A novel entropy-based sparsity measure for prognosis of bearing defects and development of a sparsogram to select sensitive filtering band of an axial piston pump

Prediction of wind turbine blade icing fault based on selective deep ensemble model

(2022) Jin Xiao et al.   KNOWLEDGE-BASED SYSTEMS

An ameliorated African vulture optimization algorithm to diagnose the rolling bearing defects

(2022) Govind Vashishtha et al.   MEASUREMENT SCIENCE and TECHNOLOGY

State-space modeling and novel entropy-based health indicator for dynamic degradation monitoring of rolling element bearing

(2022) Anil Kumar et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Adaptive sensitive frequency band selection for VMD to identify defective components of an axial piston pump

(2021) Anil Kumar et al.   Chinese Journal of Aeronautics

A new bearing fault diagnosis approach combining sensitive statistical features with improved multiscale permutation entropy method

(2021) Amrinder Singh Minhas et al.   KNOWLEDGE-BASED SYSTEMS

Bearing defect identification by swarm decomposition considering permutation entropy measure and opposition-based slime mould algorithm

(2021) Govind Vashishtha et al.   MEASUREMENT

An approach to improve high-frequency resonance technique for bearing fault diagnosis

(2021) Sitesh Kumar Mishra et al.   MEASUREMENT

Self-learning transferable neural network for intelligent fault diagnosis of rotating machinery with unlabeled and imbalanced data

(2021) Zenghui An et al.   KNOWLEDGE-BASED SYSTEMS

A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity

(2021) Dawei Gao et al.   KNOWLEDGE-BASED SYSTEMS

Bearing fault diagnosis and prognosis using data fusion based feature extraction and feature selection

(2021) Sandaram Buchaiah et al.   MEASUREMENT

Noise subtraction and marginal enhanced square envelope spectrum (MESES) for the identification of bearing defects in centrifugal and axial pump

(2021) Anil Kumar et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prediction of remaining useful life of multi-stage aero-engine based on clustering and LSTM fusion

(2021) Junqiang Liu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Dimensionality reduce-based for remaining useful life prediction of machining tools with multisensor fusion

(2021) Yongmeng Zhu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Extensible and displaceable hyperdisk based classifier for gear fault intelligent diagnosis

(2020) Tianzhen Hu et al.   KNOWLEDGE-BASED SYSTEMS

A multi-stage semi-supervised learning approach for intelligent fault diagnosis of rolling bearing using data augmentation and metric learning

(2020) Kun Yu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A dual-LSTM framework combining change point detection and remaining useful life prediction

(2020) Zunya Shi et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing

(2019) Shao Haidong et al.   KNOWLEDGE-BASED SYSTEMS

Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples

(2019) Zhiyi He et al.   KNOWLEDGE-BASED SYSTEMS

Prognosis of Bearing Acoustic Emission Signals Using Supervised Machine Learning

(2018) Mohamed Elforjani et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Intelligent fault diagnosis of rolling bearing using deep wavelet auto-encoder with extreme learning machine

(2018) Shao Haidong et al.   KNOWLEDGE-BASED SYSTEMS

A Reliable Health Indicator for Fault Prognosis of Bearings

(2018) Bach Duong et al.   SENSORS

Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Entropy-based fuzzy support vector machine for imbalanced datasets

(2017) Qi Fan et al.   KNOWLEDGE-BASED SYSTEMS

Oscillatory behavior-based wavelet decomposition for the monitoring of bearing condition in centrifugal pumps

(2017) Anil Kumar et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART J-JOURNAL OF ENGINEERING TRIBOLOGY

Anomaly Detection and Fault Prognosis for Bearings

(2016) Xiaohang Jin et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Manifold Learning Using Linear Local Tangent Space Alignment (LLTSA) Algorithm for Noise Removal in Wavelet Filtered Vibration Signal

(2016) Anil Kumar et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Identification of multiple faults in rotating machinery based on minimum entropy deconvolution combined with spectral kurtosis

(2016) Dan He et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Spectral kurtosis for fault detection, diagnosis and prognostics of rotating machines: A review with applications

(2016) Yanxue Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The infogram: Entropic evidence of the signature of repetitive transients

(2016) Jerome Antoni   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel method for the optimal band selection for vibration signal demodulation and comparison with the Kurtogram

(2010) Tomasz Barszcz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Comparing Measures of Sparsity

(2009) Niall Hurley et al.   IEEE TRANSACTIONS ON INFORMATION THEORY