Cluster method of mathematical modeling of interval-stochastic thermal processes in electronic systems

Madera A.G.
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A cluster method of mathematical modeling of interval-stochastic thermal processes in complex electronic systems (ES), is developed. In the cluster method, the construction of a complex ES is represented in the form of a thermal model, which is a system of clusters, each of which contains a core that combines the heat-generating elements falling into a given cluster, the cluster shell and a medium flow through the cluster. The state of the thermal process in each cluster and every moment of time is characterized by three interval-stochastic state variables, namely, the temperatures of the core, shell, and medium flow. The elements of each cluster, namely, the core, shell, and medium flow, are in thermal interaction between themselves and elements of neighboring clusters. In contrast to existing methods, the cluster method allows you to simulate thermal processes in complex ESs, taking into account the uneven distribution of temperature in the medium flow pumped into the ES, the conjugate nature of heat exchange between the medium flow in the ES, core and shells of clusters, and the intervalstochastic nature of thermal processes in the ES, caused by statistical technological variation in the manufacture and installation of electronic elements in ES and random fluctuations in the thermal parameters of the environment. The mathematical model describing the state of thermal processes in a cluster thermal model is a system of interval-stochastic matrix-block equations with matrix and vector blocks corresponding to the clusters of the thermal model. The solution to the interval-stochastic equations are statistical measures of the state variables of thermal processes in clusters - mathematical expectations, covariances between state variables and variance. The methodology for applying the cluster method is shown on the example of a real ES.

Keywords: mathematical modeling, thermal model, cluster, electronic system, stochastic, thermal process, statistical measures, mathematical expectations, covariances, variances
Citation in English: Madera A.G. Cluster method of mathematical modeling of interval-stochastic thermal processes in electronic systems // Computer Research and Modeling, 2020, vol. 12, no. 5, pp. 1023-1038
Citation in English: Madera A.G. Cluster method of mathematical modeling of interval-stochastic thermal processes in electronic systems // Computer Research and Modeling, 2020, vol. 12, no. 5, pp. 1023-1038
DOI: 10.20537/2076-7633-2020-12-5-1023-1038
URL: http://crm-en.ics.org.ru/journal/article/2981/
Creative Commons License This work is licensed under a Creative Commons Attribution-NoDerivs 3.0 Unported License.

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