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Journal Articles
- 2024
[j36]Qinyuan Luo
, Jinglong Chen, Yanyang Zi, Jingsong Xie:
A synchronization-induced cross-modal contrastive learning strategy for fault diagnosis of electromechanical systems under semi-supervised learning with current signal. Expert Syst. Appl. 249: 123801 (2024)- [j35]Yumeng Zhu, Yanyang Zi, Jie Li, Jing Xu:
PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain. IEEE Trans. Ind. Informatics 20(6): 8488-8498 (2024) - [j34]Jin Chen, Xiaoguang Zhang, Zhenyi Chen, Yanyang Zi, Yang Chen, Zhen Shi:
A Fractional Exponential Power Bistable Stochastic Resonance Method for Rolling Bearing Weak Features Extraction. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j33]Zhen Shi, Jinglong Chen, Yanyang Zi, Zhenyi Chen:
DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11276-11290 (2024) - 2023
- [j32]Zhe Yang, Yunwei Huang, Faisal Nazeer, Yanyang Zi, Gianluca Valentino, Chuan Li, Jianyu Long, Huiyu Huang:
A novel fault detection method for rotating machinery based on self-supervised contrastive representations. Comput. Ind. 147: 103878 (2023) - [j31]Jie Li, Yu Wang, Yanyang Zi, Haijun Zhang, Chen Li:
Causal Consistency Network: A Collaborative Multimachine Generalization Method for Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics 19(4): 5915-5924 (2023) - [j30]Zhenyi Chen, Yushan Gao, Yanyang Zi, Mingquan Zhang, Chen Li, Zhongmin Xiao:
A Heterogeneous Time-Tracking Fusion and Application to Health Evaluation of Aerospace Engines. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j29]Jie Li, Yu Wang, Yanyang Zi, Haijun Zhang, Zhiguo Wan:
Causal Disentanglement: A Generalized Bearing Fault Diagnostic Framework in Continuous Degradation Mode. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6250-6262 (2023) - 2022
- [j28]Zhe Yang, Jianyu Long, Yanyang Zi, Shaohui Zhang, Chuan Li:
Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification. IEEE Trans. Ind. Electron. 69(7): 7394-7404 (2022) - [j27]Jie Li, Yanyang Zi, Yu Wang, Ying Yang:
Health Indicator Construction Method of Bearings Based on Wasserstein Dual-Domain Adversarial Networks Under Normal Data Only. IEEE Trans. Ind. Electron. 69(10): 10615-10624 (2022) - [j26]Zhen Shi, Shuilong He, Jinglong Chen, Yanyang Zi:
A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds. IEEE Trans. Instrum. Meas. 71: 1-15 (2022) - [j25]Zhiqiang Zhang, Qingyu Yang, Yanyang Zi, Zongze Wu:
Discriminative Sparse Autoencoder for Gearbox Fault Diagnosis Toward Complex Vibration Signals. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j24]Jie Li, Yu Wang, Yanyang Zi, Zhijie Zhang:
Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5845-5858 (2022) - 2021
- [j23]Zhiqiang Zhang, Qingyu Yang, Yanyang Zi:
Multi-scale and multi-pooling sparse filtering: A simple and effective representation learning method for intelligent fault diagnosis. Neurocomputing 451: 138-151 (2021) - [j22]Zhenyi Chen, Yanyang Zi, Zhongmin Xiao, Yu Wang, Shun Qing:
A Bilateral Second-Order Synchrosqueezing Transform and Application to Vibration Monitoring of Aerospace Engine. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [j21]Jie Li, Yu Wang, Yanyang Zi, Xiaojie Sun, Ying Yang:
A Current Signal-Based Adaptive Semisupervised Framework for Bearing Faults Diagnosis in Drivetrains. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j20]Zhen Shi, Jinglong Chen, Yanyang Zi, Zitong Zhou:
A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - 2020
- [j19]Yizhen Peng, Yu Wang, Jingsong Xie, Yanyang Zi:
Adaptive stochastic-filter-based failure prediction model for complex repairable systems under uncertainty conditions. Reliab. Eng. Syst. Saf. 204: 107190 (2020) - [j18]Jie Li, Yu Wang, Yanyang Zi, Shan Jiang:
A Local Weighted Multi-Instance Multilabel Network for Fault Diagnosis of Rolling Bearings Using Encoder Signal. IEEE Trans. Instrum. Meas. 69(10): 8580-8589 (2020) - 2019
- [j17]Jiantao Lu, Wei Cheng, Yanyang Zi:
A Novel Underdetermined Blind Source Separation Method and Its Application to Source Contribution Quantitative Estimation. Sensors 19(6): 1413 (2019) - [j16]Yizhen Peng, Yu Wang, Yanyang Zi:
Switching State-Space Degradation Model With Recursive Filter/Smoother for Prognostics of Remaining Useful Life. IEEE Trans. Ind. Informatics 15(2): 822-832 (2019) - [j15]Mingquan Zhang, Yanyang Zi, Linkai Niu, Songtao Xi, Yiqing Li:
Intelligent Diagnosis of V-Type Marine Diesel Engines Based on Multifeatures Extracted From Instantaneous Crankshaft Speed. IEEE Trans. Instrum. Meas. 68(3): 722-740 (2019) - [j14]Ang Yang, Yu Wang, Yanyang Zi, Tommy W. S. Chow:
