Conversion of the initial indices of the technological process of the smelting of steel for the subsequent simulation

Kozak L.Y.
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Efficiency of production directly depends on quality of the management of technology which, in turn, relies on the accuracy and efficiency of the processing of control and measuring information. Development of the mathematical methods of research of the system communications and regularities of functioning and creation of the mathematical models taking into account structural features of object of researches, and also writing of the software products for realization of these methods are an actual task. Practice has shown that the list of parameters that take place in the study of complex object of modern production, ranging from a few dozen to several hundred names, and the degree of influence of each factor in the initial time is not clear. Before working for the direct determination of the model in these circumstances, it is impossible — the amount of the required information may be too great, and most of the work on the collection of this information will be done in vain due to the fact that the degree of influence on the optimization of most factors of the original list would be negligible. Therefore, a necessary step in determining a model of a complex object is to work to reduce the dimension of the factor space. Most industrial plants are hierarchical group processes and mass volume production, characterized by hundreds of factors. (For an example of realization of the mathematical methods and the approbation of the constructed models data of the Moldavian steel works were taken in a basis.) To investigate the systemic linkages and patterns of functioning of such complex objects are usually chosen several informative parameters, and carried out their sampling. In this article the sequence of coercion of the initial indices of the technological process of the smelting of steel to the look suitable for creation of a mathematical model for the purpose of prediction is described. The implementations of new types became also creation of a basis for development of the system of automated management of quality of the production. In the course of weak correlation the following stages are selected: collection and the analysis of the basic data, creation of the table the correlated of the parameters, abbreviation of factor space by means of the correlative pleiads and a method of weight factors. The received results allow to optimize process of creation of the model of multiple-factor process.

Keywords: the steel melting, the initial data sheet, the correlation matrix, the correlative pleiads, the matrix of factors, the weight factors
Citation in English: Kozak L.Y. Conversion of the initial indices of the technological process of the smelting of steel for the subsequent simulation // Computer Research and Modeling, 2017, vol. 9, no. 2, pp. 187-199
Citation in English: Kozak L.Y. Conversion of the initial indices of the technological process of the smelting of steel for the subsequent simulation // Computer Research and Modeling, 2017, vol. 9, no. 2, pp. 187-199
DOI: 10.20537/2076-7633-2017-9-2-187-199
URL: http://crm-en.ics.org.ru/journal/article/2555/
Creative Commons License This work is licensed under a Creative Commons Attribution-NoDerivs 3.0 Unported License.
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