DEVELOPMENT AND RESEARCH OF A NEURAL NETWORK AUTOTUNING UNIT FOR A PID CONTROLLER OF THE ENERGY FACILITIES AUTOMATED PROCESS CONTROL SYSTEM
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.
Keywords: neural network, autotuning, single-loop control system, PID-controller, modeling, control, automation, intelligent module, adaptive system