et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE