9 月:课题组论文 “Modeling two-scale degradation with heterogeneity: a unified random-effects inverse Gaussian framework” 被 IISE Transactions 选为 Featured Article。
8 月:课题组论文 “Fault diagnosis of electromagnetic valve based on Bayesian optimization and two-layer long short-term memory neural network” 被 Quality and Reliability Engineering International 接受。
5 月:课题组论文 “Bayesian group LASSO for high-dimensional stochastic frontiers analysis” 被 Statistical Theory and Related Fields 接受。
4 月:课题组论文 “A bivariate Wiener degradation model with partially random scale weights” 被 Reliability Engineering & System Safety 接受。
3 月:课题组论文 “A hierarchical Bayesian multivariate Wiener process model with dependent degradation rates and volatilities” 被 IEEE Transactions on Reliability 接受。
2 月:课题组论文 “Modeling two-scale degradation with heterogeneity: a unified random-effects inverse Gaussian framework” 被 IISE Transactions 接受。
1 月:课题组论文 “From Statistical Modeling to AI-Integrated Inverse Gaussian Process: A Comprehensive Review for Prognostics and Health Management” 被 Engineering Management 接受。
12 月:课题组论文 “An online Bayesian framework for identifying latent system degradation states” 被 IEEE Transactions on Reliability 接受。
12 月:课题组专著《随机退化过程与统计建模》出版(入选统计与数据科学丛书,科学出版社)。
10 月:祝贺硕士生汪任兵获得 国家奖学金。
10 月:祝贺硕士生柳李嘉、王娟、陈桢获得第八届全国应用统计专业学位研究生案例大赛 全国二等奖。
10 月:祝贺庄亮亮博士荣获长三角科学道德和学风建设论坛——研究生 “创新实践之星” 荣誉称号。
10 月:课题组论文 “A robust Bayesian framework for degradation state identification in the presence of outliers” 被 Naval Research Logistics 接受。
9 月:课题组论文 “Recursive Bayesian prediction of remaining useful life for gamma degradation process under conjugate priors” 被 Scandinavian Journal of Statistics 接受。
9 月:课题组论文 “Strategic integration of adaptive sampling and ensemble techniques in federated learning for aircraft engine remaining useful life prediction” 入选 ESI 高被引论文。
8 月:课题组论文 “Efficient Bayesian reliability assessment for step-stress accelerated Wiener degradation model” 被 Reliability Engineering & System Safety 接受。
4 月:课题组论文 “Strategic integration of adaptive sampling and ensemble techniques in federated learning for aircraft engine remaining useful life prediction” 被 Applied Soft Computing 接受。
10 月:课题组论文 “Bayesian identification of system states in presence of measurement error” 获得第六届系统可靠性与安全工程国际会议(SRSE 2024)最佳论文奖。
9 月:课题组论文 “Multivariate reparameterized inverse Gaussian processes with common effects for degradation-based reliability prediction” 被 Journal of Quality Technology 接受。
8 月:祝贺周世荣博士获批 国家自然科学基金青年项目。
7 月:课题组论文 “A Multivariate Student-t process model for dependent tail-weighted degradation data” 被 IISE Transactions 接受。
6 月:课题组论文 “Remaining useful life prediction for two-phase degradation model based on reparameterized inverse Gaussian process” 被 European Journal of Operational Research 接受。
2 月:课题组论文 “A prognostic driven predictive maintenance framework based on Bayesian deep learning” 入选 ESI 热点论文。