Deep branch attention network and extreme multi-scale entropy based single vibration signal-driven variable speed fault diagnosis scheme for rolling bearing

Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework

(2022) Wei Li et al.   ADVANCED ENGINEERING INFORMATICS

A fault characteristics extraction method for rolling bearing with variable rotational speed using adaptive time-varying comb filtering and order tracking

(2022) Xiangmin Chen et al.   Journal of Mechanical Science and Technology

Continual learning classification method with the weighted k-nearest neighbor rule for time-varying data space based on the artificial immune system

(2022) Dong Li et al.   KNOWLEDGE-BASED SYSTEMS

A novel method for diagnosing rolling bearing faults based on the frequency spectrum distribution of the modulation signal

(2022) Xiumei Li et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Fault diagnosis of rolling bearing under time-varying speed conditions based on EfficientNetv2

(2022) Haoyang Qu et al.   MEASUREMENT SCIENCE and TECHNOLOGY

A Gaussian-guided adversarial adaptation transfer network for rolling bearing fault diagnosis

(2022) Zhenghong Wu et al.   ADVANCED ENGINEERING INFORMATICS

Subdomain Adaptation Capsule Network for Unsupervised Mechanical Fault Diagnosis

(2022) Dongfang Zhao et al.   INFORMATION SCIENCES

Twin robust matrix machine for intelligent fault identification of outlier samples in roller bearing

(2022) Haiyang Pan et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid distance-guided adversarial network for intelligent fault diagnosis under different working conditions

(2021) Baokun Han et al.   MEASUREMENT

Multi-class fuzzy support matrix machine for classification in roller bearing fault diagnosis

(2021) Haiyang Pan et al.   ADVANCED ENGINEERING INFORMATICS

An order tracking-free method for variable speed fault diagnosis based on adaptive chirp mode decomposition

(2021) Lu Wang et al.   MEASUREMENT

VMD based trigonometric entropy measure: a simple and effective tool for dynamic degradation monitoring of rolling element bearing

(2021) Anil Kumar et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Fault diagnosis for rolling bearing based on VMD-FRFT

(2020) Xin Li et al.   MEASUREMENT

Mean-optimized mode decomposition: An improved EMD approach for non-stationary signal processing

(2020) Jinde Zheng et al.   ISA TRANSACTIONS

Research on fatigue driving detection using forehead EEG based on adaptive multi-scale entropy

(2019) Haowen Luo et al.   Biomedical Signal Processing and Control

Fault diagnosis of rolling bearing under fluctuating speed and variable load based on TCO Spectrum and Stacking Auto-encoder

(2019) Zhou Xiang et al.   MEASUREMENT

Fault diagnosis method for rolling element bearing with variable rotating speed using envelope order spectrum and convolutional neural network

(2019) Danchen Zhu et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Time-frequency-based maximum correlated kurtosis deconvolution approach for detecting bearing faults under variable speed conditions

(2019) Lu Wang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Rolling Bearing Fault Detection of Civil Aircraft Engine Based on Adaptive Estimation of Instantaneous Angular Speed

(2019) Yi Wang et al.   IEEE Transactions on Industrial Informatics

Highly-Accurate Machine Fault Diagnosis Using Deep Transfer Learning

(2018) Siyu Shao et al.   IEEE Transactions on Industrial Informatics

Time-Frequency Squeezing and Generalized Demodulation Combined for Variable Speed Bearing Fault Diagnosis

(2018) Weiguo Huang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A fault diagnosis method for planetary gearboxes under non-stationary working conditions using improved Vold-Kalman filter and multi-scale sample entropy

(2018) Yongbo Li et al.   JOURNAL OF SOUND AND VIBRATION

A phase angle based diagnostic scheme to planetary gear faults diagnostics under non-stationary operational conditions

(2017) Ke Feng et al.   JOURNAL OF SOUND AND VIBRATION

Fault feature extraction based on combination of envelope order tracking and cICA for rolling element bearings

(2017) Tangfeng Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of an improved dynamic time synchronous averaging method for fault diagnosis in conditions of speed fluctuation and no tachometer

(2015) Huifang Xiao et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Envelope order tracking for fault detection in rolling element bearings

(2012) Yu Guo et al.   JOURNAL OF SOUND AND VIBRATION

Fault diagnosis of rolling bearing based on wavelet transform and envelope spectrum correlation

(2012) Wei Sun et al.   JOURNAL OF VIBRATION AND CONTROL

Rotating machine fault diagnosis using empirical mode decomposition

(2007) Q. Gao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING