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Proceedings of the 7th International Conference on Innovation in Education, Science, and Culture, ICIESC 2025, 16 September 2025, Medan, Indonesia

Research Article

Optimal Placement And Sizing of Capacitors using Binary Firefly Algorithm To Reduce Power Losses

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  • @INPROCEEDINGS{10.4108/eai.16-9-2025.2361116,
        author={Yoakim  Simamora and Erita  Astrid and Lisa Melvi Ginting and Mega Silfia Dewy and Michael Fritz Immanuel},
        title={Optimal Placement And Sizing of Capacitors using Binary Firefly Algorithm To Reduce Power Losses },
        proceedings={Proceedings of the 7th International Conference on Innovation in Education, Science, and Culture, ICIESC 2025, 16 September 2025, Medan, Indonesia},
        publisher={EAI},
        proceedings_a={ICIESC},
        year={2026},
        month={3},
        keywords={capacitor firefly algorithm power loss profil voltage},
        doi={10.4108/eai.16-9-2025.2361116}
    }
    
  • Yoakim Simamora
    Erita Astrid
    Lisa Melvi Ginting
    Mega Silfia Dewy
    Michael Fritz Immanuel
    Year: 2026
    Optimal Placement And Sizing of Capacitors using Binary Firefly Algorithm To Reduce Power Losses
    ICIESC
    EAI
    DOI: 10.4108/eai.16-9-2025.2361116
Yoakim Simamora1,*, Erita Astrid1, Lisa Melvi Ginting1, Mega Silfia Dewy1, Michael Fritz Immanuel1
  • 1: Universitas Negeri Medan, Indonesia
*Contact email: yoakimsimamora@unimed.ac.id

Abstract

Optimal capacitor placement in radial distribution systems plays a vital role in minimizing real power losses and enhancing voltage profiles, thereby improving the overall performance and reliability of power networks. This paper presents an efficient approach using Binary Firefly Algorithm (BFA) to determine the optimal locations and sizes of shunt capacitors. The method focuses on reducing active power losses and maintaining voltage levels within acceptable limits, while adhering to operational constraints such as bus voltage bounds and capacitor sizing limits. The proposed method is tested on standard IEEE radial distribution systems, and the results show significant improvements in power loss reduction and voltage profile enhancement when compared to conventional techniques. Based on the analysis and simulation results, BFA demonstrated the most optimal performance in reducing power losses in the distribution system. Compared to other algorithms used in this study, BFA consistently identified the best combination of capacitor placement and sizing that resulted in the lowest total power loss. The effectiveness of BFA lies in its balanced exploration and exploitation capabilities within the solution space, enabling it to find optimal solutions that not only significantly reduce power losses but also improve voltage profiles throughout the system. Furthermore, from an economic perspective, BFA outperforms other methods in terms of net savings.

Keywords
capacitor, firefly, algorithm, power loss, profil voltage
Published
2026-03-18
Publisher
EAI
http://dx.doi.org/10.4108/eai.16-9-2025.2361116
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