Fault prediction model based on evidential reasoning approach. - XiaoSheng Si; Changhua Hu; Zhi-Jie Zhou 001 (Sci. China Inf. Sci., 2010)

System reliability prediction model based on evidential reasoning algorithm with nonlinear optimization. - Chang-Hua Hu; Xiao-Sheng Si; Jian-Bo Yang (Expert Syst. Appl., 2010)

Dynamic evidential reasoning algorithm for systems reliability prediction. - Chang-Hua Hu; Xiao-Sheng Si; Jian-Bo Yang (Int. J. Syst. Sci., 2010)

Study on an intelligent fault-tolerant technique for multiple satellite configured navigation under highly dynamic conditions. - Shicheng Wang; Xin Zhao; Haibo Min; Zhiguo Liu; XiaoSheng Si (Sci. China Inf. Sci., 2011)

Remaining useful life estimation - A review on the statistical data driven approaches. - Xiao-Sheng Si; Wenbin Wang 002; Chang-Hua Hu; Dong-Hua Zhou (Eur. J. Oper. Res., 2011)

On the dynamic evidential reasoning algorithm for fault prediction. - Xiao-Sheng Si; Chang-Hua Hu; Jian-Bo Yang; Qi Zhang 035 (Expert Syst. Appl., 2011)

A New Prediction Model Based on Belief Rule Base for System's Behavior Prediction. - Xiao-Sheng Si; Chang-Hua Hu; Jian-Bo Yang; Zhi-Jie Zhou 001 (IEEE Trans. Fuzzy Syst., 2011)

Online Updating With a Probability-Based Prediction Model Using Expectation Maximization Algorithm for Reliability Forecasting. - Chang-Hua Hu; Xiao-Sheng Si; Jian-Bo Yang; Zhi-Jie Zhou 001 (IEEE Trans. Syst. Man Cybern. Part A, 2011)

Remaining Useful Life Estimation Based on a Nonlinear Diffusion Degradation Process. - Xiao-Sheng Si; Wenbin Wang 002; Chang-Hua Hu; Dong-Hua Zhou; Michael G. Pecht (IEEE Trans. Reliab., 2012)

Specifying measurement errors for required lifetime estimation performance. - Xiao-Sheng Si; Mao-Yin Chen; Wenbin Wang 002; Chang-Hua Hu; Dong-Hua Zhou (Eur. J. Oper. Res., 2013)

A degradation path-dependent approach for remaining useful life estimation with an exact and closed-form solution. - Xiao-Sheng Si; Wenbin Wang 002; Mao-Yin Chen; Chang-Hua Hu; Dong-Hua Zhou (Eur. J. Oper. Res., 2013)

Concurrent Fault Diagnosis for Rotating Machinery Based on Vibration Sensors. - Qing-Hua Zhang; Qin Hu 002; Guo Xi Sun; Xiaosheng Si; Aisong Qin (Int. J. Distributed Sens. Networks, 2013)

A maintenance optimization model for mission-oriented systems based on Wiener degradation. - Chiming Guo; Wenbin Wang 002; Bo Guo; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2013)

A State-Space-Based Prognostic Model for Hidden and Age-Dependent Nonlinear Degradation Process. - Lei Feng; Hongli Wang; Xiaosheng Si; Hongxing Zou (IEEE Trans Autom. Sci. Eng., 2013)

Remaining Useful Life Estimation for Systems with Time-varying Mean and Variance of Degradation Processes. - Jian-xun Zhang 001; Chang-Hua Hu; Xiao-Sheng Si; Zhi-Jie Zhou 001; Dang-bo Du (Qual. Reliab. Eng. Int., 2014)

A case study of remaining storage life prediction using stochastic filtering with the influence of condition monitoring. - Zhaoqiang Wang; Chang-Hua Hu; Wenbin Wang 002; Zhi-Jie Zhou 001; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2014)

A Generalized Result for Degradation Model-Based Reliability Estimation. - Xiao-Sheng Si; Donghua Zhou (IEEE Trans Autom. Sci. Eng., 2014)

