Ningyun Lu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 49

Top Topics

Fault Detection

Industrial Processes

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Cybern.

CAA SAFEPROCESS

Publications

Keyi Zhou, Ningyun Lu, Bin Jiang, Zheng Liu, Baoli Zhang, Jianfei Chen
An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System. IEEE Trans. Intell. Veh. 9 (1) (2024)
Fei Chu, Shuangshuang Mo, Lili Hao, Ningyun Lu, Fuli Wang
Operating Performance Assessment of Complex Nonlinear Industrial Process Based on Kernel Locally Linear Embedding PLS. IEEE Trans Autom. Sci. Eng. 21 (1) (2024)
Keyi Zhou, Ningyun Lu, Bin Jiang
Basic Probability Assignment Using Intuitive Fuzzy Cloud Model for Information Fusion and Its Application in Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Francisco Bilendo, Ningyun Lu, Hamed Badihi, Angela Meyer, Umit Cali, Philippe Cambron
Multitarget Normal Behavior Model Based on Heterogeneous Stacked Regressions and Change-Point Detection for Wind Turbine Condition Monitoring. IEEE Trans. Ind. Informatics 20 (4) (2024)
Chao Ren, Bin Jiang, Ningyun Lu, Silvio Simani, Furong Gao
Meta-Learning With Distributional Similarity Preference for Few-Shot Fault Diagnosis Under Varying Working Conditions. IEEE Trans. Cybern. 54 (5) (2024)
Lexuan Shao, Ningyun Lu, Bin Jiang, Silvio Simani
Feature Generating Network With Attribute-Consistency for Zero-Shot Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (5) (2024)
Yang Li, Minrui Fei, Li Jia, Ningyun Lu, Okyay Kaynak, Enrico Zio
Novel Outlier-Robust Accelerated Degradation Testing Model and Lifetime Analysis Method Considering Time-Stress-Dependent Factors. IEEE Trans. Ind. Informatics 20 (8) (2024)
Kai Liu, Ningyun Lu, Feng Wu, Ridong Zhang, Furong Gao
Model Fusion and Multiscale Feature Learning for Fault Diagnosis of Industrial Processes. IEEE Trans. Cybern. 53 (10) (2023)
Jinling Chen, Liyan Wen, Bin Jiang, Ningyun Lu, Jianwei Liu
Multi-feature fusion and IGWO-LSSVM based fault diagnosis of rolling bearings. SAFEPROCESS (2023)
Yang Li, Yan Shi, Zhiyao Zhang, Ningyun Lu, Xiuli Wang, Enrico Zio
Condition-Based Maintenance for Performance Degradation Under Nonperiodic Unreliable Inspections. IEEE Trans. Artif. Intell. 4 (4) (2023)
Xiangming Kong, Ningyun Lu, Baoli Zhang, Jianfei Chen
RUL prediction of rolling element bearings based on ACO-FELM. SAFEPROCESS (2023)
Hamed Badihi, Saeedreza Jadidi, Ziquan Yu, Youmin Zhang, Ningyun Lu
Smart Cyber-Attack Diagnosis and Mitigation in a Wind Farm Network Operator. IEEE Trans. Ind. Informatics 19 (9) (2023)
Jie Han, Yajie Ma, Xianfeng Meng, Ningyun Lu
Optimal Test Selection with Unreliable Tests based on E-dominance Multi-objective Algorithm. ISCSIC (2023)
Xiuli Wang, Bin Jiang, Shaomin Wu, Ningyun Lu, Steven X. Ding
Multivariate Relevance Vector Regression Based Degradation Modeling and Remaining Useful Life Prediction. IEEE Trans. Ind. Electron. 69 (9) (2022)
Yang Li, Xiuli Wang, Ningyun Lu, Bin Jiang
Conditional Joint Distribution-Based Test Selection for Fault Detection and Isolation. IEEE Trans. Cybern. 52 (12) (2022)
Xue Lei, Ningyun Lu, Chuang Chen, Cunsong Wang
