Open AccessINTELLECTUALIZATION OF THE PROCESSES OF MONITORING THE STATE OF THE MOBILE TECHNOLOGICAL COMPLEX OF MINE WATER TREATMENT
Author(s) -
Б. Б. Зобнин,
В. В. Кочетков
Publication year - 2021
Publication title -
asj
Language(s) - English
Resource type - Journals
ISSN - 2707-9864
DOI - 10.31618/asj.2707-9864.2021.1.46.80
Subject(s) - intellectualization , process (computing) , stability (learning theory) , identification (biology) , computer science , parametric statistics , variance (accounting) , process engineering , data mining , engineering , mathematics , statistics , machine learning , psychology , botany , accounting , business , psychotherapist , biology , operating system
The research is aimed at solving some problems of controlling the processes of monitoring the process of mine water purification by mobile technological complexes with variations in its costs and physical and chemical characteristics. The initial data are the results of discrete and continuous monitoring of the characteristics of the treated water and the technological mode of reagent-free water treatment by a mobile technological complex. The analysis of the problems that arise when choosing the observation procedures necessary to solve the problem of predicting a non-stationary random process with varying mathematical expectation, variance, and the type of distribution laws itself is performed. To ensure the stability of the water treatment process in the statistical sense, a procedure for parametric identification of the predictive model from a limited sample is proposed. The requirements for monitoring the quality of process management at the upper hierarchical level of the mine water treatment management system are formulated.