Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm

Safaa Abdo Ibrahim; Salah Kamel; Mohamed H. Hassan; Salah K. Elsayed

doi:10.1109/CHILECON54041.2021.9703086

Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm

Safaa Abdo Ibrahim
, Salah Kamel
, Mohamed H. Hassan
, Salah K. Elsayed

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

1 Scopus citations

Abstract

the electromechanical industries rely heavily on AC induction or asynchronous motors. However, choosing a suitable engine for specific drive applications is an uncompromising task. The use of an equivalent T-circuit for this purpose is one of the most universally accepted and effective methods. The estimation of the equivalent circuit parameter must be done relatively quickly and accurately. This paper used a Parasitism-Predation algorithm (PPA) as a new approach techniques method for calculating the equivalent circuit parameters of two induction motors. The variance between computed data and manufacturer data (objective functions) is reduced to a minimum which has been considered in the torque (starting torque, maximum torque and full load torque) and full load power factor. The results referred to that the PPA method is superior because it has a less deviation than the results obtained with other recent techniques.

Original language	English
Title of host publication	2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665408738
DOIs	https://doi.org/10.1109/CHILECON54041.2021.9703086
State	Published - 2021
Externally published	Yes
Event	2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021 - Virtual, Online, Chile Duration: 6 Dec 2021 → 9 Dec 2021

Publication series

Name	2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021

Conference

Conference	2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021
Country/Territory	Chile
City	Virtual, Online
Period	6/12/21 → 9/12/21

Bibliographical note

Publisher Copyright:
© 2021 IEEE.

Keywords

Equivalent circuits
Induction motor
Parameters estimation
Parasitism-Predation algorithm

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Hardware and Architecture
Information Systems
Information Systems and Management
Energy Engineering and Power Technology
Electrical and Electronic Engineering
Control and Optimization

Access to Document

10.1109/CHILECON54041.2021.9703086

Cite this

Ibrahim, S. A., Kamel, S., Hassan, M. H., & Elsayed, S. K. (2021). Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm. In 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021 (2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CHILECON54041.2021.9703086

Ibrahim, Safaa Abdo ; Kamel, Salah ; Hassan, Mohamed H. et al. / Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm. 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021).

@inproceedings{807b00ce8a24403785809f47fcd4d01f,

title = "Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm",

abstract = "the electromechanical industries rely heavily on AC induction or asynchronous motors. However, choosing a suitable engine for specific drive applications is an uncompromising task. The use of an equivalent T-circuit for this purpose is one of the most universally accepted and effective methods. The estimation of the equivalent circuit parameter must be done relatively quickly and accurately. This paper used a Parasitism-Predation algorithm (PPA) as a new approach techniques method for calculating the equivalent circuit parameters of two induction motors. The variance between computed data and manufacturer data (objective functions) is reduced to a minimum which has been considered in the torque (starting torque, maximum torque and full load torque) and full load power factor. The results referred to that the PPA method is superior because it has a less deviation than the results obtained with other recent techniques.",

keywords = "Equivalent circuits, Induction motor, Parameters estimation, Parasitism-Predation algorithm",

author = "Ibrahim, \{Safaa Abdo\} and Salah Kamel and Hassan, \{Mohamed H.\} and Elsayed, \{Salah K.\}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021 ; Conference date: 06-12-2021 Through 09-12-2021",

year = "2021",

doi = "10.1109/CHILECON54041.2021.9703086",

language = "English",

series = "2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021",

address = "United States",

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Ibrahim, SA, Kamel, S, Hassan, MH & Elsayed, SK 2021, Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm. in 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021. 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021, Institute of Electrical and Electronics Engineers Inc., 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021, Virtual, Online, Chile, 6/12/21. https://doi.org/10.1109/CHILECON54041.2021.9703086

Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm. / Ibrahim, Safaa Abdo; Kamel, Salah; Hassan, Mohamed H. et al.
2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021).

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

TY - GEN

T1 - Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm

AU - Ibrahim, Safaa Abdo

AU - Kamel, Salah

AU - Hassan, Mohamed H.

AU - Elsayed, Salah K.

PY - 2021

Y1 - 2021

N2 - the electromechanical industries rely heavily on AC induction or asynchronous motors. However, choosing a suitable engine for specific drive applications is an uncompromising task. The use of an equivalent T-circuit for this purpose is one of the most universally accepted and effective methods. The estimation of the equivalent circuit parameter must be done relatively quickly and accurately. This paper used a Parasitism-Predation algorithm (PPA) as a new approach techniques method for calculating the equivalent circuit parameters of two induction motors. The variance between computed data and manufacturer data (objective functions) is reduced to a minimum which has been considered in the torque (starting torque, maximum torque and full load torque) and full load power factor. The results referred to that the PPA method is superior because it has a less deviation than the results obtained with other recent techniques.

AB - the electromechanical industries rely heavily on AC induction or asynchronous motors. However, choosing a suitable engine for specific drive applications is an uncompromising task. The use of an equivalent T-circuit for this purpose is one of the most universally accepted and effective methods. The estimation of the equivalent circuit parameter must be done relatively quickly and accurately. This paper used a Parasitism-Predation algorithm (PPA) as a new approach techniques method for calculating the equivalent circuit parameters of two induction motors. The variance between computed data and manufacturer data (objective functions) is reduced to a minimum which has been considered in the torque (starting torque, maximum torque and full load torque) and full load power factor. The results referred to that the PPA method is superior because it has a less deviation than the results obtained with other recent techniques.

KW - Equivalent circuits

KW - Induction motor

KW - Parameters estimation

KW - Parasitism-Predation algorithm

UR - https://www.scopus.com/pages/publications/85126965251

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DO - 10.1109/CHILECON54041.2021.9703086

M3 - Conference contribution

AN - SCOPUS:85126965251

T3 - 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021

BT - 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021

Y2 - 6 December 2021 through 9 December 2021

ER -

Ibrahim SA, Kamel S, Hassan MH, Elsayed SK. Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm. In 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021). doi: 10.1109/CHILECON54041.2021.9703086

Equivalent Circuit Parameter Estimation of Induction Motor Using Parasitism Predation Algorithm

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

Fingerprint

Cite this