Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm

Ali Sadollah; Mohammad Nasir; Abobakr Khalil Al-Shamiri; Joong Hoon Kim

doi:10.1007/978-981-15-8603-3_4

Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm

Ali Sadollah, Mohammad Nasir, Abobakr Khalil Al-Shamiri, Joong Hoon Kim

School of Civil, Environmental and Architectural Engineering

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

Abstract

Distributed generation (DG) resources based on solar and wind energies are among the DGs that can optimize the voltage profile and reduce network losses by optimal locating and sizing in distribution systems. In this paper, 4-Rule Harmony Search (4-RHS) algorithm is presented for optimal placement and sizing of the renewable DG resources. In this regard, installation of the DG is performed by loss sensitivity factors first in the most candidate buses. Then, the 4-RHS is employed for placement and sizing of DGs from the selected buses. In 4-RHS, an extra rule is added to standard HS. The 4-RHS is studied on IEEE 69-bus distribution system. The results comparison of the 4-RHS algorithm with the standard HS algorithm and other optimization methods in the literature shows the efficiency and effectiveness of the 4-RHS in finding the optimal location and size of renewable DG resources and subsequently reducing losses and improving voltage profiles.

Original language	English
Title of host publication	Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications - ICHSA 2020
Editors	Sinan Melih Nigdeli, Gebrail Bekdas, Joong Hoon Kim, Anupam Yadav
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	33-43
Number of pages	11
ISBN (Print)	9789811586026
DOIs	https://doi.org/10.1007/978-981-15-8603-3_4
Publication status	Published - 2021
Event	6th International Conference on Harmony Search, Soft Computing and Applications, ICHSA 2020 - Istanbul, Turkey Duration: 2020 Apr 22 → 2020 Apr 24

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1275
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	6th International Conference on Harmony Search, Soft Computing and Applications, ICHSA 2020
Country	Turkey
City	Istanbul
Period	20/4/22 → 20/4/24

Keywords

4-rule harmony search
Distributed generation
Harmony search
Loss reduction
Optimal placement
Voltage profile improvement

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science(all)

UN SDGs

This output contributes to the following Sustainable Development Goal(s)

Access to Document

10.1007/978-981-15-8603-3_4

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Sadollah, A., Nasir, M., Al-Shamiri, A. K., & Kim, J. H. (2021). Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm. In S. M. Nigdeli, G. Bekdas, J. H. Kim, & A. Yadav (Eds.), Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications - ICHSA 2020 (pp. 33-43). (Advances in Intelligent Systems and Computing; Vol. 1275). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-15-8603-3_4

Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm. / Sadollah, Ali; Nasir, Mohammad; Al-Shamiri, Abobakr Khalil; Kim, Joong Hoon.

Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications - ICHSA 2020. ed. / Sinan Melih Nigdeli; Gebrail Bekdas; Joong Hoon Kim; Anupam Yadav. Springer Science and Business Media Deutschland GmbH, 2021. p. 33-43 (Advances in Intelligent Systems and Computing; Vol. 1275).

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

Sadollah, A, Nasir, M, Al-Shamiri, AK & Kim, JH 2021, Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm. in SM Nigdeli, G Bekdas, JH Kim & A Yadav (eds), Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications - ICHSA 2020. Advances in Intelligent Systems and Computing, vol. 1275, Springer Science and Business Media Deutschland GmbH, pp. 33-43, 6th International Conference on Harmony Search, Soft Computing and Applications, ICHSA 2020, Istanbul, Turkey, 20/4/22. https://doi.org/10.1007/978-981-15-8603-3_4

Sadollah A, Nasir M, Al-Shamiri AK, Kim JH. Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm. In Nigdeli SM, Bekdas G, Kim JH, Yadav A, editors, Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications - ICHSA 2020. Springer Science and Business Media Deutschland GmbH. 2021. p. 33-43. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-981-15-8603-3_4

Sadollah, Ali ; Nasir, Mohammad ; Al-Shamiri, Abobakr Khalil ; Kim, Joong Hoon. / Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm. Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications - ICHSA 2020. editor / Sinan Melih Nigdeli ; Gebrail Bekdas ; Joong Hoon Kim ; Anupam Yadav. Springer Science and Business Media Deutschland GmbH, 2021. pp. 33-43 (Advances in Intelligent Systems and Computing).

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abstract = "Distributed generation (DG) resources based on solar and wind energies are among the DGs that can optimize the voltage profile and reduce network losses by optimal locating and sizing in distribution systems. In this paper, 4-Rule Harmony Search (4-RHS) algorithm is presented for optimal placement and sizing of the renewable DG resources. In this regard, installation of the DG is performed by loss sensitivity factors first in the most candidate buses. Then, the 4-RHS is employed for placement and sizing of DGs from the selected buses. In 4-RHS, an extra rule is added to standard HS. The 4-RHS is studied on IEEE 69-bus distribution system. The results comparison of the 4-RHS algorithm with the standard HS algorithm and other optimization methods in the literature shows the efficiency and effectiveness of the 4-RHS in finding the optimal location and size of renewable DG resources and subsequently reducing losses and improving voltage profiles.",

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N1 - Funding Information: Acknowledgments This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2019R1A2B5B03069810). Publisher Copyright: © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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Improvement of Voltage Profile and Loss Reduction Based on Optimal Placement and Sizing of Renewable Distributed Generations Using 4-Rule Harmony Search Algorithm

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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