A Residual Storage Life Prediction Approach for Systems With Operation State Switches. - Xiao-Sheng Si; Chang-Hua Hu; Xiangyu Kong; Dong-Hua Zhou (IEEE Trans. Ind. Electron., 2014)

Estimating Remaining Useful Life With Three-Source Variability in Degradation Modeling. - Xiao-Sheng Si; Wenbin Wang 002; Chang-Hua Hu; Dong-Hua Zhou (IEEE Trans. Reliab., 2014)

An Additive Wiener Process-Based Prognostic Model for Hybrid Deteriorating Systems. - Zhaoqiang Wang; Chang-Hua Hu; Wenbin Wang 002; Xiao-Sheng Si (IEEE Trans. Reliab., 2014)

An Adaptive Prognostic Approach via Nonlinear Degradation Modeling: Application to Battery Data. - Xiao-Sheng Si (IEEE Trans. Ind. Electron., 2015)

A Prognostic-Information-Based Order-Replacement Policy for a Non-Repairable Critical System in Service. - Zhaoqiang Wang; Wenbin Wang 002; Chang-Hua Hu; Xiao-Sheng Si; Wei Zhang (IEEE Trans. Reliab., 2015)

An Age- and State-Dependent Nonlinear Prognostic Model for Degrading Systems. - Zhengxin Zhang; Xiao-Sheng Si; Chang-Hua Hu (IEEE Trans. Reliab., 2015)

Planning Repeated Degradation Testing for Products With Three-Source Variability. - Zhengxin Zhang; Xiao-Sheng Si; Chang-Hua Hu; Qi Zhang 035; Tian-Mei Li 001; Cong-Qi Xu (IEEE Trans. Reliab., 2016)

A Nonlinear Prognostic Model for Degrading Systems With Three-Source Variability. - Jian-Fei Zheng; Xiao-Sheng Si; Chang-Hua Hu; Zhengxin Zhang; Wei Jiang (IEEE Trans. Reliab., 2016)

Stochastic degradation process modeling and remaining useful life estimation with flexible random-effects. - Zhengxin Zhang; Changhua Hu; Xiaosheng Si; Jianxun Zhang 001; Jian-Fei Zheng (J. Frankl. Inst., 2017)

Degradation Data-Driven Remaining Useful Life Estimation in the Absence of Prior Degradation Knowledge. - Yong Yu 013; Changhua Hu; Xiaosheng Si; Jianxun Zhang 001 (J. Control. Sci. Eng., 2017)

Lifetime prognostics for deteriorating systems with time-varying random jumps. - Jian-Xun Zhang 001; Chang-Hua Hu; Xiao He 001; Xiao-Sheng Si; Yang Liu 099; Dong-Hua Zhou (Reliab. Eng. Syst. Saf., 2017)

An Integrated Reliability Estimation Approach With Stochastic Filtering and Degradation Modeling for Phased-Mission Systems. - Xiao-Sheng Si; Chang-Hua Hu; Qi Zhang 035; Tian-Mei Li 001 (IEEE Trans. Cybern., 2017)

A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. - Xiaowei Feng; Xiangyu Kong; Hongguang Ma 001; Xiaosheng Si (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Prognostic Model for Stochastic Degrading Systems With State Recovery: Application to Li-Ion Batteries. - Zhengxin Zhang; Xiao-Sheng Si; Chang-Hua Hu; Michael G. Pecht (IEEE Trans. Reliab., 2017)

Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods. - Zhengxin Zhang; Xiaosheng Si; Changhua Hu; Yaguo Lei (Eur. J. Oper. Res., 2018)

A multi-stage Wiener process-based prognostic model for equipment considering the influence of imperfect maintenance activities. - Hong Pei; Xiaosheng Si; Changhua Hu; Zhaoqiang Wang; Dangbo Du; Zhenan Pang (J. Intell. Fuzzy Syst., 2018)

