Original Article

Strategic Planning of Distributed Generators in the Distribution Networks Based on Single Candidate Optimizer Considering Harmonic Distortions

Volume 26 Publish Date: April 29, 2026
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DOI
Tran Huu Tinh ORCID
Can Tho University of Technology Faculty of Electricity - Electronics, Can Tho City, Viet Nam
Thai Dinh Pham ORCID
Ho Chi Minh City University of Technology and Education Faculty of Electrical and Electronics Engineering, Ho Chi Minh City, Vietnam
Nguyen Cong Chinh ORCID
Thuyloi University Faculty of Electrical and Electronics Engineering, Hanoi, Vietnam
Huu Tinh, T., Dinh Pham, T., & Cong Chinh, N. (2026). Strategic Planning of Distributed Generators in the Distribution Networks Based on Single Candidate Optimizer Considering Harmonic Distortions. ELECTRICA, 26, 1–19. https://doi.org/10.5152/electrica.2026.25186
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Abstract

This paper introduces a novel efficient algorithm called single candidate optimizer (SCO) for determining the optimal penetration of distributed generation sources (DGSs) in two different distribution networks, such as IEEE 33 node (the first case) and IEEE 85 node (the second case). The main objective is to minimize the multi-objective function (MF) with the three single goals of minimizing (1) power losses, (2) voltage drop, and (3) harmonics. The simulation results demonstrate the superior performance and stability of SCO compared to other strong optimization methods of Artificial Bee Colony Algorithm and Improved Particle Swarm Optimization algorithm. Thanks to the appropriate connection of DGSs, the great techno-economic benefits are achieved. The power loss reduction reached 64.37% and 50.75%, the node voltage is also pulled from [0.9038 (pu), 1.00 (pu)] to [0.9711 (pu), 1.00 (pu)], and [0.8713 (pu), 1.00 (pu)] to [0.9528 (pu), 1.00 (pu)] for the first case and the second case, respectively. In addition, the harmonic indices are also greatly mitigated and met the standard of IEEE 519 with the maximum values (THD and IHD) being mitigated respectively from (6.6460% and 3.5011%) to (4.5022% and 2.3433%) for the first network and from (5.7088% and 3.0087%) to (3.7125% and 1.9609%) for the second network.

Cite this article as: T. H. Tinh, T. D. Pham and N. C. Chinh, “Strategic planning of distributed generators in the distribution networks based on single candidate optimizer considering harmonic distortions,” Electrica, 26, 0186, 2026. doi:10.5152/electrica.2026.25186.

 

Article Info
Published In
Journal ELECTRICA
Volume / Issue Volume 26
Pages 1-19
History
Published Online April 29, 2026
Affiliations
Tran Huu Tinh ORCID
Can Tho University of Technology Faculty of Electricity - Electronics, Can Tho City, Viet Nam
Thai Dinh Pham ORCID
Ho Chi Minh City University of Technology and Education Faculty of Electrical and Electronics Engineering, Ho Chi Minh City, Vietnam
Nguyen Cong Chinh ORCID
Thuyloi University Faculty of Electrical and Electronics Engineering, Hanoi, Vietnam
Cite this Article
Huu Tinh, T., Dinh Pham, T., & Cong Chinh, N. (2026). Strategic Planning of Distributed Generators in the Distribution Networks Based on Single Candidate Optimizer Considering Harmonic Distortions. ELECTRICA, 26, 1–19. https://doi.org/10.5152/electrica.2026.25186
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