Yanyang Zi

51 papers C 2Journal 44Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Expected attribution prior guided interpretable framework for machine fault diagnosis.
Expert Syst. Appl.
Jie Li, Junwei Gu, Yu Wang, Yanyang Zi, Mingquan Zhang, Haijun Zhang
2025 J jnl
An adaptive unscented Kalman filter -based method for RUL prediction via nonlinear degradation modeling.
Knowl. Based Syst.
Shan Jiang, Yu Wang, Wen Jian Lu, Yanyang Zi, Ying Yang
2025 J jnl
DDEG: Addressing data scarcity in additive manufacturing defect detection through joint generation of CT images and defect annotations.
Adv. Eng. Informatics
Rui Han, Yuzhong Wang, Wenhua Guo, Chenwei Wang, Yihui Zhang, Yanyang Zi, Jiyuan Zhao
2025 J jnl
Deep Unsupervised Subdomain Adaptation Network for Intelligent Fault Diagnosis: From Simulated Domain to Physical Domain.
IEEE Trans. Instrum. Meas.
Zhijie Zhang, Yanyang Zi, Mingquan Zhang, Zhen Shi, Qiuzhuang Sun
2025 J jnl
LFC-DGNet: A likelihood feature compositional domain generalization network from single-fault to unseen multi-component compound fault diagnosis across machines.
Adv. Eng. Informatics
Yumeng Zhu, Yanyang Zi, Mingquan Zhang, Jing Xu
2024 J jnl
A Fractional Exponential Power Bistable Stochastic Resonance Method for Rolling Bearing Weak Features Extraction.
IEEE Trans. Instrum. Meas.
Jin Chen, Xiaoguang Zhang, Zhenyi Chen, Yanyang Zi, Yang Chen, Zhen Shi
2024 J jnl
A synchronization-induced cross-modal contrastive learning strategy for fault diagnosis of electromechanical systems under semi-supervised learning with current signal.
Expert Syst. Appl.
Qinyuan Luo, Jinglong Chen, Yanyang Zi, Jingsong Xie
2024 J jnl
DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Shi, Jinglong Chen, Yanyang Zi, Zhenyi Chen
2024 J jnl
PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain.
IEEE Trans. Ind. Informatics
Yumeng Zhu, Yanyang Zi, Jie Li, Jing Xu
2023 J jnl
A Heterogeneous Time-Tracking Fusion and Application to Health Evaluation of Aerospace Engines.
IEEE Trans. Instrum. Meas.
Zhenyi Chen, Yushan Gao, Yanyang Zi, Mingquan Zhang, Chen Li, Zhongmin Xiao
2023 — conf
A Stable Lifting Convolutional Autoencoder for Anomaly Detection of Turbopump Bearings of Liquid Rocket Engine.
ISSSR
Zhen Shi, Yanyang Zi, Jinglong Chen, Mingquan Zhang
2023 J jnl
A novel fault detection method for rotating machinery based on self-supervised contrastive representations.
Comput. Ind.
Zhe Yang, Yunwei Huang, Faisal Nazeer, Yanyang Zi, Gianluca Valentino, Chuan Li, Jianyu Long, Huiyu Huang
2023 J jnl
Causal Consistency Network: A Collaborative Multimachine Generalization Method for Bearing Fault Diagnosis.
IEEE Trans. Ind. Informatics
Jie Li, Yu Wang, Yanyang Zi, Haijun Zhang, Chen Li
2023 J jnl
Causal Disentanglement: A Generalized Bearing Fault Diagnostic Framework in Continuous Degradation Mode.
IEEE Trans. Neural Networks Learn. Syst.
Jie Li, Yu Wang, Yanyang Zi, Haijun Zhang, Zhiguo Wan
2022 J jnl
A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds.
IEEE Trans. Instrum. Meas.
Zhen Shi, Shuilong He, Jinglong Chen, Yanyang Zi
2022 J jnl
Discriminative Sparse Autoencoder for Gearbox Fault Diagnosis Toward Complex Vibration Signals.
