Yizhen Peng

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 15

Top Topics

Doubly Stochastic

Multiple Hypotheses

Gaussian Process Regression

Failure Detection

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Publications

Yizhen Peng, Ran Bi, Yu Wang
Regime-Switching Model With Adaptive Adjustments for Degradation Prognosis. IEEE Trans. Instrum. Meas. 72 (2023)
Yu Wang, Qiufa Liu, Wenjian Lu, Yizhen Peng
A general time-varying Wiener process for degradation modeling and RUL estimation under three-source variability. Reliab. Eng. Syst. Saf. 232 (2023)
Wanjun Hou, Yizhen Peng
Adaptive ensemble gaussian process regression-driven degradation prognosis with applications to bearing degradation. Reliab. Eng. Syst. Saf. 239 (2023)
Xusheng Chen, Wanjun Hou, Yizhen Peng
Degradation Modelling and Remaining Useful Life Prediction Methods Based on Time Series Generative Prediction Networks. NCAA (2) (2023)
Yizhen Peng, Yu Wang, Yimin Shao
New Data Augmentation-Driven RUL Prognosis Approach for Cumulative Damage Model Using Incomplete Observations. IEEE Trans. Instrum. Meas. 71 (2022)
Jinsong Yang, Yizhen Peng, Jingsong Xie, Pengxi Wang
Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification. Sensors 22 (12) (2022)
Yizhen Peng, Yu Wang, Guochao Wang, Kwok-Leung Tsui
Doubly Stochastic Cumulative Damage Model for RUL Prediction of HDDs in Uncertain Operating Environments. IEEE Trans. Ind. Electron. 68 (9) (2021)
Yu Wang, Yizhen Peng, Tommy W. S. Chow
Adaptive Particle Filter-Based Approach for RUL Prediction Under Uncertain Varying Stresses With Application to HDD. IEEE Trans. Ind. Informatics 17 (9) (2021)
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)
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)
Yu Wang, Shan Jiang, Long He, Yizhen Peng, Tommy W. S. Chow
Hard Disk Drives Failure Detection Using A Dynamic Tracking Method. INDIN (2019)
Yizhen Peng, Yu Wang, Tommy W. S. Chow
Adaptive Remaining Useful Lifetime Prediction of Magnetic Head under Varying Stress Conditions. INDIN (2019)
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)
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)
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)