Statistical process monitoring using multiple PCA models. - Yinghua Yang; Ningyun Lu; Fuli Wang; Liling Ma; Yuqing Chang (ACC, 2002)

A Hierarchical Statistical Process Monitoring Strategy for Multivariable Multi-rate Industrial Processes. - Jianhua Lu; Ningyun Lu (CSIE (4), 2009)

A FDD method by combining transfer entropy and signed digraph and its application to air separation unit. - Qian Hou; Lei Wang; Ningyun Lu; Bin Jiang 001; Jianhua Lu (ICARCV, 2010)

Digraph Containment Query Is Like Peeling Onions. - Jianhua Lu; Ningyun Lu; Yelei Xi; Baili Zhang (DEXA (1), 2014)

Data mining-based flatness pattern prediction for cold rolling process with varying operating condition. - Ningyun Lu; Bin Jiang 001; Jianhua Lu (Knowl. Inf. Syst., 2014)

ToMFIR-based incipient fault detection and estimation for high-speed rail vehicle suspension system. - Yunkai Wu; Bin Jiang 001; Ningyun Lu; Donghua Zhou (J. Frankl. Inst., 2015)

Incremental locally linear embedding-based fault detection for satellite attitude control systems. - Yuehua Cheng; Bin Jiang 001; Ningyun Lu; Tao Wang 029; Yan Xing (J. Frankl. Inst., 2016)

Multidimensional Analysis Framework on Massive Data of Observations of Daily Living. - Jianhua Lu; Baili Zhang; Xueyan Wang; Ningyun Lu (HIS, 2017)

Edit Distance Based Similarity Search of Heterogeneous Information Networks. - Jianhua Lu; Ningyun Lu; Sipei Ma; Baili Zhang (DEXA (2), 2018)

Real-time incipient fault detection for electrical traction systems of CRH2. - Hongtian Chen; Bin Jiang 001; Ningyun Lu; Wen Chen 007 (Neurocomputing, 2018)

Dynamic fault prognosis for multivariate degradation process. - Xiuli Wang; Bin Jiang 001; Ningyun Lu; Chuanyu Zhang (Neurocomputing, 2018)

Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Ningyun Lu; Zehui Mao (IEEE Trans. Veh. Technol., 2018)

Optimal Test Sequencing Method with Unreliable Tests based on Quasi-depth First Search Algorithm. - Xiaoyan Liao; Yang Li 088; Ningyun Lu; Bin Jiang 001 (CAA SAFEPROCESS, 2019)

Data-driven RUL Prediction of High-speed Railway Traction System Based on Similarity of Degradation Feature. - Kaiqiang Zhu; Chuanyu Zhang; Ningyun Lu; Bin Jiang 001 (CAA SAFEPROCESS, 2019)

An RBMs-BN method to RUL prediction of traction converter of CRH2 trains. - Chuanyu Zhang; Cunsong Wang; Ningyun Lu; Bin Jiang 001 (Eng. Appl. Artif. Intell., 2019)

Islanding fault detection based on data-driven approach with active developed reactive power variation. - Yang Li 088; Ningyun Lu; Xiuli Wang; Bin Jiang 001 (Neurocomputing, 2019)

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems. - Hongtian Chen; Bin Jiang 001; Steven X. Ding; Ningyun Lu; Wen Chen 007 (IEEE Trans. Control. Syst. Technol., 2019)

A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Ningyun Lu (IEEE Trans. Intell. Transp. Syst., 2019)

A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices. - Yunkai Wu; Bin Jiang 001; Ningyun Lu (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Remaining useful life estimation with multiple local similarities. - Jianhua Lyu; Rongrong Ying; Ningyun Lu; Baili Zhang (Eng. Appl. Artif. Intell., 2020)

Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems. - Hongtian Chen; Bin Jiang 001; Tianyi Zhang 013; Ningyun Lu (Neurocomputing, 2020)

Diagnosis, Diagnosticability Analysis, and Test Point Design for Multiple Faults Based on Multisignal Modeling and Blind Source Separation. - Ningyun Lu; Bin Jiang 001; Xianfeng Meng; Huiping Zhao (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Performance Degradation Analysis of Railway Vehicle Door System Based on Density Peak Clustering. - Xiaoxiao Ma; Zhixing Xu; Ningyun Lu; Zujin Wang; Bin Jiang 001 (CAA SAFEPROCESS, 2021)

A Data-driven Fault Detection Method for Radar Cooling System. - Chaofan Wang; Ningyun Lu; Yukun Chen; Hui Yu (CAA SAFEPROCESS, 2021)

Life Prediction Model of Fiber Optic Gyroscopes Considering Competitive Failure. - Xiaoqian Zhang; Yuehua Cheng; Ningyun Lu; Yanhui Pan; Qi Xue (CAA SAFEPROCESS, 2021)

Diagnosis and Mitigation of Smart Cyber-Attacks on an Offshore Wind Farm Network Operator. - Hamed Badihi; Saeedreza Jadidi; Ziquan Yu; Youmin Zhang 001; Ningyun Lu (ICPS, 2021)

