Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools

The paper presents a method of interpolating bifactorial experimental data with the aim of extending the results over the entire domain defined by the independent variables. This approach can be used in determining the optimum mineral casting mixes for a given application. Mechanical properties such...

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Main Authors: Ciupan Mihai, Popa Marcel, Ciupan Emilia
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:MATEC Web of Conferences
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2019/48/matecconf_mtem2019_05009.pdf
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spelling doaj-73575f15af974ec1912e95191722f7882021-02-02T07:26:09ZengEDP SciencesMATEC Web of Conferences2261-236X2019-01-012990500910.1051/matecconf/201929905009matecconf_mtem2019_05009Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–toolsCiupan MihaiPopa MarcelCiupan EmiliaThe paper presents a method of interpolating bifactorial experimental data with the aim of extending the results over the entire domain defined by the independent variables. This approach can be used in determining the optimum mineral casting mixes for a given application. Mechanical properties such as stiffness, ultimate tensile strength, yield strength and Poisson's coefficient can be improved.The paper describes the implementation of a radial basis function (RBF) algorithm in a MATLAB program for the interpolation of data, plotting of the results and the identification of the maximum dependent variable and the independent variables that correspond to it. It also provides the source code for the program along with explanations regarding its use. RBF interpolations can be used successfully in response surface methodology to generate approximations of the studied variables based on the experimental results. The program can be extended to work on any number of input and output variables.https://www.matec-conferences.org/articles/matecconf/pdf/2019/48/matecconf_mtem2019_05009.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Ciupan Mihai
Popa Marcel
Ciupan Emilia
spellingShingle Ciupan Mihai
Popa Marcel
Ciupan Emilia
Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
MATEC Web of Conferences
author_facet Ciupan Mihai
Popa Marcel
Ciupan Emilia
author_sort Ciupan Mihai
title Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
title_short Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
title_full Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
title_fullStr Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
title_full_unstemmed Method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
title_sort method and program for the interpolation of experimental results of determining the mechanical properties of mineral composites for modern machine–tools
publisher EDP Sciences
series MATEC Web of Conferences
issn 2261-236X
publishDate 2019-01-01
description The paper presents a method of interpolating bifactorial experimental data with the aim of extending the results over the entire domain defined by the independent variables. This approach can be used in determining the optimum mineral casting mixes for a given application. Mechanical properties such as stiffness, ultimate tensile strength, yield strength and Poisson's coefficient can be improved.The paper describes the implementation of a radial basis function (RBF) algorithm in a MATLAB program for the interpolation of data, plotting of the results and the identification of the maximum dependent variable and the independent variables that correspond to it. It also provides the source code for the program along with explanations regarding its use. RBF interpolations can be used successfully in response surface methodology to generate approximations of the studied variables based on the experimental results. The program can be extended to work on any number of input and output variables.
url https://www.matec-conferences.org/articles/matecconf/pdf/2019/48/matecconf_mtem2019_05009.pdf
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AT ciupanemilia methodandprogramfortheinterpolationofexperimentalresultsofdeterminingthemechanicalpropertiesofmineralcompositesformodernmachinetools
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