Title :
PID controller design for nonlinear oscillative plants using piecewise linear neural network
Author :
Dolezel, Petr ; Rozsival, Pavel ; Mariska, Martin ; Havlicek, Libor
Author_Institution :
Fac. of Electr. Eng. & Inf., Univ. of Pardubice, Pardubice, Czech Republic
Abstract :
The paper presents recently introduced algorithm for PID controller tuning using pole assignment technique and piecewise-linear neural network. After the technique introduction, there is performed control simulation which proves, that this technique can be used to control of oscillative nonlinear systems.
Keywords :
control system synthesis; neurocontrollers; nonlinear control systems; piecewise linear techniques; pole assignment; process control; three-term control; PID controller design; PID controller tuning; nonlinear oscillative plant; oscillative nonlinear system; piecewise linear neural network; pole assignment; Process control; artificial neural network; nonlinear oscillative plants; process control;
Conference_Titel :
Process Control (PC), 2013 International Conference on
Conference_Location :
Strbske Pleso
Print_ISBN :
978-1-4799-0926-1
DOI :
10.1109/PC.2013.6581376