Xiaosheng Si

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 47

Top Topics

Newly Developed

Measurement Errors

Partially Observable

Top Venues

Reliab. Eng. Syst. Saf.

Sci. China Inf. Sci.

CAA SAFEPROCESS

Publications

Hong Pei, Xiaosheng Si, Zhengxin Zhang, Dangbo Du, Changhua Hu, Xinlong Chang
A prognostic model for multi-stage degraded equipment under zero life label combining CDBN and Bayesian bidirectional GRU. Adv. Eng. Informatics 62 (2024)
Zhengxin Zhang, Huiqin Li, Tianmei Li, Jianxun Zhang, Xiaosheng Si
An optimal condition-based maintenance policy for nonlinear stochastic degrading systems. Reliab. Eng. Syst. Saf. 251 (2024)
Naipeng Li, Mingyang Wang, Yaguo Lei, Xiaosheng Si, Bin Yang, Xiang Li
A nonparametric degradation modeling method for remaining useful life prediction with fragment data. Reliab. Eng. Syst. Saf. 249 (2024)
Xiaoxiang Hu, Bing Xiao, Changhua Hu, Xiaosheng Si
Unmeasurable flexible dynamics monitoring and tracking controller design for guidance and control system of hypersonic flight vehicle. J. Frankl. Inst. 361 (2) (2024)
Zhengxin Zhang, Jianxun Zhang, Dangbo Du, Tianmei Li, Xiaosheng Si
A lifetime estimation method for multi-component degrading systems with deteriorating spare parts. Reliab. Eng. Syst. Saf. 238 (2023)
Jie Ma, Li Cai, Guobo Liao, Hongpeng Yin, Xiaosheng Si, Peng Zhang
A multi-phase Wiener process-based degradation model with imperfect maintenance activities. Reliab. Eng. Syst. Saf. 232 (2023)
Yuan Wang, Yaguo Lei, Naipeng Li, Tao Yan, Xiaosheng Si
Deep multisource parallel bilinear-fusion network for remaining useful life prediction of machinery. Reliab. Eng. Syst. Saf. 231 (2023)
Tianmei Li, Hong Pei, Xiaosheng Si, Yaguo Lei
Prognosis for stochastic degrading systems with massive data: A data-model interactive perspective. Reliab. Eng. Syst. Saf. 237 (2023)
Changhua Hu, Yuanxing Xing, Dangbo Du, Xiaosheng Si, Jianxun Zhang
Remaining useful life estimation for two-phase nonlinear degradation processes. Reliab. Eng. Syst. Saf. 230 (2023)
Zhenan Pang, Tianmei Li, Hong Pei, Xiaosheng Si
A condition-based prognostic approach for age- and state-dependent partially observable nonlinear degrading system. Reliab. Eng. Syst. Saf. 230 (2023)
Qiang Liu, Yijie Zhang, Xiaosheng Si, Zizhu Fan
DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation. IEEE Trans. Instrum. Meas. 72 (2023)
Zhenan Pang, Xiaosheng Si, Changhua Hu, Zhengxin Zhang
An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System. IEEE CAA J. Autom. Sinica 9 (5) (2022)
Hong Pei, Xiaosheng Si, Changhua Hu, Jianxun Zhang, Dang-Bo Du, Zhenan Pang, Shengfei Zhang
Prognostics based on the generalized diffusion process with parameters updated by a sequential Bayesian method. Sci. China Inf. Sci. 65 (6) (2022)
Yuzhe Ma, Tianmei Li, Xiaosheng Si, Changhua Hu, Shengfei Zhang, Hao Zhang
Sneak circuit analysis considering component performance degradation under digital twin model. CAA SAFEPROCESS (2021)
Xu Zhu, Xiaosheng Si, Renpeng Mo, Changhua Hu, Tianmei Li
A remaining life prediction method based on semi-random filter considering model uncertainty. CAA SAFEPROCESS (2021)
Renpeng Mo, Tianmei Li, Xu Zhu, Xiaosheng Si, Hanxiao Mu, Baokui Yang
A Bearing Remaining Useful Life Prediction Method based on Inception-Resnet Module and Attention Mechanism. CAA SAFEPROCESS (2021)