An AVMD-DBN-ELM Model for Bearing Fault Diagnosis. Sensors 22 (23) (2022)
Chuang Chen, Jiantao Shi, Ningyun Lu, Zheng Hong Zhu, Bin Jiang
Data-driven predictive maintenance strategy considering the uncertainty in remaining useful life prediction. Neurocomputing 494 (2022)
Francisco Bilendo, Hamed Badihi, Ningyun Lu, Philippe Cambron, Bin Jiang
A Normal Behavior Model Based on Power Curve and Stacked Regressions for Condition Monitoring of Wind Turbines. IEEE Trans. Instrum. Meas. 71 (2022)
Yang Li, Hongtian Chen, Ningyun Lu, Bin Jiang, Enrico Zio
Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO. IEEE Trans. Instrum. Meas. 71 (2022)
Xiuli Wang, Bin Jiang, Steven X. Ding, Ningyun Lu, Yang Li
Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train. IEEE Trans. Cybern. 52 (9) (2022)
Lingyun Sun, Ningyun Lu, Xianfeng Meng
Equipment Health State Assessment Based on MIC-XGBoost. ASCC (2022)
Cunsong Wang, Ningyun Lu, Yuehua Cheng, Bin Jiang
A Data-Driven Aero-Engine Degradation Prognostic Strategy. IEEE Trans. Cybern. 51 (3) (2021)
Yang Li, Ningyun Lu, Jiantao Shi, Bin Jiang
A quantitative causal diagram based optimal sensor allocation strategy considering the propagation of fault risk. J. Frankl. Inst. 358 (1) (2021)
Cunsong Wang, Zhenghong Zhu, Ningyun Lu, Yuehua Cheng, Bin Jiang
A data-driven degradation prognostic strategy for aero-engine under various operational conditions. Neurocomputing 462 (2021)
Xiaoxiao Ma, Zhixing Xu, Ningyun Lu, Zujin Wang, Bin Jiang
Performance Degradation Analysis of Railway Vehicle Door System Based on Density Peak Clustering. CAA SAFEPROCESS (2021)
Yang Li, Enrico Zio, Ningyun Lu, Xiuli Wang, Bin Jiang
Joint Distribution-Based Test Selection for Fault Detection and Isolation Under Multiple Faults Condition. IEEE Trans. Instrum. Meas. 70 (2021)
Chuang Chen, Ningyun Lu, Bin Jiang, Yin Xing, Zheng Hong Zhu
Prediction Interval Estimation of Aeroengine Remaining Useful Life Based on Bidirectional Long Short-Term Memory Network. IEEE Trans. Instrum. Meas. 70 (2021)
Hui Yu, Chuang Chen, Ningyun Lu, Cunsong Wang
Deep Auto-Encoder and Deep Forest-Assisted Failure Prognosis for Dynamic Predictive Maintenance Scheduling. Sensors 21 (24) (2021)
Hamed Badihi, Saeedreza Jadidi, Ziquan Yu, Youmin Zhang, Ningyun Lu
Diagnosis and Mitigation of Smart Cyber-Attacks on an Offshore Wind Farm Network Operator. ICPS (2021)
Chuang Chen, Ningyun Lu, Le Wang, Yin Xing
Intelligent selection and optimization method of feature variables in fluid catalytic cracking gasoline refining process. Comput. Chem. Eng. 150 (2021)
Chaofan Wang, Ningyun Lu, Yukun Chen, Hui Yu
A Data-driven Fault Detection Method for Radar Cooling System. CAA SAFEPROCESS (2021)
Xiaoqian Zhang, Yuehua Cheng, Ningyun Lu, Yanhui Pan, Qi Xue
Life Prediction Model of Fiber Optic Gyroscopes Considering Competitive Failure. CAA SAFEPROCESS (2021)
Chuang Chen, Ningyun Lu, Bin Jiang, Cunsong Wang
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance. IEEE CAA J. Autom. Sinica 8 (2) (2021)
Hongtian Chen, Bin Jiang, Tianyi Zhang, Ningyun Lu
Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems. Neurocomputing 396 (2020)
Jianhua Lyu, Rongrong Ying, Ningyun Lu, Baili Zhang
