首页|期刊导航|自动化学报(英文版)|State Estimation With Model Uncertainty Using Structure Variational Bayesian and Transfer Learning

State Estimation With Model Uncertainty Using Structure Variational Bayesian and Transfer LearningOA

State Estimation With Model Uncertainty Using Structure Variational Bayesian and Transfer Learning

Shuang Gao;Xiaoli Luan;Biao Huang;Shunyi Zhao;Fei Liu

Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education),the Institute of Automation,Jiangnan University,Wuxi 214122,ChinaKey Laboratory of Advanced Process Control for Light Industry (Ministry of Education),the Institute of Automation,Jiangnan University,Wuxi 214122,ChinaDepartment of Chemical and Materials Engineering,University of Alberta,Edmonton T6G 1H9,CanadaKey Laboratory of Advanced Process Control for Light Industry (Ministry of Education),the Institute of Automation,Jiangnan University,Wuxi 214122,ChinaKey Laboratory of Advanced Process Control for Light Industry (Ministry of Education),the Institute of Automation,Jiangnan University,Wuxi 214122,China

Markovian jump linear systemsparameter uncer-taintystate estimationstructure variational inferencetransfer learning

Markovian jump linear systemsparameter uncer-taintystate estimationstructure variational inferencetransfer learning

《自动化学报(英文版)》 2026 (3)

715-727,13

This work was supported by the National Natural Science Foundation of China(62503201),the Basic Research Program of Jiangsu(BK20251595),the China Postdoctoral Science Foundation(2025M771693),the Postdoctoral Fellowship Program of the China Postdoctoral Science Foundation(GZC20251168),and the Fundamental Research Funds for the Central Universities(JUSRP202501067).

10.1109/JAS.2025.125825

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