Work

Creation of a system for optimal control of the state of process equipment for phosphorus production

Year: 2024

Type: article

Abstract: The purpose of this work is to develop an intelligent system of optimal control of the technological process of yellow phosphorus production and a subsystem of operational diagnostics of the state of technological equipment. Methods of mathematical modelling, methods of experiment planning, methods of fuzzy modelling, methods of creation and training of neural networks and neural network algorithms were used in the course of research. On the basis of the performed research the following is proposed: a three-stage procedure for the development of intellectual or hybrid models of the object control process; synthesised intellectual model of optimal control of the process of electric smelting of phosphorite charge and investigated the intellectual models for adequacy, stability, unambiguity and sensitivity. The methodology of creation of subsystem of operative diagnostics of the state of process equipment as a part of ACSPP operating at NDFZ is offered.

Source: Mechanics and Technologies

DOI: 10.55956/jnpi2304

Authors: L.A. Sugurova, Zh.A. Issakulova, Zh.A. Sugur, M.B. Tolganbaeva

Institutions: Taraz State Pedagogical University, L. N. Gumilyov Eurasian National University, M.Auezov South Kazakhstan State University

Language: English

Topic: Industrial Technology and Control Systems

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: bronze

OpenAlex ID: W4408173614