Yong Yu, Xiaosheng Si, Changhua Hu, Jian-Fei Zheng, Jianxun Zhang
Online remaining-useful-life estimation with a Bayesian-updated expectation-conditional-maximization algorithm and a modified Bayesian-model-averaging method. Sci. China Inf. Sci. 64 (1) (2021)
Xiaosheng Si, Changhua Hu, Tianmei Li, Qi Zhang
A joint order-replacement policy for deteriorating components with reliability constraint. Sci. China Inf. Sci. 64 (8) (2021)
Xiaosheng Si, Tianmei Li, Qi Zhang
Optimal replacement of degrading components: a control-limit policy. Sci. China Inf. Sci. 64 (10) (2021)
Shengfei Zhang, Tianmei Li, Xiaosheng Si, Changhua Hu, Hao Zhang, Yuzhe Ma
A New Missing Data Generation Method Based on An Improved DCGAN With Application to RUL Prediction. CAA SAFEPROCESS (2021)
Zhenan Pang, Xiaosheng Si, Changhua Hu, Dang-Bo Du, Hong Pei
A Bayesian Inference for Remaining Useful Life Estimation by Fusing Accelerated Degradation Data and Condition Monitoring Data. Reliab. Eng. Syst. Saf. 208 (2021)
Xiaosheng Si, Tian-Mei Li, Qi Zhang, Changhua Hu
Prognostics for Linear Stochastic Degrading Systems With Survival Measurements. IEEE Trans. Ind. Electron. 67 (4) (2020)
Xiaosheng Si, Ziqiang Ren, Xiaoxiang Hu, Changhua Hu, Quan Shi
A Novel Degradation Modeling and Prognostic Framework for Closed-Loop Systems With Degrading Actuator. IEEE Trans. Ind. Electron. 67 (11) (2020)
Tianmei Li, Xiaosheng Si, Zonghao Yang, Hong Pei, Yuzhe Ma
NHPP Testability Growth Model Considering Testability Growth Effort, Rectifying Delay, and Imperfect Correction. IEEE Access 8 (2020)
Yong Yu, Changhua Hu, Xiaosheng Si, Jian-Fei Zheng, Jian-xun Zhang
Averaged Bi-LSTM networks for RUL prognostics with non-life-cycle labeled dataset. Neurocomputing 402 (2020)
Tianmei Li, Hong Pei, Zhenan Pang, Xiaosheng Si, Jian-Fei Zheng
A Sequential Bayesian Updated Wiener Process Model for Remaining Useful Life Prediction. IEEE Access 8 (2020)
Wan Changhao, Zhiguo Liu, Shengjin Tang, Xiaoyan Sun, Xiaosheng Si
Remaining Useful Life Prediction Under Imperfect Prior Degradation Information. IEEE Access 8 (2020)
Tao Yan, Yaguo Lei, Biao Wang, Tianyu Han, Xiaosheng Si, Naipeng Li
Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions. Reliab. Eng. Syst. Saf. 202 (2020)
Xudan Chen, Xinli Sun, Xiaosheng Si, Guodong Li
Remaining Useful Life Prediction Based on an Adaptive Inverse Gaussian Degradation Process With Measurement Errors. IEEE Access 8 (2020)
Xiaoxiang Hu, Changhua Hu, Xiaosheng Si, Yang Zhao
Robust Sliding Mode-Based Learning Control for MIMO Nonlinear Nonminimum Phase System in General Form. IEEE Trans. Cybern. 49 (10) (2019)
Yong Yu, Xiaosheng Si, Changhua Hu, Jianxun Zhang
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures. Neural Comput. 31 (7) (2019)
Zhenan Pang, Changhua Hu, Xiaosheng Si, Jianxun Zhang, Dang-Bo Du, Hong Pei
Nonlinear Step-Stress Accelerated Degradation Modeling and Remaining Useful Life Estimation Considering Multiple Sources of Variability. IEEE Access 7 (2019)
Xiaodong Xu, Chuanqiang Yu, Shengjin Tang, Xiaoyan Sun, Xiaosheng Si, Lifeng Wu
State-of-Health Estimation for Lithium-Ion Batteries Based on Wiener Process With Modeling the Relaxation Effect. IEEE Access 7 (2019)
Jianxun Zhang, Xiaosheng Si, Dang-Bo Du, Chen Hu, Changhua Hu
