Development and application of distributed computing system in inverse problems of fracture mechanics
Introduction. When solving problems that require processing of a large amount of data, the problem of obtaining a solution in an acceptable time arises. One of the ways to implement a time-resource constraint is to split the entire amount of computing between several data centers. Therefore, to deve...
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| Format: | Article |
| Language: | Russian |
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Don State Technical University
2017-12-01
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| Series: | Advanced Engineering Research |
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| Online Access: | https://www.vestnik-donstu.ru/jour/article/view/187 |
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| author | Arkady N. Soloviev Pavel V. Vasiliev Lyubov A. Podkolzina |
| author_facet | Arkady N. Soloviev Pavel V. Vasiliev Lyubov A. Podkolzina |
| author_sort | Arkady N. Soloviev |
| collection | DOAJ |
| description | Introduction. When solving problems that require processing of a large amount of data, the problem of obtaining a solution in an acceptable time arises. One of the ways to implement a time-resource constraint is to split the entire amount of computing between several data centers. Therefore, to develop methods to improve the speed of computing systems and the effectiveness of their use is an important task. The paper deals with the development of a distributed computing system to provide solutions to inverse problems in the field of fracture mechanics. The work objectives are the design, and calculation and experimental justification of the system for solving an ad-hoc type of tasks. Such software packages as ANSYS, COMSOL, and FlexPDE are used in the work. Materials and Methods. A methodology is proposed that allows for the use of ordinary PCs as processing centers, rather than specialized machines with preinstalled hardware. The system does not impose any special requirements on the hardware. For the system operation, the communication between PCs is necessary. The availability of the high-quality high-speed network is desirable. This simplifies the process of the system deployment, and increases the productivity of the computing process. A finite element model with a large set of parameters is calculated. Research Results. New software is developed to provide solutions to inverse problems in the field of fracture mechanics. The opportunity to use the system for solving a wider range of tasks is realized. Special features of similar software are taken into account in order to increase resiliency and reduce costs not related to the problem solution. The system executing module performs calculations in a multithreaded mode. Therefore, the hardware capabilities of computing tools are used with maximum efficiency. Simplicity in organizing the format of data storage and transferring them over the network made it possible to achieve the most optimal utilization of the available resources. Discussion and Conclusions. The developed system of distributed computations is used in performing finite element modeling of the ultrasonic wave propagation in the wall of a tube with a thin outer coating. The system provides a backup of data. This made it possible to reduce the possible losses of design data when some components of the system fail. |
| format | Article |
| id | doaj-art-3524e300161a47c2aee50c1773cc5a48 |
| institution | DOAJ |
| issn | 2687-1653 |
| language | Russian |
| publishDate | 2017-12-01 |
| publisher | Don State Technical University |
| record_format | Article |
| series | Advanced Engineering Research |
| spelling | doaj-art-3524e300161a47c2aee50c1773cc5a482025-08-20T03:21:31ZrusDon State Technical UniversityAdvanced Engineering Research2687-16532017-12-01174899610.23947/1992-5980-2017-17-4-89-96187Development and application of distributed computing system in inverse problems of fracture mechanicsArkady N. Soloviev0Pavel V. Vasiliev1Lyubov A. Podkolzina2Don State Technical UniversityDon State Technical UniversityDon State Technical UniversityIntroduction. When solving problems that require processing of a large amount of data, the problem of obtaining a solution in an acceptable time arises. One of the ways to implement a time-resource constraint is to split the entire amount of computing between several data centers. Therefore, to develop methods to improve the speed of computing systems and the effectiveness of their use is an important task. The paper deals with the development of a distributed computing system to provide solutions to inverse problems in the field of fracture mechanics. The work objectives are the design, and calculation and experimental justification of the system for solving an ad-hoc type of tasks. Such software packages as ANSYS, COMSOL, and FlexPDE are used in the work. Materials and Methods. A methodology is proposed that allows for the use of ordinary PCs as processing centers, rather than specialized machines with preinstalled hardware. The system does not impose any special requirements on the hardware. For the system operation, the communication between PCs is necessary. The availability of the high-quality high-speed network is desirable. This simplifies the process of the system deployment, and increases the productivity of the computing process. A finite element model with a large set of parameters is calculated. Research Results. New software is developed to provide solutions to inverse problems in the field of fracture mechanics. The opportunity to use the system for solving a wider range of tasks is realized. Special features of similar software are taken into account in order to increase resiliency and reduce costs not related to the problem solution. The system executing module performs calculations in a multithreaded mode. Therefore, the hardware capabilities of computing tools are used with maximum efficiency. Simplicity in organizing the format of data storage and transferring them over the network made it possible to achieve the most optimal utilization of the available resources. Discussion and Conclusions. The developed system of distributed computations is used in performing finite element modeling of the ultrasonic wave propagation in the wall of a tube with a thin outer coating. The system provides a backup of data. This made it possible to reduce the possible losses of design data when some components of the system fail.https://www.vestnik-donstu.ru/jour/article/view/187распределенные вычислениягетерогенные системыконечно-элементное моделированиенеразрушающий контрольидентификация дефектовdistributed computingheterogeneous systemsfinite element modelingnon-destructive testingdefect identification |
| spellingShingle | Arkady N. Soloviev Pavel V. Vasiliev Lyubov A. Podkolzina Development and application of distributed computing system in inverse problems of fracture mechanics Advanced Engineering Research распределенные вычисления гетерогенные системы конечно-элементное моделирование неразрушающий контроль идентификация дефектов distributed computing heterogeneous systems finite element modeling non-destructive testing defect identification |
| title | Development and application of distributed computing system in inverse problems of fracture mechanics |
| title_full | Development and application of distributed computing system in inverse problems of fracture mechanics |
| title_fullStr | Development and application of distributed computing system in inverse problems of fracture mechanics |
| title_full_unstemmed | Development and application of distributed computing system in inverse problems of fracture mechanics |
| title_short | Development and application of distributed computing system in inverse problems of fracture mechanics |
| title_sort | development and application of distributed computing system in inverse problems of fracture mechanics |
| topic | распределенные вычисления гетерогенные системы конечно-элементное моделирование неразрушающий контроль идентификация дефектов distributed computing heterogeneous systems finite element modeling non-destructive testing defect identification |
| url | https://www.vestnik-donstu.ru/jour/article/view/187 |
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