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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Markov decision process and reinforcement learning for intelligent operation and maintenance
智能 马尔可夫 决策过程 强化学习
2023/4/28
本次讲座主要针对智能运维中的建模优化问题。首先基于前期研究，我将讨论基于马尔可夫决策过程的有限周期的视情维护策略。考虑二元件系统以及系统元件的退化过程具有随机相关性，用二元伽马过程来描述系统退化过程。系统元件服从周期性检测，当元件的退化程度超过预防性维护阈值时，其会被替换。该维护问题可以表示成马尔可夫决策过程并可用动态规划来求解。不同于无限周期的维护策略，有限周期的最优策略是动态的，其在每次检测都...
12th International Conference on Computer System Design and Operation in the Railway and the other Transit Systems
12th International Conference Computer System Design Operation Railway Transit Systems
2009/10/16
The 12th International Conference on Computer SystemDesign and Operation in the Railway and other Transit Systems (COMPRAIL 2010) will be held in Beijing.The meeting provides a forum for engineer...
MATHEMATICAL MODELING AND SIMULATION OF PHOTOVOLTAIC CONVERTER OPERATION WHEN VARYING DIFFERENT PARAMETERS
photovoltaic cell photovoltaic field solar radiation
2010/1/11
The paper presents a method of mathematical modelling of a solar converter
using the results of full-scale testing. The advantages of analytical modelling method
applied to photovoltaic systems are ...