Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation

Wong Ling Ai; Hussain Shareef; Ahmad Asrul Ibrahim; Azah Mohamed

doi:10.1109/PECON.2014.7062432

Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation

Wong Ling Ai, Hussain Shareef, Ahmad Asrul Ibrahim, Azah Mohamed

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

16 Citations (Scopus)

Abstract

This paper presents the application of binary firefly algorithm (BFA) in obtaining the optimal location of battery energy storage systems (BESS) in photovoltaic generation integrated radial distribution network in order to mitigate the voltage rise problem. The optimization process aims to obtain the optimal location by minimizing the voltage deviation of the PVDG bus. A BESS placement (BP) vector is used in deciding the location of BESS in each optimization and the optimization process is repeated in order to obtain the optimal BESS location. The effectiveness of the proposed method is validated by applying the algorithm to the 69-bus distribution system and the result shows that BFA is efficient in obtaining the optimal placement of BESS.

Original language	English
Title of host publication	Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014
Editors	Mohd Izhwan Muhamad, Mohammad Nawawi Seroji
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	155-158
Number of pages	4
ISBN (Electronic)	9781479972975
DOIs	https://doi.org/10.1109/PECON.2014.7062432
Publication status	Published - Mar 17 2014
Externally published	Yes
Event	2014 IEEE International Conference on Power and Energy, PECon 2014 - Kuching, Sarawak, Malaysia Duration: Dec 1 2014 → Dec 3 2014

Publication series

Name	Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014

Conference

Conference	2014 IEEE International Conference on Power and Energy, PECon 2014
Country/Territory	Malaysia
City	Kuching, Sarawak
Period	12/1/14 → 12/3/14

Keywords

BFA
PVDG
optimal BESS placement

ASJC Scopus subject areas

Fuel Technology
Energy Engineering and Power Technology
Electrical and Electronic Engineering

Access to Document

10.1109/PECON.2014.7062432

Cite this

Ai, W. L., Shareef, H., Ibrahim, A. A., & Mohamed, A. (2014). Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation. In M. I. Muhamad, & M. N. Seroji (Eds.), Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014 (pp. 155-158). [7062432] (Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PECON.2014.7062432

Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation. / Ai, Wong Ling; Shareef, Hussain; Ibrahim, Ahmad Asrul et al.
Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014. ed. / Mohd Izhwan Muhamad; Mohammad Nawawi Seroji. Institute of Electrical and Electronics Engineers Inc., 2014. p. 155-158 7062432 (Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014).

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

Ai, WL, Shareef, H, Ibrahim, AA & Mohamed, A 2014, Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation. in MI Muhamad & MN Seroji (eds), Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014., 7062432, Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014, Institute of Electrical and Electronics Engineers Inc., pp. 155-158, 2014 IEEE International Conference on Power and Energy, PECon 2014, Kuching, Sarawak, Malaysia, 12/1/14. https://doi.org/10.1109/PECON.2014.7062432

Ai WL, Shareef H, Ibrahim AA, Mohamed A. Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation. In Muhamad MI, Seroji MN, editors, Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 155-158. 7062432. (Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014). doi: 10.1109/PECON.2014.7062432

Ai, Wong Ling ; Shareef, Hussain ; Ibrahim, Ahmad Asrul et al. / Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation. Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014. editor / Mohd Izhwan Muhamad ; Mohammad Nawawi Seroji. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 155-158 (Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014).

@inproceedings{cb74ec5af1ad4a25bc45d182f484948a,

title = "Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation",

abstract = "This paper presents the application of binary firefly algorithm (BFA) in obtaining the optimal location of battery energy storage systems (BESS) in photovoltaic generation integrated radial distribution network in order to mitigate the voltage rise problem. The optimization process aims to obtain the optimal location by minimizing the voltage deviation of the PVDG bus. A BESS placement (BP) vector is used in deciding the location of BESS in each optimization and the optimization process is repeated in order to obtain the optimal BESS location. The effectiveness of the proposed method is validated by applying the algorithm to the 69-bus distribution system and the result shows that BFA is efficient in obtaining the optimal placement of BESS.",

keywords = "BFA, PVDG, optimal BESS placement",

author = "Ai, {Wong Ling} and Hussain Shareef and Ibrahim, {Ahmad Asrul} and Azah Mohamed",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE International Conference on Power and Energy, PECon 2014 ; Conference date: 01-12-2014 Through 03-12-2014",

year = "2014",

month = mar,

day = "17",

doi = "10.1109/PECON.2014.7062432",

language = "English",

series = "Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014",

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

pages = "155--158",

editor = "Muhamad, {Mohd Izhwan} and Seroji, {Mohammad Nawawi}",

booktitle = "Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014",

}

TY - GEN

T1 - Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation

AU - Ai, Wong Ling

AU - Shareef, Hussain

AU - Ibrahim, Ahmad Asrul

AU - Mohamed, Azah

PY - 2014/3/17

Y1 - 2014/3/17

N2 - This paper presents the application of binary firefly algorithm (BFA) in obtaining the optimal location of battery energy storage systems (BESS) in photovoltaic generation integrated radial distribution network in order to mitigate the voltage rise problem. The optimization process aims to obtain the optimal location by minimizing the voltage deviation of the PVDG bus. A BESS placement (BP) vector is used in deciding the location of BESS in each optimization and the optimization process is repeated in order to obtain the optimal BESS location. The effectiveness of the proposed method is validated by applying the algorithm to the 69-bus distribution system and the result shows that BFA is efficient in obtaining the optimal placement of BESS.

AB - This paper presents the application of binary firefly algorithm (BFA) in obtaining the optimal location of battery energy storage systems (BESS) in photovoltaic generation integrated radial distribution network in order to mitigate the voltage rise problem. The optimization process aims to obtain the optimal location by minimizing the voltage deviation of the PVDG bus. A BESS placement (BP) vector is used in deciding the location of BESS in each optimization and the optimization process is repeated in order to obtain the optimal BESS location. The effectiveness of the proposed method is validated by applying the algorithm to the 69-bus distribution system and the result shows that BFA is efficient in obtaining the optimal placement of BESS.

KW - BFA

KW - PVDG

KW - optimal BESS placement

UR - http://www.scopus.com/inward/record.url?scp=84946685440&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84946685440&partnerID=8YFLogxK

U2 - 10.1109/PECON.2014.7062432

DO - 10.1109/PECON.2014.7062432

M3 - Conference contribution

AN - SCOPUS:84946685440

T3 - Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014

SP - 155

EP - 158

BT - Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014

A2 - Muhamad, Mohd Izhwan

A2 - Seroji, Mohammad Nawawi

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 IEEE International Conference on Power and Energy, PECon 2014

Y2 - 1 December 2014 through 3 December 2014

ER -

Optimal battery placement in photovoltaic based distributed generation using binary firefly algorithm for voltage rise mitigation

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this