Title :
A simplified fuzzy logic controller for DC series motor with improve performance
Author :
Tan, H.L. ; Rahim, N.A. ; Hew, W.P.
Author_Institution :
Dept. of Electr. Eng., Malaya Univ., Kuala Lumpur, Malaysia
fDate :
6/23/1905 12:00:00 AM
Abstract :
This paper presents a simulation study of a adjustable fuzzy logic control technique for speed regulation of DC motor drives. The DC drives system is a DC series motor connected to a single-phase full-bridge converter. A simplify fuzzy logic model (SFL) is designed where the motor speed is used as a fuzzy input to achieve fast speed regulation. The proposed model is also applied to a PI type fuzzy controller (FPI). In addition, a classical PI is used to conduct simulation analysis together with the SFL and FPI models. Performances of the proposed model are compared in terms of several performance measures such as peak overshoot, rise-time, settling time and steady-state waveform. The simulations are carried out using Mathlab Simulink and Power System Blocksets. The simulation result exhibits the superior transient and steady state performance of the SFL controller over the FPI and classical PI controller
Keywords :
DC motor drives; control system analysis computing; digital simulation; fuzzy control; machine control; two-term control; DC motor drives; DC series motor; FPI; Mathlab Simulink; PI type fuzzy controller; Power System Blocksets; SFL; adjustable fuzzy logic control technique; peak overshoot; rise-time; settling time; simplified fuzzy logic model; single-phase full-bridge converter; speed regulation; steady state performance; steady-state waveform; superior transient; Analytical models; DC motors; Fuzzy control; Fuzzy logic; Performance evaluation; Power system modeling; Power system simulation; Power system transients; Steady-state; Time measurement;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1008952