IEEE Trans. Instrum. Meas.
Zhiqiang Zhang, Qingyu Yang, Yanyang Zi, Zongze Wu
2022 J jnl
Health Indicator Construction Method of Bearings Based on Wasserstein Dual-Domain Adversarial Networks Under Normal Data Only.
IEEE Trans. Ind. Electron.
Jie Li, Yanyang Zi, Yu Wang, Ying Yang
2022 J jnl
Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification.
IEEE Trans. Ind. Electron.
Zhe Yang, Jianyu Long, Yanyang Zi, Shaohui Zhang, Chuan Li
2022 — conf
Transfer Learning-based SAE-CNN for Industrial Data Processing in Multiple working Conditions Recognition.
ICPHM
Yumeng Zhu, Yanyang Zi, Jing Xu
2022 J jnl
Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions.
IEEE Trans. Neural Networks Learn. Syst.
Jie Li, Yu Wang, Yanyang Zi, Zhijie Zhang
2021 J jnl
A Bilateral Second-Order Synchrosqueezing Transform and Application to Vibration Monitoring of Aerospace Engine.
IEEE Trans. Instrum. Meas.
Zhenyi Chen, Yanyang Zi, Zhongmin Xiao, Yu Wang, Shun Qing
2021 J jnl
A Current Signal-Based Adaptive Semisupervised Framework for Bearing Faults Diagnosis in Drivetrains.
IEEE Trans. Instrum. Meas.
Jie Li, Yu Wang, Yanyang Zi, Xiaojie Sun, Ying Yang
2021 J jnl
A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation.
IEEE Trans. Instrum. Meas.
Zhen Shi, Jinglong Chen, Yanyang Zi, Zitong Zhou
2021 J jnl
Multi-scale and multi-pooling sparse filtering: A simple and effective representation learning method for intelligent fault diagnosis.
Neurocomputing
Zhiqiang Zhang, Qingyu Yang, Yanyang Zi
2020 J jnl
A Local Weighted Multi-Instance Multilabel Network for Fault Diagnosis of Rolling Bearings Using Encoder Signal.
IEEE Trans. Instrum. Meas.
Jie Li, Yu Wang, Yanyang Zi, Shan Jiang
2020 J jnl
Adaptive stochastic-filter-based failure prediction model for complex repairable systems under uncertainty conditions.
Reliab. Eng. Syst. Saf.
Yizhen Peng, Yu Wang, Jingsong Xie, Yanyang Zi
2019 J jnl
A Novel Underdetermined Blind Source Separation Method and Its Application to Source Contribution Quantitative Estimation.
Sensors
Jiantao Lu, Wei Cheng, Yanyang Zi
2019 J jnl
An Enhanced Trace Ratio Linear Discriminant Analysis for Fault Diagnosis: An Illustrated Example Using HDD Data.
IEEE Trans. Instrum. Meas.
Ang Yang, Yu Wang, Yanyang Zi, Tommy W. S. Chow
2019 J jnl
Intelligent Diagnosis of V-Type Marine Diesel Engines Based on Multifeatures Extracted From Instantaneous Crankshaft Speed.
IEEE Trans. Instrum. Meas.
Mingquan Zhang, Yanyang Zi, Linkai Niu, Songtao Xi, Yiqing Li
2019 — conf
Lithium-ion Battery SOH Estimation and Fault Diagnosis with Missing Data.
I2MTC
Ang Yang, Yu Wang, Kowk Leung Tsui, Yanyang Zi
2019 J jnl
Switching State-Space Degradation Model With Recursive Filter/Smoother for Prognostics of Remaining Useful Life.
IEEE Trans. Ind. Informatics
Yizhen Peng, Yu Wang, Yanyang Zi
2018 J jnl
A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique.
IEEE Access
Jing Zhou, Ying Yang, Steven X. Ding, Yanyang Zi, Muheng Wei
2018 J jnl
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification.
IEEE Trans. Ind. Electron.
Jun Pan, Yanyang Zi, Jinglong Chen, Zitong Zhou, Biao Wang
2017 J jnl
Dynamic reliability assessment and prediction for repairable systems with interval-censored data.
Reliab. Eng. Syst. Saf.
Yizhen Peng, Yu Wang, Yanyang Zi, Kwok-Leung Tsui, Chuhua Zhang
2017 J jnl
Hyper-parameter optimization based nonlinear multistate deterioration modeling for deterioration level assessment and remaining useful life prognostics.
Reliab. Eng. Syst. Saf.
Gaige Chen, Jinglong Chen, Yanyang Zi, Huihui Miao
2016 J jnl
A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem.
IEEE Trans. Ind. Informatics
Yu Wang, Yizhen Peng, Yanyang Zi, Xiaohang Jin, Kwok-Leung Tsui
2016 — conf
Fault diagnosis from visualization perspective using stream statistics.
I2MTC
Ang Yang, Yu Wang, Yanyang Zi, Jinglong Chen, Jun Pan, Yunsheng Liu
2016 C conf
Multi-domain description method for bearing fault recognition in varying speed condition.
IECON
Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen
2016 J jnl
Periodic Transients Separation Algorithm for Detecting Bearing Faults.
CoRR
Wangpeng He, Yin Ding, Yanyang Zi, Ivan W. Selesnick
2015 J jnl
An Enhanced Data Visualization Method for Diesel Engine Malfunction Classification Using Multi-Sensor Signals.
Sensors
Yiqing Li, Yu Wang, Yanyang Zi, Mingquan Zhang
2015 C conf
An integrated Bayesian approach to prognositics of the remaining useful life and its application on bearing degradation problem.
INDIN
Yu Wang, Yizhen Peng, Yanyang Zi, Xiaohang Jin, Kwok-Leung Tsui
2015 J jnl
Fault Detection of Rotation Machinery using Periodic Time-Frequency Sparsity.
CoRR
Yin Ding, Wangpeng He, Binqiang Chen, Yanyang Zi, Ivan W. Selesnick
2015 J jnl
Sparsity-based Algorithm for Detecting Faults in Rotating Machines.
CoRR
Wangpeng He, Yin Ding, Yanyang Zi, Ivan W. Selesnick
2014 J jnl
Rotating Machinery Fault Detection Based on Improved Ensemble Empirical mode Decomposition.
Adv. Data Sci. Adapt. Anal.
Lue Chen, Yanyang Zi, Zhengjia He, Yaguo Lei, Ge-Shi Tang
2013 J jnl
Customized Multiwavelets for Planetary Gearbox Fault Detection Based on Vibration Sensor Signals.
Sensors
Hailiang Sun, Yanyang Zi, Zhengjia He, Jing Yuan, Xiaodong Wang, Lue Chen
2011 J jnl
EEMD method and WNN for fault diagnosis of locomotive roller bearings.
Expert Syst. Appl.
Yaguo Lei, Zhengjia He, Yanyang Zi
2010 J jnl
A multidimensional hybrid intelligent method for gear fault diagnosis.
Expert Syst. Appl.
Yaguo Lei, Ming Jian Zuo, Zhengjia He, Yanyang Zi
2009 J jnl
Application of an intelligent classification method to mechanical fault diagnosis.
Expert Syst. Appl.
Yaguo Lei, Zhengjia He, Yanyang Zi
2008 J jnl
A new approach to intelligent fault diagnosis of rotating machinery.
Expert Syst. Appl.
Yaguo Lei, Zhengjia He, Yanyang Zi
2008 J jnl
Bearing condition monitoring based on shock pulse method and improved redundant lifting scheme.
Math. Comput. Simul.
Zhen Li, Zhengjia He, Yanyang Zi, Xuefeng Chen
2005 — conf
Hybrid Intelligent Forecasting Model Based on Empirical Mode Decomposition, Support Vector Regression and Adaptive Linear Neural Network.
ICNC (2)
Zhengjia He, Qiao Hu, Yanyang Zi, Zhousuo Zhang, Xuefeng Chen