A review of stochastic resonance in rotating machine fault detection
Sign Up to like & getrecommendations! Published in 2019 at "Mechanical Systems and Signal Processing"
DOI: 10.1016/j.ymssp.2018.06.032
Abstract: Abstract Condition-based monitoring and machine fault detection play important roles in industry as they can ensure safety and reduce breakdown loss. Weak signal detection is an essential stage in many signal processing-based machine fault detection… read more here.
Keywords: rotating machine; machine fault; fault detection; machine ... See more keywords
Hybrid Deep Learning Models for Enhanced Classification of Phase-Resolved Partial Discharge Patterns From High-Voltage Rotating Machine Insulation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Dielectrics and Electrical Insulation"
DOI: 10.1109/tdei.2025.3542343
Abstract: Partial discharge (PD) monitoring plays a crucial role in identifying insulation defects in high-voltage rotating machinery, where accurate classification is essential for improving the reliability and efficiency of condition-based maintenance (CBM). This work proposes hybrid… read more here.
Keywords: classification; machine insulation; insulation; cnn ... See more keywords
Fault Feature Recovery With Wasserstein Generative Adversarial Imputation Network With Gradient Penalty for Rotating Machine Health Monitoring Under Signal Loss Condition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3168898
Abstract: Rotating machine health monitoring systems sometimes suffer from large segments of continuous missing data in practical applications, which may lead to incorrect health assessments and maintenance decisions. However, current signal loss recovery methods are sometimes… read more here.
Keywords: loss; feature recovery; fault; fault feature ... See more keywords
Validation of a physics-based model of a rotating machine for synthetic data generation in hybrid diagnosis
Sign Up to like & getrecommendations! Published in 2017 at "Structural Health Monitoring"
DOI: 10.1177/1475921716676053
Abstract: Diagnosis and prognosis are key issues in the application of condition based maintenance. Thus, there is a need to evaluate the condition of a machine. Physics-based models are of great interest as they give the… read more here.
Keywords: machine; rotating machine; physics based; physics ... See more keywords