A framework via impulses-oriented Gini index and extreme value distribution for rolling bearing dynamic fault alarm and identification

Restoring cyclostationarity of rolling element bearing signals from the instantaneous phase of their envelope

(2023) Adrien Marsick et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Periodicity measure of cyclo-stationary impulses based on low sparsity of Gini index and its application to bearing diagnosis

(2023) Lin Liang et al.   ISA TRANSACTIONS

Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling

(2022) Hassan Sarmadi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Investigations on improved Gini indices for bearing fault feature characterization and condition monitoring

(2022) Bingyan Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Data-augmented wavelet capsule generative adversarial network for rolling bearing fault diagnosis

(2022) Yunpeng Liu et al.   KNOWLEDGE-BASED SYSTEMS

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

(2022) Yuqing Zhou et al.   MEASUREMENT

Novel sparse representation degradation modeling for locating informative frequency bands for Machine performance degradation assessment

(2022) Tongtong Yan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel mathematical model of transmission path effect for the research of vibration characteristics of planetary gearboxes

(2022) Yanyan Nie et al.   MECHANISM AND MACHINE THEORY

Research on the Sparse Optimization Method of Periodic Weights and its Application in Bearing Fault Diagnosis

(2022) Wei Chu et al.   MECHANISM AND MACHINE THEORY

A full generalization of the Gini index for bearing condition monitoring

(2022) Bingyan Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A convolutional neural network based degradation indicator construction and health prognosis using bidirectional long short-term memory network for rolling bearings

(2021) Yiwei Cheng et al.   ADVANCED ENGINEERING INFORMATICS

Challenges and Opportunities of AI-Enabled Monitoring, Diagnosis & Prognosis: A Review

(2021) Zhibin Zhao et al.   Chinese Journal of Mechanical Engineering

Real-time novelty detection of an industrial gas turbine using performance deviation model and extreme function theory

(2021) Xiwen Gu et al.   MEASUREMENT

Dynamic health index extraction for incipient bearing degradation detection

(2021) Xinlai Ye et al.   ISA TRANSACTIONS

Bearing incipient fault feature extraction using adaptive period matching enhanced sparse representation

(2021) Renhe Yao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Generalized Gini indices: Complementary sparsity measures to Box-Cox sparsity measures for machine condition monitoring

(2021) Bingchang Hou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Analysis of vibration signals for a ball bearing-rotor system with raceway local defects and rotor eccentricity

(2021) Rui Yang et al.   MECHANISM AND MACHINE THEORY

Unsupervised Health Indicator Construction by a Novel Degradation-Trend-Constrained Variational Autoencoder and Its Applications

(2021) Yi Qin et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Modeling power loss during blackouts in China using non-stationary generalized extreme value distribution

(2020) Haoling Chen et al.   ENERGY

Anomaly Detection of Wind Turbines Based on Deep Small-World Neural Network

(2020) Meng Li et al.   Applied Sciences-Basel

A threshold self-setting condition monitoring scheme for wind turbine generator bearings based on deep convolutional generative adversarial networks

(2020) Peng Chen et al.   MEASUREMENT

Investigations on quasi-arithmetic means for machine condition monitoring

(2020) Bingchang Hou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Generic Framework for Degradation Modeling Based on Fusion of Spectrum Amplitudes

(2020) Tongtong Yan et al.   IEEE Transactions on Automation Science and Engineering

Automatic alarm setup using extreme value theory

(2019) Daniela Toshkova et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Health indicator construction of machinery based on end-to-end trainable convolution recurrent neural networks

(2019) Longting Chen et al.   JOURNAL OF MANUFACTURING SYSTEMS

A novel anomaly detection method based on adaptive Mahalanobis-squared distance and one-class kNN rule for structural health monitoring under environmental effects

(2019) Hassan Sarmadi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The Autogram: An effective approach for selecting the optimal demodulation band in rolling element bearings diagnosis

(2018) Ali Moshrefzadeh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A statistical methodology for the design of condition indicators

(2018) Jérôme Antoni et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

(2018) Biao Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

A Frequency-Weighted Energy Operator and complementary ensemble empirical mode decomposition for bearing fault detection

(2017) Yacine Imaouchen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Modeling of probability distribution functions for automatic threshold calculation in condition monitoring systems

(2012) A. Jablonski et al.   MEASUREMENT