Changing the pulse duration of a PWM as a means of improving the quality of the ACS regulation using ANN

Author:

Dementev D A,Pomogaev A S,Krasnenko D M,Shtylenko A S

Abstract

Abstract This paper investigates the influence of the pulse width modulator on the quality of the automatic control system. The approach to the study of ACS using real technical means of automation has been described. A comprehensive study using different structures of neuron connections of the neuroregulator is carried out. The dynamics of changes of quality indicators of the ACS regulation when the object parameters change towards increasing and decreasing inertia is considered together with it. The research results for each of the configurations are plotted. The values of the control quality parameters are tabulated for further comparison of the configurations’ efficiency.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference8 articles.

1. Applying of modeling tools pack SimInTech in the engineering personnel preparation for the energy sector;ShcherbatovI,2020

2. Some results of the use of artificial neural networks as an automatic control system regulator;Sabanin,2017

3. Development and implementation of regulators based on artificial neural networks in the process of training specialists in automated control systems;MezinS,2020

4. Use of modern information technologies to improve energy efficiency of thermal power plant operation;Arakelyan;Journal of Physics: Conference Series,2017

5. Using the method of error backward propagation for the parametric adaptation of the stepper neuroregulator;Sabanin;Young scientist,2018

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