Intelligent selection and optimization method of feature variables in fluid catalytic cracking gasoline refining process. - Chuang Chen; Ningyun Lu; Le Wang; Yin Xing (Comput. Chem. Eng., 2021)

A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance. - Chuang Chen; Ningyun Lu; Bin Jiang 001; Cunsong Wang (IEEE CAA J. Autom. Sinica, 2021)

A data-driven degradation prognostic strategy for aero-engine under various operational conditions. - Cunsong Wang; Zheng Hong Zhu; Ningyun Lu; Yuehua Cheng; Bin Jiang 001 (Neurocomputing, 2021)

A quantitative causal diagram based optimal sensor allocation strategy considering the propagation of fault risk. - Yang Li 088; Ningyun Lu; Jiantao Shi; Bin Jiang 001 (J. Frankl. Inst., 2021)

Deep Auto-Encoder and Deep Forest-Assisted Failure Prognosis for Dynamic Predictive Maintenance Scheduling. - Hui Yu; Chuang Chen; Ningyun Lu; Cunsong Wang (Sensors, 2021)

A Data-Driven Aero-Engine Degradation Prognostic Strategy. - Cunsong Wang; Ningyun Lu; Yuehua Cheng; Bin Jiang 001 (IEEE Trans. Cybern., 2021)

Prediction Interval Estimation of Aeroengine Remaining Useful Life Based on Bidirectional Long Short-Term Memory Network. - Chuang Chen; Ningyun Lu; Bin Jiang 001; Yin Xing; Zheng Hong Zhu (IEEE Trans. Instrum. Meas., 2021)

Joint Distribution-Based Test Selection for Fault Detection and Isolation Under Multiple Faults Condition. - Yang Li 088; Enrico Zio; Ningyun Lu; Xiuli Wang; Bin Jiang 001 (IEEE Trans. Instrum. Meas., 2021)

Equipment Health State Assessment Based on MIC-XGBoost. - Lingyun Sun; Ningyun Lu; Xianfeng Meng (ASCC, 2022)

Data-driven predictive maintenance strategy considering the uncertainty in remaining useful life prediction. - Chuang Chen; Jiantao Shi; Ningyun Lu; Zheng Hong Zhu; Bin Jiang 001 (Neurocomputing, 2022)

An AVMD-DBN-ELM Model for Bearing Fault Diagnosis. - Xue Lei; Ningyun Lu; Chuang Chen; Cunsong Wang (Sensors, 2022)

Conditional Joint Distribution-Based Test Selection for Fault Detection and Isolation. - Yang Li 088; Xiuli Wang; Ningyun Lu; Bin Jiang 001 (IEEE Trans. Cybern., 2022)

Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train. - Xiuli Wang; Bin Jiang 001; Steven X. Ding; Ningyun Lu; Yang Li 088 (IEEE Trans. Cybern., 2022)

Multivariate Relevance Vector Regression Based Degradation Modeling and Remaining Useful Life Prediction. - Xiuli Wang; Bin Jiang 001; Shaomin Wu; Ningyun Lu; Steven X. Ding (IEEE Trans. Ind. Electron., 2022)

A Normal Behavior Model Based on Power Curve and Stacked Regressions for Condition Monitoring of Wind Turbines. - Francisco Bilendo; Hamed Badihi; Ningyun Lu; Philippe Cambron; Bin Jiang 001 (IEEE Trans. Instrum. Meas., 2022)

Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO. - Yang Li 088; Hongtian Chen; Ningyun Lu; Bin Jiang 001; Enrico Zio (IEEE Trans. Instrum. Meas., 2022)

Multi-feature fusion and IGWO-LSSVM based fault diagnosis of rolling bearings. - Jinling Chen; Liyan Wen; Bin Jiang 001; Ningyun Lu; Jianwei Liu 004 (SAFEPROCESS, 2023)

RUL prediction of rolling element bearings based on ACO-FELM. - Xiangming Kong; Ningyun Lu; Baoli Zhang; Jianfei Chen (SAFEPROCESS, 2023)

Optimal Test Selection with Unreliable Tests based on E-dominance Multi-objective Algorithm. - Jie Han; Yajie Ma; Xianfeng Meng; Ningyun Lu (ISCSIC, 2023)

Condition-Based Maintenance for Performance Degradation Under Nonperiodic Unreliable Inspections. - Yang Li 088; Yan Shi 014; Zhiyao Zhang; Ningyun Lu; Xiuli Wang; Enrico Zio (IEEE Trans. Artif. Intell., 2023)

Smart Cyber-Attack Diagnosis and Mitigation in a Wind Farm Network Operator. - Hamed Badihi; Saeedreza Jadidi; Ziquan Yu; Youmin Zhang 001; Ningyun Lu (IEEE Trans. Ind. Informatics, 2023)

Pseudo-Label Guided Sparse Deep Belief Network Learning Method for Fault Diagnosis of Radar Critical Components. - Chuang Chen; Jiantao Shi; Mouquan Shen; Ningyun Lu; Hui Yu; Yukun Chen; Cunsong Wang (IEEE Trans. Instrum. Meas., 2023)

