APPLICATION OF ANFIS CONTROLLER BASED ON PID FOR NONLINEAR OBJECTS

  • Chu Đức Toàn
Keywords: Anfis controller; nonlinear object; PID controller; neural network; fuzzy - neurron.

Abstract

As we know in recent years, intelligent controllers such as Fuzzy, Neural Network, Fuzzy - Neural Network have been very interested in identifying and controlling nonlinear objects. Therefore, this paper addresses the application of PID-based Anfis controllers to industrial nonlinear objects. The paper presents some research results, designed Anfis controller to adjust the temperature of the continuous stirred reactor. The continuous stirred reactor is quite nonlinear, the nonlinearity is complicated to apply common control techniques in this case inefficient and difficult. The simulation results show the superiority of Anfis controller based on PID over other controllers, get good responses for the high accuracy indicated.

điểm /   đánh giá
Published
2020-05-11
Section
NATURAL SCIENCE – ENGINEERING – TECHNOLOGY