Xiaosheng Si

63 papers Journal 59Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A dual-purpose data-model interactive framework for multi-sensor selection and prognosis.
Reliab. Eng. Syst. Saf.
Huiqin Li, Zhengxin Zhang, Xiaosheng Si
2025 J jnl
A survey on few-shot learning for remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Renpeng Mo, Han Zhou, Hongpeng Yin, Xiaosheng Si
2025 J jnl
Adaptive Remaining Useful Life Prediction Based on a System-Level Variable Structure Degradation Model.
IEEE Trans. Instrum. Meas.
Xiangyu Wang, Xiaosheng Si, Xiaopeng Xi, Donghua Zhou
2025 J jnl
An Online Adaptive Multidegradation Model for Accurate Remaining Useful Life Prediction.
IEEE Trans. Reliab.
Zhijian Wang, Zhijie Li, Weibo Ren, Zhongxin Chen, Yanfeng Li, Lei Dong, Xiaosheng Si, Xin Fan
2025 J jnl
Analytical lifetime assessment method for compound degradation with stochastic process and negative jumps.
Comput. Ind. Eng.
Shihao Cao, Zhihua Wang, Qiong Wu, Xiangmin Ouyang, Xiaosheng Si, Chengrui Liu
2025 J jnl
Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups.
Knowl. Based Syst.
Bin Yang, Yaguo Lei, Naipeng Li, Xiang Li, Xiaosheng Si, Chuanhai Chen
2025 J jnl
Failure time analysis for compound degradation procedures involving linear path and negative jumps.
Reliab. Eng. Syst. Saf.
Shihao Cao, Zhihua Wang, Qiong Wu, Xiangmin Ouyang, Xiaosheng Si, Chengrui Liu
2025 J jnl
Remaining useful life prediction of lithium-ion battery with nonparametric degradation modeling and incomplete data.
Reliab. Eng. Syst. Saf.
Naipeng Li, Mingyang Wang, Yaguo Lei, Bin Yang, Xiang Li, Xiaosheng Si
2025 J jnl
Theoretical Analysis and Case Application of Intelligent Joint Predictive Ordering-Replacement Policy Driven by Real-Time Prognostics for IMU.
IEEE Trans. Consumer Electron.
Zhaoqiang Wang, Changhua Hu, Ziyang Zheng, Zhichao Feng, Xiaosheng Si, Huiying Wang
2024 J jnl
A nonparametric degradation modeling method for remaining useful life prediction with fragment data.
Reliab. Eng. Syst. Saf.
Naipeng Li, Mingyang Wang, Yaguo Lei, Xiaosheng Si, Bin Yang, Xiang Li
2024 J jnl
A prognostic model for multi-stage degraded equipment under zero life label combining CDBN and Bayesian bidirectional GRU.
Adv. Eng. Informatics
Hong Pei, Xiaosheng Si, Zhengxin Zhang, Dangbo Du, Changhua Hu, Xinlong Chang
2024 J jnl
An optimal condition-based maintenance policy for nonlinear stochastic degrading systems.
Reliab. Eng. Syst. Saf.
Zhengxin Zhang, Huiqin Li, Tianmei Li, Jianxun Zhang, Xiaosheng Si
2024 J jnl
Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Hong Pei, Xiaosheng Si, Tianmei Li, Zhengxin Zhang, Yaguo Lei
2024 J jnl
Unmeasurable flexible dynamics monitoring and tracking controller design for guidance and control system of hypersonic flight vehicle.
J. Frankl. Inst.
Xiaoxiang Hu, Bing Xiao, Changhua Hu, Xiaosheng Si
2023 J jnl
A condition-based prognostic approach for age- and state-dependent partially observable nonlinear degrading system.
Reliab. Eng. Syst. Saf.
Zhenan Pang, Tianmei Li, Hong Pei, Xiaosheng Si
2023 J jnl
A lifetime estimation method for multi-component degrading systems with deteriorating spare parts.
