Genetic programming function representation for fuzzy polar speed controller of induction motor

Supari; Dian Retno Sawitri; Mauridhi Hery Purnomo

doi:10.1109/ICICI-BME.2009.5417255

Genetic programming function representation for fuzzy polar speed controller of induction motor

Supari^*, Dian Retno Sawitri, Mauridhi Hery Purnomo

^*Corresponding author for this work

Research Center for Artificial Intelligence and Health Technology (KATK)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents a Genetic Programming (GP) function representation of Fuzzy Polar Controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the Fuzzy Polar Controller. The simulation results show that the GP function controller gives performance very close to Fuzzy Polar controller in transient and steady-state responses.

Original language	English
Title of host publication	International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009
DOIs	https://doi.org/10.1109/ICICI-BME.2009.5417255
Publication status	Published - 2009
Event	International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009 - Bandung, Indonesia Duration: 23 Nov 2009 → 25 Nov 2009

Publication series

Name	International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009

Conference

Conference	International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009
Country/Territory	Indonesia
City	Bandung
Period	23/11/09 → 25/11/09

Keywords

Controller
Fuzzy polar
Genetic programming
Induction motor
Speed control

Access to Document

10.1109/ICICI-BME.2009.5417255

Cite this

Supari, Sawitri, D. R., & Purnomo, M. H. (2009). Genetic programming function representation for fuzzy polar speed controller of induction motor. In International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009 Article 5417255 (International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009). https://doi.org/10.1109/ICICI-BME.2009.5417255

Supari ; Sawitri, Dian Retno ; Purnomo, Mauridhi Hery. / Genetic programming function representation for fuzzy polar speed controller of induction motor. International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009. 2009. (International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009).

@inproceedings{ca66fe6028da4f70bf6ee1427b42d739,

title = "Genetic programming function representation for fuzzy polar speed controller of induction motor",

abstract = "This paper presents a Genetic Programming (GP) function representation of Fuzzy Polar Controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the Fuzzy Polar Controller. The simulation results show that the GP function controller gives performance very close to Fuzzy Polar controller in transient and steady-state responses.",

keywords = "Controller, Fuzzy polar, Genetic programming, Induction motor, Speed control",

author = "Supari and Sawitri, {Dian Retno} and Purnomo, {Mauridhi Hery}",

year = "2009",

doi = "10.1109/ICICI-BME.2009.5417255",

language = "English",

isbn = "9781424449996",

series = "International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009",

booktitle = "International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009",

note = "International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009 ; Conference date: 23-11-2009 Through 25-11-2009",

}

Supari, Sawitri, DR & Purnomo, MH 2009, Genetic programming function representation for fuzzy polar speed controller of induction motor. in International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009., 5417255, International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009, International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009, Bandung, Indonesia, 23/11/09. https://doi.org/10.1109/ICICI-BME.2009.5417255

Genetic programming function representation for fuzzy polar speed controller of induction motor. / Supari; Sawitri, Dian Retno; Purnomo, Mauridhi Hery.
International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009. 2009. 5417255 (International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Genetic programming function representation for fuzzy polar speed controller of induction motor

AU - Supari,

AU - Sawitri, Dian Retno

AU - Purnomo, Mauridhi Hery

PY - 2009

Y1 - 2009

N2 - This paper presents a Genetic Programming (GP) function representation of Fuzzy Polar Controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the Fuzzy Polar Controller. The simulation results show that the GP function controller gives performance very close to Fuzzy Polar controller in transient and steady-state responses.

AB - This paper presents a Genetic Programming (GP) function representation of Fuzzy Polar Controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the Fuzzy Polar Controller. The simulation results show that the GP function controller gives performance very close to Fuzzy Polar controller in transient and steady-state responses.

KW - Controller

KW - Fuzzy polar

KW - Genetic programming

KW - Induction motor

KW - Speed control

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U2 - 10.1109/ICICI-BME.2009.5417255

DO - 10.1109/ICICI-BME.2009.5417255

M3 - Conference contribution

AN - SCOPUS:77950949017

SN - 9781424449996

T3 - International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009

BT - International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009

T2 - International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009

Y2 - 23 November 2009 through 25 November 2009

ER -

Supari, Sawitri DR, Purnomo MH. Genetic programming function representation for fuzzy polar speed controller of induction motor. In International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009. 2009. 5417255. (International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009). doi: 10.1109/ICICI-BME.2009.5417255

Genetic programming function representation for fuzzy polar speed controller of induction motor

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