Estimating Remaining Useful Life for Degrading Systems with Large Fluctuations. - Dang-Bo Du; Jian-Xun Zhang 001; Zhi-Jie Zhou 001; Xiao-Sheng Si; Chang-Hua Hu (J. Control. Sci. Eng., 2018)

Specification analysis of the deteriorating sensor for required lifetime prognostic performance. - Jian-Xun Zhang 001; Xiao-Sheng Si; Dang-Bo Du; Chang-Hua Hu (Microelectron. Reliab., 2018)

An Optimal Condition-Based Replacement Method for Systems With Observed Degradation Signals. - Xiaosheng Si; Tianmei Li 001; Qi Zhang 035; Xiaoxiang Hu (IEEE Trans. Reliab., 2018)

Nonlinear Step-Stress Accelerated Degradation Modeling and Remaining Useful Life Estimation Considering Multiple Sources of Variability. - Zhenan Pang; Changhua Hu; Xiaosheng Si; Jianxun Zhang 001; Dangbo Du; Hong Pei (IEEE Access, 2019)

Remaining Useful Life Prediction for Nonlinear Degraded Equipment With Bivariate Time Scales. - Hong Pei; Changhua Hu; Xiaosheng Si; Jian-Fei Zheng; Qi Zhang 035; Zhengxin Zhang; Zhenan Pang (IEEE Access, 2019)

A Note on Parameters Estimation for Nonlinear Wiener Processes With Measurement Errors. - Shengjin Tang; Chuanqiang Yu; Xiaoyan Sun 005; Hongdong Fan; Xiaosheng Si (IEEE Access, 2019)

An Adaptive Remaining Useful Life Estimation Approach for Newly Developed System Based on Nonlinear Degradation Model. - Xi Wang; Changhua Hu; Xiaosheng Si; Zhenan Pang; Ziqiang Ren (IEEE Access, 2019)

An Adaptive Prognostic Approach for Newly Developed System With Three-Source Variability. - Xi Wang; Changhua Hu; Xiaosheng Si; Jian-Fei Zheng; Hong Pei; Yong Yu 013; Ziqiang Ren (IEEE Access, 2019)

State-of-Health Estimation for Lithium-Ion Batteries Based on Wiener Process With Modeling the Relaxation Effect. - Xiaodong Xu 005; Chuanqiang Yu; Shengjin Tang; Xiaoyan Sun 005; Xiaosheng Si; Lifeng Wu (IEEE Access, 2019)

Modified Bayesian D-Optimality for Accelerated Degradation Test Design With Model Uncertainty. - Yong Yu 013; Changhua Hu; Xiaosheng Si; Jianxun Zhang 001 (IEEE Access, 2019)

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures. - Yong Yu 013; Xiaosheng Si; Changhua Hu; Jianxun Zhang 001 (Neural Comput., 2019)

Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model. - Naipeng Li; Nagi Gebraeel; Yaguo Lei; Linkan Bian; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2019)

Lifetime Estimation for Multi-Phase Deteriorating Process with Random Abrupt Jumps. - Jianxun Zhang 001; Xiaosheng Si; Dangbo Du; Chen Hu; Changhua Hu (Sensors, 2019)

Robust Sliding Mode-Based Learning Control for MIMO Nonlinear Nonminimum Phase System in General Form. - Xiaoxiang Hu; Changhua Hu; Xiaosheng Si; Yang Zhao (IEEE Trans. Cybern., 2019)

A General Stochastic Degradation Modeling Approach for Prognostics of Degrading Systems With Surviving and Uncertain Measurements. - Xiaosheng Si; Tianmei Li 001; Qi Zhang 035 (IEEE Trans. Reliab., 2019)

A Novel Lifetime Estimation Method for Two-Phase Degrading Systems. - Jian-Xun Zhang 001; Chang-Hua Hu; Xiao He 001; Xiao-Sheng Si; Yang Liu 099; Dong-Hua Zhou (IEEE Trans. Reliab., 2019)