An Enhanced Trace Ratio Linear Discriminant Analysis for Fault Diagnosis: An Illustrated Example Using HDD Data. IEEE Trans. Instrum. Meas. 68(12): 4629-4639 (2019) - 2018
- [j13]Jing Zhou, Ying Yang, Steven X. Ding, Yanyang Zi, Muheng Wei:
A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique. IEEE Access 6: 16207-16215 (2018) - [j12]Jun Pan, Yanyang Zi, Jinglong Chen, Zitong Zhou, Biao Wang:
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. IEEE Trans. Ind. Electron. 65(6): 4973-4982 (2018) - 2017
- [j11]Yizhen Peng, Yu Wang, Yanyang Zi, Kwok-Leung Tsui, Chuhua Zhang:
Dynamic reliability assessment and prediction for repairable systems with interval-censored data. Reliab. Eng. Syst. Saf. 159: 301-309 (2017) - [j10]Gaige Chen, Jinglong Chen, Yanyang Zi, Huihui Miao:
Hyper-parameter optimization based nonlinear multistate deterioration modeling for deterioration level assessment and remaining useful life prognostics. Reliab. Eng. Syst. Saf. 167: 517-526 (2017) - 2016
- [j9]Yu Wang, Yizhen Peng, Yanyang Zi, Xiaohang Jin, Kwok-Leung Tsui:
A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem. IEEE Trans. Ind. Informatics 12(3): 924-932 (2016) - 2015
- [j8]Yiqing Li, Yu Wang, Yanyang Zi, Mingquan Zhang:
An Enhanced Data Visualization Method for Diesel Engine Malfunction Classification Using Multi-Sensor Signals. Sensors 15(10): 26675-26693 (2015) - 2014
- [j7]Lue Chen, Yanyang Zi, Zhengjia He, Yaguo Lei, Ge-Shi Tang:
Rotating Machinery Fault Detection Based on Improved Ensemble Empirical mode Decomposition. Adv. Data Sci. Adapt. Anal. 6(2-3) (2014) - 2013
- [j6]Hailiang Sun, Yanyang Zi, Zhengjia He, Jing Yuan, Xiaodong Wang, Lue Chen:
Customized Multiwavelets for Planetary Gearbox Fault Detection Based on Vibration Sensor Signals. Sensors 13(1): 1183-1209 (2013) - 2011
- [j5]Yaguo Lei, Zhengjia He, Yanyang Zi:
EEMD method and WNN for fault diagnosis of locomotive roller bearings. Expert Syst. Appl. 38(6): 7334-7341 (2011) - 2010
- [j4]Yaguo Lei, Ming Jian Zuo, Zhengjia He, Yanyang Zi:
A multidimensional hybrid intelligent method for gear fault diagnosis. Expert Syst. Appl. 37(2): 1419-1430 (2010) - 2009
- [j3]Yaguo Lei, Zhengjia He, Yanyang Zi:
Application of an intelligent classification method to mechanical fault diagnosis. Expert Syst. Appl. 36(6): 9941-9948 (2009) - 2008
- [j2]Yaguo Lei, Zhengjia He, Yanyang Zi:
A new approach to intelligent fault diagnosis of rotating machinery. Expert Syst. Appl. 35(4): 1593-1600 (2008) - [j1]Zhen Li, Zhengjia He, Yanyang Zi, Xuefeng Chen:
Bearing condition monitoring based on shock pulse method and improved redundant lifting scheme. Math. Comput. Simul. 79(3): 318-338 (2008)
Conference and Workshop Papers
- 2022
- [c6]Yumeng Zhu, Yanyang Zi, Jing Xu:
Transfer Learning-based SAE-CNN for Industrial Data Processing in Multiple working Conditions Recognition. ICPHM 2022: 167-172 - 2019
- [c5]Ang Yang, Yu Wang, Kowk Leung Tsui, Yanyang Zi:
Lithium-ion Battery SOH Estimation and Fault Diagnosis with Missing Data. I2MTC 2019: 1-6 - 2016
- [c4]Ang Yang, Yu Wang, Yanyang Zi, Jinglong Chen, Jun Pan, Yunsheng Liu:
Fault diagnosis from visualization perspective using stream statistics. I2MTC 2016: 1-6 - [c3]Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen:
Multi-domain description method for bearing fault recognition in varying speed condition. IECON 2016: 423-428 - 2015
- [c2]Yu Wang, Yizhen Peng, Yanyang Zi, Xiaohang Jin, Kwok-Leung Tsui:
An integrated Bayesian approach to prognositics of the remaining useful life and its application on bearing degradation problem. INDIN 2015: 1090-1095 - 2005
- [c1]Zhengjia He, Qiao Hu, Yanyang Zi, Zhousuo Zhang, Xuefeng Chen:
Hybrid Intelligent Forecasting Model Based on Empirical Mode Decomposition, Support Vector Regression and Adaptive Linear Neural Network. ICNC (2) 2005: 324-327
Informal and Other Publications
- 2016
- [i3]Wangpeng He, Yin Ding, Yanyang Zi, Ivan W. Selesnick:
Periodic Transients Separation Algorithm for Detecting Bearing Faults. CoRR abs/1601.02339 (2016) - 2015
- [i2]Wangpeng He, Yin Ding, Yanyang Zi, Ivan W. Selesnick:
Sparsity-based Algorithm for Detecting Faults in Rotating Machines. CoRR abs/1511.00067 (2015) - [i1]Yin Ding, Wangpeng He, Binqiang Chen, Yanyang Zi, Ivan W. Selesnick:
Fault Detection of Rotation Machinery using Periodic Time-Frequency Sparsity. CoRR abs/1511.00393 (2015)
Coauthor Index
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last updated on 2024-10-07 22:17 CEST by the dblp team
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