Reliab. Eng. Syst. Saf.
Zhengxin Zhang, Jianxun Zhang, Dangbo Du, Tianmei Li, Xiaosheng Si
2023 J jnl
A multi-phase Wiener process-based degradation model with imperfect maintenance activities.
Reliab. Eng. Syst. Saf.
Jie Ma, Li Cai, Guobo Liao, Hongpeng Yin, Xiaosheng Si, Peng Zhang
2023 J jnl
DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation.
IEEE Trans. Instrum. Meas.
Qiang Liu, Yijie Zhang, Xiaosheng Si, Zizhu Fan
2023 J jnl
Deep multisource parallel bilinear-fusion network for remaining useful life prediction of machinery.
Reliab. Eng. Syst. Saf.
Yuan Wang, Yaguo Lei, Naipeng Li, Tao Yan, Xiaosheng Si
2023 J jnl
Prognosis for stochastic degrading systems with massive data: A data-model interactive perspective.
Reliab. Eng. Syst. Saf.
Tianmei Li, Hong Pei, Xiaosheng Si, Yaguo Lei
2023 J jnl
Remaining useful life estimation for two-phase nonlinear degradation processes.
Reliab. Eng. Syst. Saf.
Changhua Hu, Yuanxing Xing, Dangbo Du, Xiaosheng Si, Jianxun Zhang
2022 J jnl
An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System.
IEEE CAA J. Autom. Sinica
Zhenan Pang, Xiaosheng Si, Changhua Hu, Zhengxin Zhang
2022 J jnl
Prognostics based on the generalized diffusion process with parameters updated by a sequential Bayesian method.
Sci. China Inf. Sci.
Hong Pei, Xiaosheng Si, Changhua Hu, Jianxun Zhang, Dangbo Du, Zhenan Pang, Shengfei Zhang
2021 J jnl
A Bayesian Inference for Remaining Useful Life Estimation by Fusing Accelerated Degradation Data and Condition Monitoring Data.
Reliab. Eng. Syst. Saf.
Zhenan Pang, Xiaosheng Si, Changhua Hu, Dangbo Du, Hong Pei
2021 — conf
A Bearing Remaining Useful Life Prediction Method based on Inception-Resnet Module and Attention Mechanism.
CAA SAFEPROCESS
Renpeng Mo, Tianmei Li, Xu Zhu, Xiaosheng Si, Hanxiao Mu, Baokui Yang
2021 — conf
A New Missing Data Generation Method Based on An Improved DCGAN With Application to RUL Prediction.
CAA SAFEPROCESS
Shengfei Zhang, Tianmei Li, Xiaosheng Si, Changhua Hu, Hao Zhang, Yuzhe Ma
2021 J jnl
A joint order-replacement policy for deteriorating components with reliability constraint.
Sci. China Inf. Sci.
Xiaosheng Si, Changhua Hu, Tianmei Li, Qi Zhang
2021 — conf
A remaining life prediction method based on semi-random filter considering model uncertainty.
CAA SAFEPROCESS
Xu Zhu, Xiaosheng Si, Renpeng Mo, Changhua Hu, Tianmei Li
2021 J jnl
Online remaining-useful-life estimation with a Bayesian-updated expectation-conditional-maximization algorithm and a modified Bayesian-model-averaging method.
Sci. China Inf. Sci.
Yong Yu, Xiaosheng Si, Changhua Hu, Jian-Fei Zheng, Jianxun Zhang
2021 J jnl
Optimal replacement of degrading components: a control-limit policy.
Sci. China Inf. Sci.
Xiaosheng Si, Tianmei Li, Qi Zhang
2021 — conf
Sneak circuit analysis considering component performance degradation under digital twin model.
CAA SAFEPROCESS
Yuzhe Ma, Tianmei Li, Xiaosheng Si, Changhua Hu, Shengfei Zhang, Hao Zhang
2020 J jnl
A Novel Degradation Modeling and Prognostic Framework for Closed-Loop Systems With Degrading Actuator.
