Stability analysis and control of DC Motor using Fuzzy logic and Genetic algorithm

Author

Ahmed, Amir ; Subedi, Suraj Sharma

Author_Institution

Electr. & Electron. Eng. Dept., Sikkim Manipal Inst. of Technol., Majhitar, India

fYear

2014

fDate

1-2 March 2014

Firstpage

1

Lastpage

8

Abstract

The main focus of this paper is to do stability analysis of a DC Motor (Field controlled and armature controlled). The stability analysis includes time domain analysis, frequency domain analysis and pole-zero domain analysis using state space averaging technique. The simulation and study is done using Matlab from its respective graphs obtained from above mentioned domains. Later the control of this motor is done using advanced controllers such as Fuzzy and Genetic algorithm optimization techniques.

Keywords

DC motors; fuzzy logic; genetic algorithms; poles and zeros; state-space methods; DC motor; Matlab; armature controlled; field controlled; frequency domain analysis; fuzzy logic; genetic algorithm; optimization techniques; pole-zero domain analysis; stability analysis; stability control; state space averaging technique; time domain analysis; DC motors; Fuzzy logic; Genetic algorithms; Hysteresis motors; Mathematical model; Stability analysis; Voltage control; Armature controlled Stability analysis; DC-Motor; Field controlled; Fuzzy logic; Genetic Algorithm; frequency domain; pole-zero; state space averaging; time domain;

fLanguage

English

Publisher

ieee

Conference_Titel

Electrical, Electronics and Computer Science (SCEECS), 2014 IEEE Students' Conference on

Conference_Location

Bhopal

Print_ISBN

978-1-4799-2525-4

Type

conf

DOI

10.1109/SCEECS.2014.6804521

Filename

6804521