Open AccessDEVELOPMENT AND RESEARCH OF A NEURAL NETWORK AUTOTUNING UNIT FOR A PID CONTROLLER OF THE ENERGY FACILITIES AUTOMATED PROCESS CONTROL SYSTEM
Author(s) -
Ivan Shcherbatov,
V.A. Artushin,
Aleksey N. Dolgushev,
Mei Mei
Publication year - 2021
Publication title -
informatika i sistemy upravleniâ
Language(s) - English
Resource type - Journals
eISSN - 1814-2419
pISSN - 1814-2400
DOI - 10.22250/isu.2021.68.71-83
Subject(s) - pid controller , artificial neural network , control engineering , control system , controller (irrigation) , process (computing) , control theory (sociology) , computer science , process control , unit (ring theory) , control (management) , engineering , artificial intelligence , temperature control , mathematics , operating system , agronomy , mathematics education , electrical engineering , biology
An adaptive control system based on a neural network autotuning unit has been developed. A method for training a neural network for an autotuning block has been examined. A comparison between a control system with a PID-controller and a control system with a PID controller and an autotuning unit has been made.