E3S Web of Conferences (Jan 2024)
On the Issue of Automation of Processes during Scientific Research
Abstract
This article describes the elements of automation of processes during scientific research, describes experimental and laboratory equipment for obtaining experimental data on various experimental plans with elements of automation of the process of data collection and processing, as well as describes programs for electronic computers aimed at processing data obtained after experiments, both single-factor and multi-factor (according to the Boxing-Benkin plan). The use of these software packages accelerates the process of processing experimental data, evaluating the uniformity of variance according to the Cochran criterion, checking the significance of coefficients using the Student’s criterion, determining the coefficients of the regression equation, constructing the regression equation and allows to determine the adequacy or inadequacy of the resulting model based on the calculation results.