Development of Statistical Models of Systems and Automation Tools for Modeling and Forecasting Technological Processes
Valery I. Akimov, Aleksey V. Polukazakov, Sergey A. Zuev, Felix A. Desyatirikov · 2022 Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus) · 2022
The paper deals with the implementation of the tasks of digitalization of industrial enterprises. The main issues concern the development of statistical models. The management tasks have been solved based on modern information technologies. The results of the selection of statistical models of systems and automation tools for modeling and forecasting technological processes are presented. The result is presented in the form of information blocks. They solve both the problem of generating random numbers with a selected statistical model and the problem of statistical analysis of current technological processes. Methods and tools for creating an information product with the help of modern software and the C++ programming language are used. Programs of statistical means of functioning of the automation system for symmetric and asymmetric statistical models of the spread of the controlled parameter and models of the metrological spread of the means of control (evaluation) of the technological process are proposed.