Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems
A hierarchical method of mathematical and computer modeling of interval-stochastic thermal processes in complex electronic systems for various purposes is developed. The developed concept of hierarchical structuring reflects both the constructive hierarchy of a complex electronic system and the hier...
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| Format: | Article |
| Language: | Russian |
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Institute of Computer Science
2019-08-01
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| Series: | Компьютерные исследования и моделирование |
| Subjects: | |
| Online Access: | http://crm.ics.org.ru/uploads/crmissues/crm_2019_4/2019_04_04.pdf |
| _version_ | 1818537274740047872 |
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| author | Alexander Georgievitch Madera |
| author_facet | Alexander Georgievitch Madera |
| author_sort | Alexander Georgievitch Madera |
| collection | DOAJ |
| description | A hierarchical method of mathematical and computer modeling of interval-stochastic thermal processes in complex electronic systems for various purposes is developed. The developed concept of hierarchical structuring reflects both the constructive hierarchy of a complex electronic system and the hierarchy of mathematical models of heat exchange processes. Thermal processes that take into account various physical phenomena in complex electronic systems are described by systems of stochastic, unsteady, and nonlinear partial differential equations and, therefore, their computer simulation encounters considerable computational difficulties even with the use of supercomputers. The hierarchical method avoids these difficulties. The hierarchical structure of the electronic system design, in general, is characterized by five levels: Level 1 - the active elements of the ES (microcircuits, electro-radio-elements); Level 2 - electronic module; Level 3 - a panel that combines a variety of electronic modules; Level 4 - a block of panels; Level 5 - stand installed in a stationary or mobile room. The hierarchy of models and modeling of stochastic thermal processes is constructed in the reverse order of the hierarchical structure of the electronic system design, while the modeling of interval-stochastic thermal processes is carried out by obtaining equations for statistical measures. The hierarchical method developed in the article allows to take into account the principal features of thermal processes, such as the stochastic nature of thermal, electrical and design factors in the production, assembly and installation of electronic systems, stochastic scatter of operating conditions and the environment, non-linear temperature dependencies of heat exchange factors, unsteady nature of thermal processes. The equations obtained in the article for statistical measures of stochastic thermal processes are a system of 14 non-stationary nonlinear differential equations of the first order in ordinary derivatives, whose solution is easily implemented on modern computers by existing numerical methods. The results of applying the method for computer simulation of stochastic thermal processes in electron systems are considered. The hierarchical method is applied in practice for the thermal design of real electronic systems and the creation of modern competitive devices. |
| first_indexed | 2024-12-11T18:48:40Z |
| format | Article |
| id | doaj.art-6d09d63c7ed7440393320774f98f9688 |
| institution | Directory Open Access Journal |
| issn | 2076-7633 2077-6853 |
| language | Russian |
| last_indexed | 2024-12-11T18:48:40Z |
| publishDate | 2019-08-01 |
| publisher | Institute of Computer Science |
| record_format | Article |
| series | Компьютерные исследования и моделирование |
| spelling | doaj.art-6d09d63c7ed7440393320774f98f96882022-12-22T00:54:22ZrusInstitute of Computer ScienceКомпьютерные исследования и моделирование2076-76332077-68532019-08-0111461363010.20537/2076-7633-2019-11-4-613-6302823Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systemsAlexander Georgievitch MaderaA hierarchical method of mathematical and computer modeling of interval-stochastic thermal processes in complex electronic systems for various purposes is developed. The developed concept of hierarchical structuring reflects both the constructive hierarchy of a complex electronic system and the hierarchy of mathematical models of heat exchange processes. Thermal processes that take into account various physical phenomena in complex electronic systems are described by systems of stochastic, unsteady, and nonlinear partial differential equations and, therefore, their computer simulation encounters considerable computational difficulties even with the use of supercomputers. The hierarchical method avoids these difficulties. The hierarchical structure of the electronic system design, in general, is characterized by five levels: Level 1 - the active elements of the ES (microcircuits, electro-radio-elements); Level 2 - electronic module; Level 3 - a panel that combines a variety of electronic modules; Level 4 - a block of panels; Level 5 - stand installed in a stationary or mobile room. The hierarchy of models and modeling of stochastic thermal processes is constructed in the reverse order of the hierarchical structure of the electronic system design, while the modeling of interval-stochastic thermal processes is carried out by obtaining equations for statistical measures. The hierarchical method developed in the article allows to take into account the principal features of thermal processes, such as the stochastic nature of thermal, electrical and design factors in the production, assembly and installation of electronic systems, stochastic scatter of operating conditions and the environment, non-linear temperature dependencies of heat exchange factors, unsteady nature of thermal processes. The equations obtained in the article for statistical measures of stochastic thermal processes are a system of 14 non-stationary nonlinear differential equations of the first order in ordinary derivatives, whose solution is easily implemented on modern computers by existing numerical methods. The results of applying the method for computer simulation of stochastic thermal processes in electron systems are considered. The hierarchical method is applied in practice for the thermal design of real electronic systems and the creation of modern competitive devices.http://crm.ics.org.ru/uploads/crmissues/crm_2019_4/2019_04_04.pdfstochasticthermal processstatistical measuresmathematical modelingelectronic systems |
| spellingShingle | Alexander Georgievitch Madera Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems Компьютерные исследования и моделирование stochastic thermal process statistical measures mathematical modeling electronic systems |
| title | Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems |
| title_full | Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems |
| title_fullStr | Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems |
| title_full_unstemmed | Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems |
| title_short | Hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems |
| title_sort | hierarchical method for mathematical modeling of stochastic thermal processes in complex electronic systems |
| topic | stochastic thermal process statistical measures mathematical modeling electronic systems |
| url | http://crm.ics.org.ru/uploads/crmissues/crm_2019_4/2019_04_04.pdf |
| work_keys_str_mv | AT alexandergeorgievitchmadera hierarchicalmethodformathematicalmodelingofstochasticthermalprocessesincomplexelectronicsystems |