Ningyun Lu

Orcid: 0000-0002-9964-7677

According to our database1, Ningyun Lu authored at least 52 papers between 2002 and 2024.

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Bibliography

2024
Multitarget Normal Behavior Model Based on Heterogeneous Stacked Regressions and Change-Point Detection for Wind Turbine Condition Monitoring.
IEEE Trans. Ind. Informatics, April, 2024

An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System.
IEEE Trans. Intell. Veh., January, 2024

Operating Performance Assessment of Complex Nonlinear Industrial Process Based on Kernel Locally Linear Embedding PLS.
IEEE Trans Autom. Sci. Eng., January, 2024

Basic Probability Assignment Using Intuitive Fuzzy Cloud Model for Information Fusion and Its Application in Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2024

2023
Model Fusion and Multiscale Feature Learning for Fault Diagnosis of Industrial Processes.
IEEE Trans. Cybern., October, 2023

Smart Cyber-Attack Diagnosis and Mitigation in a Wind Farm Network Operator.
IEEE Trans. Ind. Informatics, 2023

Condition-Based Maintenance for Performance Degradation Under Nonperiodic Unreliable Inspections.
IEEE Trans. Artif. Intell., 2023

Optimal Test Selection with Unreliable Tests based on E-dominance Multi-objective Algorithm.
Proceedings of the 7th International Symposium on Computer Science and Intelligent Control, 2023

RUL prediction of rolling element bearings based on ACO-FELM.
Proceedings of the CAA Symposium on Fault Detection, 2023

Multi-feature fusion and IGWO-LSSVM based fault diagnosis of rolling bearings.
Proceedings of the CAA Symposium on Fault Detection, 2023

2022
Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO.
IEEE Trans. Instrum. Meas., 2022

A Normal Behavior Model Based on Power Curve and Stacked Regressions for Condition Monitoring of Wind Turbines.
IEEE Trans. Instrum. Meas., 2022

Multivariate Relevance Vector Regression Based Degradation Modeling and Remaining Useful Life Prediction.
IEEE Trans. Ind. Electron., 2022

Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train.
IEEE Trans. Cybern., 2022

Conditional Joint Distribution-Based Test Selection for Fault Detection and Isolation.
IEEE Trans. Cybern., 2022

An AVMD-DBN-ELM Model for Bearing Fault Diagnosis.
Sensors, 2022

Data-driven predictive maintenance strategy considering the uncertainty in remaining useful life prediction.
Neurocomputing, 2022

Equipment Health State Assessment Based on MIC-XGBoost.
Proceedings of the 13th Asian Control Conference, 2022

2021
Joint Distribution-Based Test Selection for Fault Detection and Isolation Under Multiple Faults Condition.
IEEE Trans. Instrum. Meas., 2021

Prediction Interval Estimation of Aeroengine Remaining Useful Life Based on Bidirectional Long Short-Term Memory Network.
IEEE Trans. Instrum. Meas., 2021

A Data-Driven Aero-Engine Degradation Prognostic Strategy.
IEEE Trans. Cybern., 2021

Deep Auto-Encoder and Deep Forest-Assisted Failure Prognosis for Dynamic Predictive Maintenance Scheduling.
Sensors, 2021

A quantitative causal diagram based optimal sensor allocation strategy considering the propagation of fault risk.
J. Frankl. Inst., 2021

A data-driven degradation prognostic strategy for aero-engine under various operational conditions.
Neurocomputing, 2021

A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance.
IEEE CAA J. Autom. Sinica, 2021

Intelligent selection and optimization method of feature variables in fluid catalytic cracking gasoline refining process.
Comput. Chem. Eng., 2021

Diagnosis and Mitigation of Smart Cyber-Attacks on an Offshore Wind Farm Network Operator.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

Life Prediction Model of Fiber Optic Gyroscopes Considering Competitive Failure.
Proceedings of the CAA Symposium on Fault Detection, 2021

A Data-driven Fault Detection Method for Radar Cooling System.
Proceedings of the CAA Symposium on Fault Detection, 2021

Performance Degradation Analysis of Railway Vehicle Door System Based on Density Peak Clustering.
Proceedings of the CAA Symposium on Fault Detection, 2021

2020
Diagnosis, Diagnosticability Analysis, and Test Point Design for Multiple Faults Based on Multisignal Modeling and Blind Source Separation.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems.
Neurocomputing, 2020

Remaining useful life estimation with multiple local similarities.
Eng. Appl. Artif. Intell., 2020

2019
A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices.
IEEE Trans. Syst. Man Cybern. Syst., 2019

A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains.
IEEE Trans. Intell. Transp. Syst., 2019

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems.
IEEE Trans. Control. Syst. Technol., 2019

Islanding fault detection based on data-driven approach with active developed reactive power variation.
Neurocomputing, 2019

An RBMs-BN method to RUL prediction of traction converter of CRH2 trains.
Eng. Appl. Artif. Intell., 2019

Data-driven RUL Prediction of High-speed Railway Traction System Based on Similarity of Degradation Feature.
Proceedings of the CAA Symposium on Fault Detection, 2019

Optimal Test Sequencing Method with Unreliable Tests based on Quasi-depth First Search Algorithm.
Proceedings of the CAA Symposium on Fault Detection, 2019

2018
Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains.
IEEE Trans. Veh. Technol., 2018

Dynamic fault prognosis for multivariate degradation process.
Neurocomputing, 2018

Real-time incipient fault detection for electrical traction systems of CRH2.
Neurocomputing, 2018

Edit Distance Based Similarity Search of Heterogeneous Information Networks.
Proceedings of the Database and Expert Systems Applications, 2018

2017
Multidimensional Analysis Framework on Massive Data of Observations of Daily Living.
Proceedings of the Health Information Science - 6th International Conference, 2017

2016
Incremental locally linear embedding-based fault detection for satellite attitude control systems.
J. Frankl. Inst., 2016

2015
ToMFIR-based incipient fault detection and estimation for high-speed rail vehicle suspension system.
J. Frankl. Inst., 2015

2014
Data mining-based flatness pattern prediction for cold rolling process with varying operating condition.
Knowl. Inf. Syst., 2014

Digraph Containment Query Is Like Peeling Onions.
Proceedings of the Database and Expert Systems Applications, 2014

2010
A FDD method by combining transfer entropy and signed digraph and its application to air separation unit.
Proceedings of the 11th International Conference on Control, 2010

2009
A Hierarchical Statistical Process Monitoring Strategy for Multivariable Multi-rate Industrial Processes.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2002
Statistical process monitoring using multiple PCA models.
Proceedings of the American Control Conference, 2002


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