Title :
A simulation of PLC-based self-tuning PI - fuzzy logic controller for DC motor
Author :
Arrofiq, Muhammad ; Saad, Nordin
Author_Institution :
Electrical and Electronics Engineering, Department, Universiti Teknologi, PETRONAS, Bandar Seri Iskandar, 31750 Tronoh, Perak, Malaysia
Abstract :
This paper presents simulation of a PLC-based self-tuning PI-fuzzy controller for DC motor speed control. The controller consists of two fuzzy logic blocks, main and gain tuning, respectively. The main fuzzy block acts as a speed controller, while the gain tuning block scales the output of main fuzzy. The gain tuning gets same inputs as main fuzzy (i.e. speed error and change of error). By introducing gain tuning, overshoot and settling time can be restrained. The objective of the controller is to provide stability, to reduce overshoot in response to disturbance and sudden change in reference. The performance is compared to PI-fuzzy controller. Results show improved performance.
Keywords :
Arithmetic; DC motors; Electrical equipment industry; Fuzzy control; Fuzzy logic; Mathematical model; Programmable control; Stability; Tuning; Velocity control;
Conference_Titel :
Information Technology, 2008. ITSim 2008. International Symposium on
Conference_Location :
Kuala Lumpur, Malaysia
Print_ISBN :
978-1-4244-2327-9
Electronic_ISBN :
978-1-4244-2328-6
DOI :
10.1109/ITSIM.2008.4631915