Remaining useful life estimation with multiple local similarities. Eng. Appl. Artif. Intell. 95 (2020)
Ningyun Lu, Bin Jiang, Xianfeng Meng, Huiping Zhao
Diagnosis, Diagnosticability Analysis, and Test Point Design for Multiple Faults Based on Multisignal Modeling and Blind Source Separation. IEEE Trans. Syst. Man Cybern. Syst. 50 (1) (2020)
Hongtian Chen, Bin Jiang, Steven X. Ding, Ningyun Lu, Wen Chen
Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Yunkai Wu, Bin Jiang, Ningyun Lu
A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices. IEEE Trans. Syst. Man Cybern. Syst. 49 (10) (2019)
Xiaoyan Liao, Yang Li, Ningyun Lu, Bin Jiang
Optimal Test Sequencing Method with Unreliable Tests based on Quasi-depth First Search Algorithm. CAA SAFEPROCESS (2019)
Kaiqiang Zhu, Chuanyu Zhang, Ningyun Lu, Bin Jiang
Data-driven RUL Prediction of High-speed Railway Traction System Based on Similarity of Degradation Feature. CAA SAFEPROCESS (2019)
Chuanyu Zhang, Cunsong Wang, Ningyun Lu, Bin Jiang
An RBMs-BN method to RUL prediction of traction converter of CRH2 trains. Eng. Appl. Artif. Intell. 85 (2019)
Yang Li, Ningyun Lu, Xiuli Wang, Bin Jiang
Islanding fault detection based on data-driven approach with active developed reactive power variation. Neurocomputing 337 (2019)
Hongtian Chen, Bin Jiang, Ningyun Lu
A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen
Real-time incipient fault detection for electrical traction systems of CRH2. Neurocomputing 306 (2018)
Jianhua Lu, Ningyun Lu, Sipei Ma, Baili Zhang
Edit Distance Based Similarity Search of Heterogeneous Information Networks. DEXA (2) (2018)
Xiuli Wang, Bin Jiang, Ningyun Lu, Chuanyu Zhang
Dynamic fault prognosis for multivariate degradation process. Neurocomputing 275 (2018)
Hongtian Chen, Bin Jiang, Ningyun Lu, Zehui Mao
Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains. IEEE Trans. Veh. Technol. 67 (6) (2018)
Jianhua Lu, Baili Zhang, Xueyan Wang, Ningyun Lu
Multidimensional Analysis Framework on Massive Data of Observations of Daily Living. HIS (2017)
Yuehua Cheng, Bin Jiang, Ningyun Lu, Tao Wang, Yan Xing
Incremental locally linear embedding-based fault detection for satellite attitude control systems. J. Frankl. Inst. 353 (1) (2016)
Yunkai Wu, Bin Jiang, Ningyun Lu, Donghua Zhou
ToMFIR-based incipient fault detection and estimation for high-speed rail vehicle suspension system. J. Frankl. Inst. 352 (4) (2015)
Jianhua Lu, Ningyun Lu, Yelei Xi, Baili Zhang
Digraph Containment Query Is Like Peeling Onions. DEXA (1) (2014)
Ningyun Lu, Bin Jiang, Jianhua Lu
Data mining-based flatness pattern prediction for cold rolling process with varying operating condition. Knowl. Inf. Syst. 41 (2) (2014)
Qian Hou, Lei Wang, Ningyun Lu, Bin Jiang, Jianhua Lu
A FDD method by combining transfer entropy and signed digraph and its application to air separation unit. ICARCV (2010)
Jianhua Lu, Ningyun Lu
A Hierarchical Statistical Process Monitoring Strategy for Multivariable Multi-rate Industrial Processes. CSIE (4) (2009)
Yinghua Yang, Ningyun Lu, Fuli Wang, Liling Ma, Yuqing Chang
Statistical process monitoring using multiple PCA models. ACC (2002)