Locating and sizing of capacitor banks and multiple DGs in distribution system to improve reliability indexes and reduce loss using ABC algorithm

Mehrdad Ahmadi Kamarposhti; Seyed Mohsen Mousavi Khormandichali; Ahmed Amin Ahmed Solyman

doi:10.11591/eei.v10i2.2641

Locating and sizing of capacitor banks and multiple DGs in distribution system to improve reliability indexes and reduce loss using ABC algorithm

Mehrdad Ahmadi Kamarposhti^*, Seyed Mohsen Mousavi Khormandichali, Ahmed Amin Ahmed Solyman

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

41 Downloads (Pure)

Abstract

DG sources have been introduced as one of the most widely used and effective methods among various methods providing losses reduction in power systems. In this paper, the artificial bee colony algorithm has been employed with the aim of determining location and capacity of distributed generations (DGs) and capacitor banks (CBs) in distribution systems. The proposed objective function includes power losses and ENS reliability index, which is used by deploying weight coefficients as objective function in the algorithms. Accordingly, the standard 37-bus networks have been used for studies. The simulation results demonstrate that the artificial bee colony algorithm is more effective in all sections and has higher capability in reducing losses and improving reliability as well.

Original language	English
Pages (from-to)	559-568
Number of pages	10
Journal	Bulletin of Electrical Engineering and Informatics
Volume	10
Issue number	2
DOIs	https://doi.org/10.11591/eei.v10i2.2641
Publication status	Published - 1 Apr 2021
Externally published	Yes

Keywords

Artificial bee colony algorithm
Capacitor banks
Distributed generation
Distribution system
ENS index
Losses reduction
Voltage profile improvement

ASJC Scopus subject areas

Computer Science (miscellaneous)
Control and Systems Engineering
Information Systems
Instrumentation
Hardware and Architecture
Computer Networks and Communications
Control and Optimization
Electrical and Electronic Engineering

Documents and Links

10.11591/eei.v10i2.2641

Final published versionFinal published version, 608 KBLicence: CC BY-SA

Cite this

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title = "Locating and sizing of capacitor banks and multiple DGs in distribution system to improve reliability indexes and reduce loss using ABC algorithm",

abstract = "DG sources have been introduced as one of the most widely used and effective methods among various methods providing losses reduction in power systems. In this paper, the artificial bee colony algorithm has been employed with the aim of determining location and capacity of distributed generations (DGs) and capacitor banks (CBs) in distribution systems. The proposed objective function includes power losses and ENS reliability index, which is used by deploying weight coefficients as objective function in the algorithms. Accordingly, the standard 37-bus networks have been used for studies. The simulation results demonstrate that the artificial bee colony algorithm is more effective in all sections and has higher capability in reducing losses and improving reliability as well.",

keywords = "Artificial bee colony algorithm, Capacitor banks, Distributed generation, Distribution system, ENS index, Losses reduction, Voltage profile improvement",

author = "Kamarposhti, {Mehrdad Ahmadi} and Khormandichali, {Seyed Mohsen Mousavi} and Solyman, {Ahmed Amin Ahmed}",

year = "2021",

month = apr,

day = "1",

doi = "10.11591/eei.v10i2.2641",

language = "English",

volume = "10",

pages = "559--568",

journal = "Bulletin of Electrical Engineering and Informatics",

issn = "2089-3191",

publisher = "Institute of Advanced Engineering and Science (IAES)",

number = "2",

}

Locating and sizing of capacitor banks and multiple DGs in distribution system to improve reliability indexes and reduce loss using ABC algorithm. / Kamarposhti, Mehrdad Ahmadi; Khormandichali, Seyed Mohsen Mousavi; Solyman, Ahmed Amin Ahmed.
In: Bulletin of Electrical Engineering and Informatics, Vol. 10, No. 2, 01.04.2021, p. 559-568.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - Locating and sizing of capacitor banks and multiple DGs in distribution system to improve reliability indexes and reduce loss using ABC algorithm

AU - Kamarposhti, Mehrdad Ahmadi

AU - Khormandichali, Seyed Mohsen Mousavi

AU - Solyman, Ahmed Amin Ahmed

PY - 2021/4/1

Y1 - 2021/4/1

N2 - DG sources have been introduced as one of the most widely used and effective methods among various methods providing losses reduction in power systems. In this paper, the artificial bee colony algorithm has been employed with the aim of determining location and capacity of distributed generations (DGs) and capacitor banks (CBs) in distribution systems. The proposed objective function includes power losses and ENS reliability index, which is used by deploying weight coefficients as objective function in the algorithms. Accordingly, the standard 37-bus networks have been used for studies. The simulation results demonstrate that the artificial bee colony algorithm is more effective in all sections and has higher capability in reducing losses and improving reliability as well.

AB - DG sources have been introduced as one of the most widely used and effective methods among various methods providing losses reduction in power systems. In this paper, the artificial bee colony algorithm has been employed with the aim of determining location and capacity of distributed generations (DGs) and capacitor banks (CBs) in distribution systems. The proposed objective function includes power losses and ENS reliability index, which is used by deploying weight coefficients as objective function in the algorithms. Accordingly, the standard 37-bus networks have been used for studies. The simulation results demonstrate that the artificial bee colony algorithm is more effective in all sections and has higher capability in reducing losses and improving reliability as well.

KW - Artificial bee colony algorithm

KW - Capacitor banks

KW - Distributed generation

KW - Distribution system

KW - ENS index

KW - Losses reduction

KW - Voltage profile improvement

U2 - 10.11591/eei.v10i2.2641

DO - 10.11591/eei.v10i2.2641

M3 - Article

AN - SCOPUS:85103046387

SN - 2089-3191

VL - 10

SP - 559

EP - 568

JO - Bulletin of Electrical Engineering and Informatics

JF - Bulletin of Electrical Engineering and Informatics

IS - 2

ER -

Locating and sizing of capacitor banks and multiple DGs in distribution system to improve reliability indexes and reduce loss using ABC algorithm

Abstract

Keywords

ASJC Scopus subject areas

Documents and Links

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