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Correlation analysis of technological processes relative to controlled product parameters

https://doi.org/10.51955/2312-1327-2025-1-6

Abstract

The correlation analysis method is not limited to finding the closeness of the relationship between the studied parameters. Sometimes it is supplemented by the compilation of regression equations, which are a description of the correlation relationship between the resulting and factorial features. This approach is called the correlation and regression analysis method.
This article devoted to the study of the processes of manufacturing industrial products shows the expansion of the possibilities and practical applicability of correlation and regression analysis methods to establish the relationship and interdependence of technological process parameters in order to increase quality control of finished products.

About the Authors

N. S. Khersonsky
SOYUZCERT LLC
Russian Federation

Nikolai S. Khersonsky, candidate of technical sciences,
General Director
7, building 30, Viktorenko St., Moscow, 125167, Russia



L. G. Bolshedvorskaya
Moscow State Technical University of Civil Aviation
Russian Federation

Ludmila G. Bolshedvorskaya, Doctor of Technical Sciences, Professor
20, Kronshtadtsky blvd, Moscow, 125493, Russia



References

1. Beshelev F. G., Gurvich F. G. (1980). Mathematical and statistical methods of expert assessments. 2nd ed., pererab. and add. Moscow: Statistics, 1980. 263 p. (In Russian)

2. Chistyakov S. P., Pavlov Yu. L., Stafeev S. V., Kharin V. N. (1998). Modeling the decision-making process when choosing statistical analysis methods. Research Report No. 97-01-00554. Russian Foundation for Basic Research. 1998.

3. Efremov N. Yu. (2020). Application of regression analysis to study the effect of technological parameters on polymer filling quality indicators. Izvestia Samara Scientific Center of the Russian Academy of Sciences. 22-4(96): 81-85. (In Russian)

4. Girilovich N. V., Dovgopolaya G. V. (2021). The use of statistical methods in the analysis of inconsistencies of inappropriate products in the production process. Casting and metallurgy. 3: 40-45.

5. Grigorieva T. A., Tolubaev V. N. (2018). Correlation and regression analysis of technological parameters. Systems. Methods. Technology. 3(39): 57-61. (In Russian)

6. Kalugin Yu. B. (2020). The use of correlation analysis to determine the size of the control step in process control. Special equipment and technologies of transport. 7(45): 29-32. (In Russian)

7. Kherson N. S. (2011). Statistical methods in the tasks of management of the development, design, production and maintenance of products for various purposes. Moscow: "Eco-Press", 2011. 336 p. (In Russian)

8. Kume H. (1990). Statistical methods for quality improvement. Moscow: Finance and Statistics. 1990. 304 p. (In Russian)

9. Nadgerieva D. A., Dzgoev A. E. (2009). Processing information on the number of failures of electric power systems using regression analysis. Engineering solutions. 6(16): 18-23. (In Russian)

10. Sachs L. Statistical evaluation. Moscow: Statistics. 1976. 598 p. (In Russian)

11. Terentyev P. V. (1960). Further development of the correlation galaxy method. Application of mathematical methods in biology. 27-36. (In Russian)

12. Terentyev V. P. (1959). Method of correlation pleiads. Bulletin of Leningrad State University. 9: 137-141.

13. Tishaninov N. P., Anashkin A. V. (2019). Method of determining the quality criteria of the technological process. Science in Central Russia. 3(39): 48-55.

14. Venetsky, I. G., Venetskaya V. I. (1974). Basic mathematical and statistical concepts and formulas in economic analysis. Moscow: Statistics. 1974. 61 p. (In Russian)

15. Vinichenko, A. V. (2023). Correlation Matrix for Complexly Structured Behavioral Factors and Process Parameters. Innovative Instrumentation. 2(4): 88-92. (In Russian)

16. Yashin S. N., Soldatova Yu. S. (2015). Assessment of the dependence of the sustainability of innovative development and the economic state of industrial enterprises based on correlation analysis. Financial analytics: problems and solutions. Risks, analysis and assessment. 10-18. (In Russian)


Review

For citations:


Khersonsky N.S., Bolshedvorskaya L.G. Correlation analysis of technological processes relative to controlled product parameters. Crede Experto: transport, society, education, language. 2025;(1):6-21. (In Russ.) https://doi.org/10.51955/2312-1327-2025-1-6

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