TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative analysis of PID and neural network controllers for improving starting torque of wound rotor induction motor
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative analysis of PID and neural network controllers for improving starting torque of wound rotor induction motor
Comparative analysis of PID and neural network controllers for improving starting torque of wound rotor induction motor
Subject
External resistance (Rext), NARMA-L2, PID controller, Starting torque (Ts), Wound rotor induction motor
Description
Unlike 3-phase squirrel cage induction motor, starting-up of 3-phase wound rotor counterpart can be improved by adding an external resistance to the rotor circuit. Thus, leads to reduce starting current and increase starting torque. In this paper two controllers for 3-phase wound rotor induction motor have been proposed include conventional proportional integral derivative (PID) controller and the other based on artificial neural network (NARMA-L2). A comparison between these controllers has been conducted. It has been shown that starting torque of the motor has been improved, when utilizing the neural network controller compared to the conventional counterpart. It should be noted that MATLAB/SIMULINK has been used to implement both controllers.
Creator
Hashmia Sh. Dakheel, Zainab B. Abdulla, Helen Jasim Jawad, Ali Jasim Mohammed
Source
DOI: 10.12928/TELKOMNIKA.v18i6.14571
Publisher
Universitas Ahmad Dahlan
Date
October 2020
Contributor
Sri Wahyuni
Rights
ISSN: 1693-6930
Relation
http://journal.uad.ac.id/index.php/TELKOMNIKA
Format
PDF
Language
English
Type
Text
Coverage
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Files
Collection
Citation
Hashmia Sh. Dakheel, Zainab B. Abdulla, Helen Jasim Jawad, Ali Jasim Mohammed, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative analysis of PID and neural network controllers for improving starting torque of wound rotor induction motor,” Repository Horizon University Indonesia, accessed November 21, 2024, https://repository.horizon.ac.id/items/show/4151.
Comparative analysis of PID and neural network controllers for improving starting torque of wound rotor induction motor,” Repository Horizon University Indonesia, accessed November 21, 2024, https://repository.horizon.ac.id/items/show/4151.