Lifetime Estimation for Multi-Phase Deteriorating Process with Random Abrupt Jumps. Sensors 19 (6) (2019)
Hong Pei, Changhua Hu, Xiaosheng Si, Jian-Fei Zheng, Qi Zhang, Zhengxin Zhang, Zhenan Pang
Remaining Useful Life Prediction for Nonlinear Degraded Equipment With Bivariate Time Scales. IEEE Access 7 (2019)
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Linkan Bian, Xiaosheng Si
Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model. Reliab. Eng. Syst. Saf. 186 (2019)
Xi Wang, Changhua Hu, Xiaosheng Si, Zhenan Pang, Ziqiang Ren
An Adaptive Remaining Useful Life Estimation Approach for Newly Developed System Based on Nonlinear Degradation Model. IEEE Access 7 (2019)
Xi Wang, Changhua Hu, Xiaosheng Si, Jian-Fei Zheng, Hong Pei, Yong Yu, Ziqiang Ren
An Adaptive Prognostic Approach for Newly Developed System With Three-Source Variability. IEEE Access 7 (2019)
Yong Yu, Changhua Hu, Xiaosheng Si, Jianxun Zhang
Modified Bayesian D-Optimality for Accelerated Degradation Test Design With Model Uncertainty. IEEE Access 7 (2019)
Xiaosheng Si, Tianmei Li, Qi Zhang
A General Stochastic Degradation Modeling Approach for Prognostics of Degrading Systems With Surviving and Uncertain Measurements. IEEE Trans. Reliab. 68 (3) (2019)
Shengjin Tang, Chuanqiang Yu, Xiaoyan Sun, Hongdong Fan, Xiaosheng Si
A Note on Parameters Estimation for Nonlinear Wiener Processes With Measurement Errors. IEEE Access 7 (2019)
Xiaosheng Si, Tianmei Li, Qi Zhang, Xiaoxiang Hu
An Optimal Condition-Based Replacement Method for Systems With Observed Degradation Signals. IEEE Trans. Reliab. 67 (3) (2018)
Hong Pei, Xiaosheng Si, Changhua Hu, Zhaoqiang Wang, Dang-Bo Du, Zhenan Pang
A multi-stage Wiener process-based prognostic model for equipment considering the influence of imperfect maintenance activities. J. Intell. Fuzzy Syst. 34 (6) (2018)
Zhengxin Zhang, Xiaosheng Si, Changhua Hu, Yaguo Lei
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods. Eur. J. Oper. Res. 271 (3) (2018)
Xiaowei Feng, Xiangyu Kong, Hongguang Ma, Xiaosheng Si
A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. IEEE Trans. Neural Networks Learn. Syst. 28 (12) (2017)
Zhengxin Zhang, Changhua Hu, Xiaosheng Si, Jianxun Zhang, Jian-Fei Zheng
Stochastic degradation process modeling and remaining useful life estimation with flexible random-effects. J. Frankl. Inst. 354 (6) (2017)
Yong Yu, Changhua Hu, Xiaosheng Si, Jianxun Zhang
Degradation Data-Driven Remaining Useful Life Estimation in the Absence of Prior Degradation Knowledge. J. Control. Sci. Eng. 2017 (2017)
Zhaoqiang Wang, Chang-Hua Hu, Wenbin Wang, Zhi-Jie Zhou, Xiaosheng Si
A case study of remaining storage life prediction using stochastic filtering with the influence of condition monitoring. Reliab. Eng. Syst. Saf. 132 (2014)
Lei Feng, Hongli Wang, Xiaosheng Si, Hongxing Zou
A State-Space-Based Prognostic Model for Hidden and Age-Dependent Nonlinear Degradation Process. IEEE Trans Autom. Sci. Eng. 10 (4) (2013)
Qing-Hua Zhang, Qin Hu, Guo Xi Sun, Xiaosheng Si, Aisong Qin
Concurrent Fault Diagnosis for Rotating Machinery Based on Vibration Sensors. Int. J. Distributed Sens. Networks 9 (2013)
Chiming Guo, Wenbin Wang, Bo Guo, Xiaosheng Si
A maintenance optimization model for mission-oriented systems based on Wiener degradation. Reliab. Eng. Syst. Saf. 111 (2013)