IEEE Trans. Ind. Electron.
Xiaosheng Si, Ziqiang Ren, Xiaoxiang Hu, Changhua Hu, Quan Shi
2020 J jnl
A Sequential Bayesian Updated Wiener Process Model for Remaining Useful Life Prediction.
IEEE Access
Tianmei Li, Hong Pei, Zhenan Pang, Xiaosheng Si, Jian-Fei Zheng
2020 J jnl
Averaged Bi-LSTM networks for RUL prognostics with non-life-cycle labeled dataset.
Neurocomputing
Yong Yu, Changhua Hu, Xiaosheng Si, Jian-Fei Zheng, Jian-Xun Zhang
2020 J jnl
Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions.
Reliab. Eng. Syst. Saf.
Tao Yan, Yaguo Lei, Biao Wang, Tianyu Han, Xiaosheng Si, Naipeng Li
2020 J jnl
NHPP Testability Growth Model Considering Testability Growth Effort, Rectifying Delay, and Imperfect Correction.
IEEE Access
Tianmei Li, Xiaosheng Si, Zonghao Yang, Hong Pei, Yuzhe Ma
2020 J jnl
Prognostics for Linear Stochastic Degrading Systems With Survival Measurements.
IEEE Trans. Ind. Electron.
Xiaosheng Si, Tian-Mei Li, Qi Zhang, Changhua Hu
2020 J jnl
Remaining Useful Life Prediction Based on an Adaptive Inverse Gaussian Degradation Process With Measurement Errors.
IEEE Access
Xudan Chen, Xinli Sun, Xiaosheng Si, Guodong Li
2020 J jnl
Remaining Useful Life Prediction Under Imperfect Prior Degradation Information.
IEEE Access
Wan Changhao, Zhiguo Liu, Shengjin Tang, Xiaoyan Sun, Xiaosheng Si
2019 J jnl
A General Stochastic Degradation Modeling Approach for Prognostics of Degrading Systems With Surviving and Uncertain Measurements.
IEEE Trans. Reliab.
Xiaosheng Si, Tianmei Li, Qi Zhang
2019 J jnl
A Note on Parameters Estimation for Nonlinear Wiener Processes With Measurement Errors.
IEEE Access
Shengjin Tang, Chuanqiang Yu, Xiaoyan Sun, Hongdong Fan, Xiaosheng Si
2019 J jnl
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures.
Neural Comput.
Yong Yu, Xiaosheng Si, Changhua Hu, Jianxun Zhang
2019 J jnl
An Adaptive Prognostic Approach for Newly Developed System With Three-Source Variability.
IEEE Access
Xi Wang, Changhua Hu, Xiaosheng Si, Jian-Fei Zheng, Hong Pei, Yong Yu, Ziqiang Ren
2019 J jnl
An Adaptive Remaining Useful Life Estimation Approach for Newly Developed System Based on Nonlinear Degradation Model.
IEEE Access
Xi Wang, Changhua Hu, Xiaosheng Si, Zhenan Pang, Ziqiang Ren
2019 J jnl
Lifetime Estimation for Multi-Phase Deteriorating Process with Random Abrupt Jumps.
Sensors
Jianxun Zhang, Xiaosheng Si, Dangbo Du, Chen Hu, Changhua Hu
2019 J jnl
Modified Bayesian D-Optimality for Accelerated Degradation Test Design With Model Uncertainty.
IEEE Access
Yong Yu, Changhua Hu, Xiaosheng Si, Jianxun Zhang
2019 J jnl
Nonlinear Step-Stress Accelerated Degradation Modeling and Remaining Useful Life Estimation Considering Multiple Sources of Variability.
IEEE Access
Zhenan Pang, Changhua Hu, Xiaosheng Si, Jianxun Zhang, Dangbo Du, Hong Pei
2019 J jnl
Remaining Useful Life Prediction for Nonlinear Degraded Equipment With Bivariate Time Scales.
