signature=909b3c3c15e8acec74b29577c2e6a236,Semi-Markov model of quality state changes of a selected ...

该研究探讨了运输系统运营质量评估与分析问题,针对H-M-E类型的社会技术系统,关注车辆操作者、设备和技术状态以及环境影响。通过系统运营质量概念,构建了评估模型,并定义了随机过程进行分析。实验中划分了四个系统运行状态,并利用马尔可夫链和半马尔可夫过程发展了状态变化模型。基于实测数据,确定了状态间的转换概率和过程边界分布,为不同类型交通系统的运营质量数学模型提供依据。

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EN

The study deals with the problems connected with evaluation and analysis of transport systems operational quality. The research object is a real, sociotechnical system (of the type H-M-E) whose functional quality is affected by: operators, equipment and technical state of he operated vehicles and the environmental impact. A scheme of an assessment model was built on the basis of a developed concept of a system operational quality and a random process was defined to be used for the analysis. The assessment process involves investigating the variability degree of properties included in the resultant model in a given time and determining whether and to what degree the obtained values meet the requirements of the system appropriate operational quality. On the basis of the above assumptions and in result of experimental tests, four qualitative states of a transport system functioning, which represent intervals of values of the obtained grades in given time moments, were distinguished. The study presents a model of system operation qualitative state changes developed with the use of Markov chain inserted into a certain semi-Markov process. A graph and a matrix for probability of transition between the states were created and boundary distributions of the process were determined on the basis of experimentally obtained data. A system of equations was determined for the distinguished Markov chain, on the basis of which a mathematical model for assessment and control of operational quality of selected types of transport systems will be built.

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