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2020 – today
- 2024
[j41]Ningyun Lu, Shoujin Huang, Yang Li, Bin Jiang, Okyay Kaynak, Enrico Zio:
Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis. Reliab. Eng. Syst. Saf. 252: 110405 (2024)- [j40]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): 593-605 (2024) - [j39]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): 2746-2756 (2024) - [j38]Runze Li, Bin Jiang, Yan Zong, Ningyun Lu, Li Guo:
Distributed Fault Diagnosis for Heterogeneous Multiagent Systems: A Hybrid Knowledge-Based and Data-Driven Method. IEEE Trans. Fuzzy Syst. 32(9): 4940-4949 (2024) - [j37]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): 5171-5181 (2024) - [j36]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): 7787-7796 (2024) - [j35]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): 9907-9917 (2024) - [j34]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: 1-13 (2024) - [j33]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): 1320-1332 (2024) - 2023
- [j32]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): 709-721 (2023) - [j31]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): 6465-6478 (2023) - [j30]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): 9468-9478 (2023) - [c16]Jinling Chen, Liyan Wen, Bin Jiang, Ningyun Lu, Jianwei Liu:
Multi-feature fusion and IGWO-LSSVM based fault diagnosis of rolling bearings. SAFEPROCESS 2023: 1-6 - [c15]Xiangming Kong, Ningyun Lu, Baoli Zhang, Jianfei Chen:
RUL prediction of rolling element bearings based on ACO-FELM. SAFEPROCESS 2023: 1-6 - [c14]Jie Han, Yajie Ma, Xianfeng Meng, Ningyun Lu:
Optimal Test Selection with Unreliable Tests based on E-dominance Multi-objective Algorithm. ISCSIC 2023: 125-129 - 2022
- [j29]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: 79-88 (2022) - [j28]Xue Lei, Ningyun Lu, Chuang Chen, Cunsong Wang:
An AVMD-DBN-ELM Model for Bearing Fault Diagnosis. Sensors 22(23): 9369 (2022) - [j27]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): 9746-9755 (2022) - [j26]Yang Li, Xiuli Wang, Ningyun Lu, Bin Jiang:
Conditional Joint Distribution-Based Test Selection for Fault Detection and Isolation. IEEE Trans. Cybern. 52(12): 13168-13180 (2022) - [j25]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): 9514-9523 (2022) - [j24]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: 1-13 (2022) - [j23]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: 1-10 (2022) - [c13]Lingyun Sun, Ningyun Lu, Xianfeng Meng:
Equipment Health State Assessment Based on MIC-XGBoost. ASCC 2022: 823-828 - 2021
- [j22]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: 107336 (2021) - [j21]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): 412-422 (2021) - [j20]Cunsong Wang, Zheng Hong Zhu, Ningyun Lu, Yuehua Cheng, Bin Jiang:
A data-driven degradation prognostic strategy for aero-engine under various operational conditions. Neurocomputing 462: 195-207 (2021) - [j19]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): 1021-1043 (2021) - [j18]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): 8373 (2021) - [j17]Cunsong Wang, Ningyun Lu, Yuehua Cheng, Bin Jiang:
A Data-Driven Aero-Engine Degradation Prognostic Strategy. IEEE Trans. Cybern. 51(3): 1531-1541 (2021) - [j16]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: 1-13 (2021) - [j15]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: 1-13 (2021) - [c12]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: 1-6 - [c11]Chaofan Wang, Ningyun Lu, Yukun Chen, Hui Yu:
A Data-driven Fault Detection Method for Radar Cooling System. CAA SAFEPROCESS 2021: 1-5 - [c10]Xiaoqian Zhang, Yuehua Cheng, Ningyun Lu, Yanhui Pan, Qi Xue:
Life Prediction Model of Fiber Optic Gyroscopes Considering Competitive Failure. CAA SAFEPROCESS 2021: 1-6 - [c9]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: 479-484 - 2020
- [j14]Jianhua Lyu, Rongrong Ying, Ningyun Lu, Baili Zhang:
Remaining useful life estimation with multiple local similarities. Eng. Appl. Artif. Intell. 95: 103849 (2020) - [j13]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: 429-437 (2020) - [j12]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): 137-148 (2020)
2010 – 2019
- 2019
- [j11]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: 46-56 (2019) - [j10]Yang Li, Ningyun Lu, Xiuli Wang, Bin Jiang:
Islanding fault detection based on data-driven approach with active developed reactive power variation. Neurocomputing 337: 97-109 (2019) - [j9]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): 2766-2773 (2019) - [j8]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): 2198-2208 (2019) - [j7]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): 2108-2118 (2019) - [c8]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: 292-297 - [c7]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: 794-798 - 2018
- [j6]Xiuli Wang, Bin Jiang, Ningyun Lu, Chuanyu Zhang:
Dynamic fault prognosis for multivariate degradation process. Neurocomputing 275: 1112-1120 (2018) - [j5]Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen:
Real-time incipient fault detection for electrical traction systems of CRH2. Neurocomputing 306: 119-129 (2018) - [j4]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): 4819-4830 (2018) - [c6]Jianhua Lu, Ningyun Lu, Sipei Ma, Baili Zhang:
Edit Distance Based Similarity Search of Heterogeneous Information Networks. DEXA (2) 2018: 195-202 - 2017
- [c5]Jianhua Lu, Baili Zhang, Xueyan Wang, Ningyun Lu:
Multidimensional Analysis Framework on Massive Data of Observations of Daily Living. HIS 2017: 121-127 - 2016
- [j3]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): 17-36 (2016) - 2015
- [j2]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): 1672-1692 (2015) - 2014
- [j1]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): 355-378 (2014) - [c4]Jianhua Lu, Ningyun Lu, Yelei Xi, Baili Zhang:
Digraph Containment Query Is Like Peeling Onions. DEXA (1) 2014: 462-476 - 2010
- [c3]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: 352-357
2000 – 2009
- 2009
- [c2]Jianhua Lu, Ningyun Lu:
A Hierarchical Statistical Process Monitoring Strategy for Multivariable Multi-rate Industrial Processes. CSIE (4) 2009: 262-266 - 2002
- [c1]Yinghua Yang, Ningyun Lu, Fuli Wang, Liling Ma, Yuqing Chang:
Statistical process monitoring using multiple PCA models. ACC 2002: 5072-5073
Coauthor Index
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