IEEE Access
Hong Pei, Changhua Hu, Xiaosheng Si, Jian-Fei Zheng, Qi Zhang, Zhengxin Zhang, Zhenan Pang
2019 J jnl
Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model.
Reliab. Eng. Syst. Saf.
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Linkan Bian, Xiaosheng Si
2019 J jnl
Robust Sliding Mode-Based Learning Control for MIMO Nonlinear Nonminimum Phase System in General Form.
IEEE Trans. Cybern.
Xiaoxiang Hu, Changhua Hu, Xiaosheng Si, Yang Zhao
2019 J jnl
State-of-Health Estimation for Lithium-Ion Batteries Based on Wiener Process With Modeling the Relaxation Effect.
IEEE Access
Xiaodong Xu, Chuanqiang Yu, Shengjin Tang, Xiaoyan Sun, Xiaosheng Si, Lifeng Wu
2018 J jnl
A multi-stage Wiener process-based prognostic model for equipment considering the influence of imperfect maintenance activities.
J. Intell. Fuzzy Syst.
Hong Pei, Xiaosheng Si, Changhua Hu, Zhaoqiang Wang, Dangbo Du, Zhenan Pang
2018 J jnl
An Optimal Condition-Based Replacement Method for Systems With Observed Degradation Signals.
IEEE Trans. Reliab.
Xiaosheng Si, Tianmei Li, Qi Zhang, Xiaoxiang Hu
2018 J jnl
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods.
Eur. J. Oper. Res.
Zhengxin Zhang, Xiaosheng Si, Changhua Hu, Yaguo Lei
2017 J jnl
A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction.
IEEE Trans. Neural Networks Learn. Syst.
Xiaowei Feng, Xiangyu Kong, Hongguang Ma, Xiaosheng Si
2017 J jnl
Degradation Data-Driven Remaining Useful Life Estimation in the Absence of Prior Degradation Knowledge.
J. Control. Sci. Eng.
Yong Yu, Changhua Hu, Xiaosheng Si, Jianxun Zhang
2017 J jnl
Stochastic degradation process modeling and remaining useful life estimation with flexible random-effects.
J. Frankl. Inst.
Zhengxin Zhang, Changhua Hu, Xiaosheng Si, Jianxun Zhang, Jian-Fei Zheng
2014 J jnl
A case study of remaining storage life prediction using stochastic filtering with the influence of condition monitoring.
Reliab. Eng. Syst. Saf.
Zhaoqiang Wang, Chang-Hua Hu, Wenbin Wang, Zhi-Jie Zhou, Xiaosheng Si
2013 J jnl
A State-Space-Based Prognostic Model for Hidden and Age-Dependent Nonlinear Degradation Process.
IEEE Trans Autom. Sci. Eng.
Lei Feng, Hongli Wang, Xiaosheng Si, Hongxing Zou
2013 J jnl
A maintenance optimization model for mission-oriented systems based on Wiener degradation.
Reliab. Eng. Syst. Saf.
Chiming Guo, Wenbin Wang, Bo Guo, Xiaosheng Si
2013 J jnl
Concurrent Fault Diagnosis for Rotating Machinery Based on Vibration Sensors.
Int. J. Distributed Sens. Networks
Qing-Hua Zhang, Qin Hu, Guo Xi Sun, Xiaosheng Si, Aisong Qin
2011 J jnl
Study on an intelligent fault-tolerant technique for multiple satellite configured navigation under highly dynamic conditions.
Sci. China Inf. Sci.
Shicheng Wang, Xin Zhao, Haibo Min, Zhiguo Liu, Xiaosheng Si
2010 J jnl
Fault prediction model based on evidential reasoning approach.
Sci. China Inf. Sci.
Xiaosheng Si, Changhua Hu, Zhi-Jie Zhou