Open AccessDevelopment of a model of an agent identifying the noise signal in a ball drum mill
Author(s) -
Ivan Kirillov,
I N Morozov,
В.Н. Богатиков,
P.M. Murashev
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1047/1/012148
Subject(s) - drum , matlab , noise (video) , mill , computer science , ball (mathematics) , control theory (sociology) , control engineering , signal (programming language) , engineering , mechanical engineering , artificial intelligence , control (management) , mathematics , programming language , mathematical analysis , image (mathematics) , operating system
This work is devoted to the topical issue of identifying the noise signal arising during the operation of a ball drum mill. An approach to the development of a model of an agent identifying a given noise signal is presented. Having a sufficiently large number of measurements of the parameters of the technological process, the relationship between noise and all the quantities influencing it was derived in the form of a system of linear equations. For the analysis of expert data, a model in the MatLab environment, the Simulink simulation application was developed. This model is a model of the agent for estimating the noise of the mill, which can then be used to analyze the state of the lining, regulate the operation of the mill, or make predictions with predictive control.