An Adaptive Prognostic Approach Incorporating Inspection Influence for Deteriorating Systems. - Zhengxin Zhang; Xiao-Sheng Si; Chang-Hua Hu; Xiaoxiang Hu; Guo Xi Sun (IEEE Trans. Reliab., 2019)

Remaining Useful Life Prediction Under Imperfect Prior Degradation Information. - Wan Changhao; Zhiguo Liu; Shengjin Tang; Xiaoyan Sun 005; Xiaosheng Si (IEEE Access, 2020)

Remaining Useful Life Prediction Based on an Adaptive Inverse Gaussian Degradation Process With Measurement Errors. - Xudan Chen; Xinli Sun; Xiaosheng Si; Guodong Li (IEEE Access, 2020)

Machinery Fault Diagnosis Scheme Using Redefined Dimensionless Indicators and mRMR Feature Selection. - Qin Hu 002; Xiao-Sheng Si; Aisong Qin; Yunrong Lv; Qing-Hua Zhang (IEEE Access, 2020)

Fault Diagnosis Based on Multi-Scale Redefined Dimensionless Indicators and Density Peak Clustering With Geodesic Distances. - Qin Hu 002; Qi Zhang 035; Xiao-Sheng Si; Aisong Qin; Qing-Hua Zhang (IEEE Access, 2020)

A Sequential Bayesian Updated Wiener Process Model for Remaining Useful Life Prediction. - Tianmei Li 001; Hong Pei; Zhenan Pang; Xiaosheng Si; Jian-Fei Zheng (IEEE Access, 2020)

NHPP Testability Growth Model Considering Testability Growth Effort, Rectifying Delay, and Imperfect Correction. - Tianmei Li 001; Xiaosheng Si; Zonghao Yang; Hong Pei; Yuzhe Ma (IEEE Access, 2020)

Remaining Useful Life Prediction With Fusing Failure Time Data and Field Degradation Data With Random Effects. - Shengjin Tang; Xiaodong Xu 005; Chuanqiang Yu; Xiaoyan Sun 005; Hongdong Fan; Xiao-Sheng Si (IEEE Access, 2020)

Averaged Bi-LSTM networks for RUL prognostics with non-life-cycle labeled dataset. - Yong Yu 013; Changhua Hu; Xiaosheng Si; Jian-Fei Zheng; Jian-xun Zhang 001 (Neurocomputing, 2020)

Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions. - Tao Yan 004; Yaguo Lei; Biao Wang 004; Tianyu Han; Xiaosheng Si; Naipeng Li (Reliab. Eng. Syst. Saf., 2020)

A novel iterative approach of lifetime estimation for standby systems with deteriorating spare parts. - Jian-Xun Zhang 001; Xiao-Sheng Si; Dangbo Du; Chang-Hua Hu; Chen Hu (Reliab. Eng. Syst. Saf., 2020)

A Prognostic Model Based on DBN and Diffusion Process for Degrading Bearing. - Chang-Hua Hu; Hong Pei; Xiao-Sheng Si; Dang-Bo Du; Zhenan Pang; Xi Wang (IEEE Trans. Ind. Electron., 2020)

Prognostics for Linear Stochastic Degrading Systems With Survival Measurements. - Xiaosheng Si; Tian-Mei Li 001; Qi Zhang 035; Changhua Hu (IEEE Trans. Ind. Electron., 2020)

A Novel Degradation Modeling and Prognostic Framework for Closed-Loop Systems With Degrading Actuator. - Xiaosheng Si; Ziqiang Ren; Xiaoxiang Hu; Changhua Hu; Quan Shi (IEEE Trans. Ind. Electron., 2020)

Sneak circuit analysis considering component performance degradation under digital twin model. - Yuzhe Ma; Tianmei Li 001; Xiaosheng Si; Changhua Hu; Shengfei Zhang; Hao Zhang (CAA SAFEPROCESS, 2021)

