Yanyang Zi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Rotating Machinery

Fault Diagnosis

Tennessee Eastman

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2023)
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) (2023)
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) (2023)
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 (2023)
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) (2022)
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 (2022)
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) (2022)
Yumeng Zhu, Yanyang Zi, Jing Xu
Transfer Learning-based SAE-CNN for Industrial Data Processing in Multiple working Conditions Recognition. ICPHM (2022)
Zhiqiang Zhang, Qingyu Yang, Yanyang Zi, Zongze Wu
Discriminative Sparse Autoencoder for Gearbox Fault Diagnosis Toward Complex Vibration Signals. IEEE Trans. Instrum. Meas. 71 (2022)
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) (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
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) (2020)
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 (2020)
Jiantao Lu, Wei Cheng, Yanyang Zi
A Novel Underdetermined Blind Source Separation Method and Its Application to Source Contribution Quantitative Estimation. Sensors 19 (6) (2019)
Ang Yang, Yu Wang, Kowk Leung Tsui, Yanyang Zi
Lithium-ion Battery SOH Estimation and Fault Diagnosis with Missing Data. I2MTC (2019)
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) (2019)
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) (2019)
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) (2019)
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) (2018)
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 (2018)
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 (2017)
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 (2017)
Ang Yang, Yu Wang, Yanyang Zi, Jinglong Chen, Jun Pan, Yunsheng Liu
Fault diagnosis from visualization perspective using stream statistics. I2MTC (2016)
Wangpeng He, Yin Ding, Yanyang Zi, Ivan W. Selesnick
Periodic Transients Separation Algorithm for Detecting Bearing Faults. CoRR (2016)
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) (2016)
Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen
Multi-domain description method for bearing fault recognition in varying speed condition. IECON (2016)
Yin Ding, Wangpeng He, Binqiang Chen, Yanyang Zi, Ivan W. Selesnick
Fault Detection of Rotation Machinery using Periodic Time-Frequency Sparsity. CoRR (2015)
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) (2015)
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)
Wangpeng He, Yin Ding, Yanyang Zi, Ivan W. Selesnick
Sparsity-based Algorithm for Detecting Faults in Rotating Machines. CoRR (2015)
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)
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) (2013)
Yaguo Lei, Zhengjia He, Yanyang Zi
EEMD method and WNN for fault diagnosis of locomotive roller bearings. Expert Syst. Appl. 38 (6) (2011)
Yaguo Lei, Ming Jian Zuo, Zhengjia He, Yanyang Zi
A multidimensional hybrid intelligent method for gear fault diagnosis. Expert Syst. Appl. 37 (2) (2010)
Yaguo Lei, Zhengjia He, Yanyang Zi
Application of an intelligent classification method to mechanical fault diagnosis. Expert Syst. Appl. 36 (6) (2009)
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) (2008)
Yaguo Lei, Zhengjia He, Yanyang Zi
A new approach to intelligent fault diagnosis of rotating machinery. Expert Syst. Appl. 35 (4) (2008)
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)