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The use of information technology and mathematical modeling in the development of modes of aluminum alloyстатья
- Авторы: Samoylova Anastasia S., Britvina Valentina V., Bobrova Ekaterina O., Konyukhova Galina P., Altukhov Alexey V.
- Журнал: CEUR Workshop Proceedings
- Том: 2843
- Год издания: 2021
- Издательство: M. Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen
- Местоположение издательства: Aachen, Germany
- Аннотация: The work is devoted to the application of the correlation analysis method for the study of aluminum cast alloys; or rather, the relationship between the density of a substance and the concentration of chemical elements in it. The purpose of the work is to study the dependence of the density and concentration of chemical elements in aluminum alloys to establish patterns of growth and decrease in material density. The objective of the work is to determine by the correlation method t he presence of a relationship between the density and concentration of elements of chemical composition. The study was performed by the method of correlation analysis using modern software tools, with the help of which the dependencies between the physical parameters of alloys and their chemical properties were searched. The study made a number of important assumptions, detailed in the publication. As a result of the analysis, it was revealed for which metals in the alloys the values can be processed by the correlation method, and the corresponding point diagrams of the values were constructed. Additionally, the accuracy of the research results was determined by using manual and automatic methods. The study concluded that the density of aluminum alloys depends on the concentration of magnesium. It is shown that using the applied methodology it is possible to establish the accuracy correlation between variables and determine the priority of certain additives in the material. The publication is equipped with the necessary tables and figures, as well as detailed explanations for each stage of the study.
- Добавил в систему: Алтухов Алексей Валерьевич