A Bearing Remaining Useful Life Prediction Method based on Inception-Resnet Module and Attention Mechanism. - Renpeng Mo; Tianmei Li 003; Xu Zhu; Xiaosheng Si; Hanxiao Mu; Baokui Yang (CAA SAFEPROCESS, 2021)

A New Missing Data Generation Method Based on An Improved DCGAN With Application to RUL Prediction. - Shengfei Zhang; Tianmei Li 001; Xiaosheng Si; Changhua Hu; Hao Zhang; Yuzhe Ma (CAA SAFEPROCESS, 2021)

A remaining life prediction method based on semi-random filter considering model uncertainty. - Xu Zhu; Xiaosheng Si; Renpeng Mo; Changhua Hu; Tianmei Li 003 (CAA SAFEPROCESS, 2021)

A joint order-replacement policy for deteriorating components with reliability constraint. - Xiaosheng Si; Changhua Hu; Tianmei Li 001; Qi Zhang 035 (Sci. China Inf. Sci., 2021)

Optimal replacement of degrading components: a control-limit policy. - Xiaosheng Si; Tianmei Li 001; Qi Zhang 035 (Sci. China Inf. Sci., 2021)

Online remaining-useful-life estimation with a Bayesian-updated expectation-conditional-maximization algorithm and a modified Bayesian-model-averaging method. - Yong Yu 013; Xiaosheng Si; Changhua Hu; Jian-Fei Zheng; Jianxun Zhang 001 (Sci. China Inf. Sci., 2021)

An adaptive prognostics method for fusing CDBN and diffusion process: Application to bearing data. - Hong Pei; Xiao-Sheng Si; Chang-Hua Hu; Jian-Fei Zheng; Tianmei Li 001; Jianxun Zhang 001; Zhenan Pang (Neurocomputing, 2021)

A Bayesian Inference for Remaining Useful Life Estimation by Fusing Accelerated Degradation Data and Condition Monitoring Data. - Zhenan Pang; Xiaosheng Si; Changhua Hu; Dangbo Du; Hong Pei (Reliab. Eng. Syst. Saf., 2021)

Joint optimization of preventive maintenance and inventory management for standby systems with hybrid-deteriorating spare parts. - Jian-Xun Zhang 001; Dang-Bo Du; Xiao-Sheng Si; Chang-Hua Hu; Han-Wen Zhang (Reliab. Eng. Syst. Saf., 2021)

Prognostics Based on Stochastic Degradation Process: The Last Exit Time Perspective. - Jian-Xun Zhang 001; Dang-Bo Du; Xiao-Sheng Si; Yang Liu 099; Chang-Hua Hu (IEEE Trans. Reliab., 2021)

Prognostics based on the generalized diffusion process with parameters updated by a sequential Bayesian method. - Hong Pei; Xiaosheng Si; Changhua Hu; Jianxun Zhang 001; Dangbo Du; Zhenan Pang; Shengfei Zhang (Sci. China Inf. Sci., 2022)

An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System. - Zhenan Pang; Xiaosheng Si; Changhua Hu; Zhengxin Zhang (IEEE CAA J. Autom. Sinica, 2022)

Nonlinear degradation modeling and prognostics: A Box-Cox transformation perspective. - Xiao-Sheng Si; Tianmei Li 001; Jianxun Zhang 001; Yaguo Lei (Reliab. Eng. Syst. Saf., 2022)

Remaining useful life estimation for two-phase nonlinear degradation processes. - Changhua Hu; Yuanxing Xing; Dangbo Du; Xiaosheng Si; Jianxun Zhang 001 (Reliab. Eng. Syst. Saf., 2023)

A condition-based prognostic approach for age- and state-dependent partially observable nonlinear degrading system. - Zhenan Pang; Tianmei Li 003; Hong Pei; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2023)

Deep multisource parallel bilinear-fusion network for remaining useful life prediction of machinery. - Yuan Wang 011; Yaguo Lei; Naipeng Li; Tao Yan 004; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2023)

DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation. - Qiang Liu 018; Yijie Zhang; Xiaosheng Si; Zizhu Fan (IEEE Trans. Instrum. Meas., 2023)

Bayesian Deep-Learning-Based Prognostic Model for Equipment Without Label Data Related to Lifetime. - Hong Pei; Xiao-Sheng Si; Changhua Hu; Tianmei Li 001; Chuan He 003; Zhenan Pang (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A multi-phase Wiener process-based degradation model with imperfect maintenance activities. - Jie Ma; Li Cai; Guobo Liao; Hongpeng Yin; Xiaosheng Si; Peng Zhang (Reliab. Eng. Syst. Saf., 2023)

Prognosis for stochastic degrading systems with massive data: A data-model interactive perspective. - Tianmei Li 001; Hong Pei; Xiaosheng Si; Yaguo Lei (Reliab. Eng. Syst. Saf., 2023)

A lifetime estimation method for multi-component degrading systems with deteriorating spare parts. - Zhengxin Zhang; Jianxun Zhang 001; Dangbo Du; Tianmei Li 003; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2023)

A prognostic model for multi-stage degraded equipment under zero life label combining CDBN and Bayesian bidirectional GRU. - Hong Pei; Xiaosheng Si; Zhengxin Zhang; Dangbo Du; Changhua Hu; Xinlong Chang (Adv. Eng. Informatics, 2024)

Unmeasurable flexible dynamics monitoring and tracking controller design for guidance and control system of hypersonic flight vehicle. - Xiaoxiang Hu; Bing Xiao 001; Changhua Hu; Xiaosheng Si (J. Frankl. Inst., 2024)

A nonparametric degradation modeling method for remaining useful life prediction with fragment data. - Naipeng Li; Mingyang Wang; Yaguo Lei; Xiaosheng Si; Bin Yang 014; Xiang Li 018 (Reliab. Eng. Syst. Saf., 2024)

A Wiener-process-inspired semi-stochastic filtering approach for prognostics. - Xiao-Sheng Si; Huiqin Li; Zhengxin Zhang; Naipeng Li (Reliab. Eng. Syst. Saf., 2024)

An optimal condition-based maintenance policy for nonlinear stochastic degrading systems. - Zhengxin Zhang; Huiqin Li; Tianmei Li 003; Jianxun Zhang 001; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2024)

Remaining useful life prediction for stochastic degrading devices incorporating quantization. - Jian-Xun Zhang 001; Jia-Ling Zhang; Zheng-Xin Zhang; Tian-Mei Li 001; Xiao-Sheng Si (Reliab. Eng. Syst. Saf., 2024)

Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction. - Hong Pei; Xiaosheng Si; Tianmei Li 001; Zhengxin Zhang; Yaguo Lei (IEEE Trans. Neural Networks Learn. Syst., 2024)

Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups. - Bin Yang 014; Yaguo Lei; Naipeng Li; Xiang Li 018; Xiaosheng Si; Chuanhai Chen (Knowl. Based Syst., 2025)

Failure time analysis for compound degradation procedures involving linear path and negative jumps. - Shihao Cao; Zhihua Wang 004; Qiong Wu; Xiangmin Ouyang; Xiaosheng Si; Chengrui Liu (Reliab. Eng. Syst. Saf., 2025)

Remaining useful life prediction of lithium-ion battery with nonparametric degradation modeling and incomplete data. - Naipeng Li; Mingyang Wang; Yaguo Lei; Bin Yang 014; Xiang Li 018; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2025)

A dual-purpose data-model interactive framework for multi-sensor selection and prognosis. - Huiqin Li; Zhengxin Zhang; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2025)

A survey on few-shot learning for remaining useful life prediction. - Renpeng Mo; Han Zhou; Hongpeng Yin; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2025)

Adaptive Remaining Useful Life Prediction Based on a System-Level Variable Structure Degradation Model. - Xiangyu Wang; Xiaosheng Si; Xiaopeng Xi; Donghua Zhou (IEEE Trans. Instrum. Meas., 2025)