Model Fusion and Multiscale Feature Learning for Fault Diagnosis of Industrial Processes. - Kai Liu; Ningyun Lu; Feng Wu; Ridong Zhang; Furong Gao (IEEE Trans. Cybern., 2023)

Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis. - Ningyun Lu; Shoujin Huang; Yang Li 088; Bin Jiang 001; Okyay Kaynak; Enrico Zio (Reliab. Eng. Syst. Saf., 2024)

Basic Probability Assignment Using Intuitive Fuzzy Cloud Model for Information Fusion and Its Application in Fault Diagnosis. - Keyi Zhou; Ningyun Lu; Bin Jiang 001 (IEEE Trans. Instrum. Meas., 2024)

Operating Performance Assessment of Complex Nonlinear Industrial Process Based on Kernel Locally Linear Embedding PLS. - Fei Chu; Shuangshuang Mo; Lili Hao; Ningyun Lu; Fuli Wang (IEEE Trans Autom. Sci. Eng., 2024)

An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System. - Keyi Zhou; Ningyun Lu; Bin Jiang 001; Zheng Liu 002; Baoli Zhang; Jianfei Chen (IEEE Trans. Intell. Veh., 2024)

Multitarget Normal Behavior Model Based on Heterogeneous Stacked Regressions and Change-Point Detection for Wind Turbine Condition Monitoring. - Francisco Bilendo; Ningyun Lu; Hamed Badihi; Angela Meyer; Umit Cali; Philippe Cambron (IEEE Trans. Ind. Informatics, 2024)

Meta-Learning With Distributional Similarity Preference for Few-Shot Fault Diagnosis Under Varying Working Conditions. - Chao Ren; Bin Jiang 001; Ningyun Lu; Silvio Simani; Furong Gao (IEEE Trans. Cybern., 2024)

Feature Generating Network With Attribute-Consistency for Zero-Shot Fault Diagnosis. - Lexuan Shao; Ningyun Lu; Bin Jiang 001; Silvio Simani (IEEE Trans. Ind. Informatics, 2024)

Novel Outlier-Robust Accelerated Degradation Testing Model and Lifetime Analysis Method Considering Time-Stress-Dependent Factors. - Yang Li 088; Minrui Fei; Li Jia 002; Ningyun Lu; Okyay Kaynak; Enrico Zio (IEEE Trans. Ind. Informatics, 2024)

Distributed Fault Diagnosis for Heterogeneous Multiagent Systems: A Hybrid Knowledge-Based and Data-Driven Method. - Runze Li 004; Bin Jiang 001; Yan Zong; Ningyun Lu; Li Guo 011 (IEEE Trans. Fuzzy Syst., 2024)

Synergistic TransGCN for Aeroengine Bearing Skidding Diagnosis Under Time-Varying Conditions. - Leiming Ma; Bin Jiang 001; Ningyun Lu; Lingfei Xiao (IEEE Trans. Ind. Informatics, 2024)

Anomaly Detection for Escalators Based on Feature Optimization and Improved GMM Algorithm. - Long Qiang; Ningyun Lu; Jianfei Chen; Jianhua Lyu (ICRCA, 2025)

Fault Dictionary Based Optimal Sensor Allocation Strategy Considering Fault Undetectability. - Jian Sun; Yuanjin Wang; Wen Shi; Ningyun Lu (ICRCA, 2025)

FEV-Swin: Multi-source heterogeneous information fusion under a variant swin transformer framework for intelligent cross-domain fault diagnosis. - Keyi Zhou; Ningyun Lu; Bin Jiang 001; Zhisheng Ye 001 (Knowl. Based Syst., 2025)

Toward the resilience of UAV swarms with percolation theory under attacks. - Tianzhen Hu; Yan Zong; Ningyun Lu; Bin Jiang 001 (Reliab. Eng. Syst. Saf., 2025)

Fault Propagation Analysis for Manufacturing Process Monitoring via a Temporal Causal Modeling Algorithm. - Shoujin Huang; Ningyun Lu; Bin Jiang 001; Silvio Simani; Wei Du 003; Binda Huang; Jie Cao (IEEE Trans. Instrum. Meas., 2025)

Joint Distribution Alignment via Mutual Information for Cross-Device Fault Diagnosis. - Lexuan Shao; Ningyun Lu; Bin Jiang 001; Jianhua Lv; Silvio Simani (IEEE Trans. Instrum. Meas., 2025)

Aeroengine Bearing Time-Varying Skidding Assessment With Prior Knowledge-Embedded Dual Feedback Spatial-Temporal GCN. - Leiming Ma; Bin Jiang 001; Ningyun Lu; Qintao Guo; Zhisheng Ye 001 (IEEE Trans. Cybern., 2025)

Heterogeneous Knowledge Graph Inference-Assisted Aeroengine Rotor Skidding Tracing and Regulation. - Leiming Ma; Bin Jiang 001; Ningyun Lu; Tianchang Chen; Lingfei Xiao (IEEE Trans. Ind. Informatics, 2025)

Federated Learning With Potential Partnership Identification for Accurate Prediction in Flexible Manufacturing System. - Chao Ren; Bin Jiang 001; Ningyun Lu (IEEE Trans. Reliab., 2025)