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All Journal Singuda ENSIKOM Jurnal Teknologi Pendidikan INVOTEK: Jurnal Inovasi Vokasional dan Teknologi SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi Jurnal Teknik Informatika UNIKA Santo Thomas Energi & Kelistrikan Barometer TERANG : Jurnal Pengabdian Pada Masyarakat Menerangi Negeri JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Pengabdian Masyarakat Indonesia Jurnal Teknik Informatika Unika Santo Thomas (JTIUST) JURNAL TEKNOLOGI INFORMASI & KOMUNIKASI DALAM PENDIDIKAN Electron: Jurnal Ilmiah Teknik Elektro Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK)
Yoakim Simamora
Program Studi Pendidikan Teknik Elektro, Fakultas Teknik, Universitas Negeri Medan, Indonesia
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Transportation Other

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Optimasi Penempatan dan Penentuan Kapasitas Distributed Generator Menggunakan Cucko Search Algorithm untuk Mengurangi Rugi Daya Yoakim Simamora; Muhammada Aulia Rahman S; Mega Silfia Dewy; Agnes Irene Silitonga; Lisa Melvi Ginting
ELECTRON Jurnal Ilmiah Teknik Elektro Vol 6 No 2: Jurnal Electron, November 2025
Publisher : Jurusan Teknik Elektro Fakultas Teknik Universitas Bangka Belitung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33019/electron.v6i2.409

Abstract

Power losses in electrical distribution systems remain a major challenge that significantly impacts energy efficiency and system reliability. One promising approach to address this issue is the optimal placement and sizing of Distributed Generators (DGs) within the distribution network. This study aims to optimize DG placement and capacity using the Cuckoo Search Algorithm (CSA) and to compare its performance with several other algorithms, namely the Black Squirrel Optimization Algorithm (BSOA), Sine Cosine Algorithm (SCA), Teaching Learning Based Optimization - Grey Wolf Optimizer (TLBO-GWO), and GWO. The study was conducted on the IEEE 33-bus test system under two scenarios, with the initial condition of the distribution system exhibiting a power loss of 202.7 kW. In First Case Study, CSA achieved the lowest power loss of 105.31 kW, corresponding to a 48.05% reduction. In contrast, BSOA and TLBO-GWO reduced losses to 116.67 kW (42.44%) and 128.46 kW (36.62%) respectively. In Second Case Study, CSA again demonstrated superior performance with a loss reduction of 56.66%, outperforming SCA (56.33%), BSOA (55.97%), and GWO (55.82%). The optimal DG placement and sizing significantly improved overall system efficiency. The results indicate that CSA possesses strong exploration and convergence capabilities in identifying optimal DG configurations. Its application enables greater reduction in power losses while also enhancing voltage profiles and system stability. These findings suggest that CSA is an effective and competitive method for power distribution optimization involving distributed generation
Co-Authors Adri Senen Afrianda, Rio Agnes Irene Silitonga Akbar Lubis, Ali Alex Fernandes Ali Akbar Lubis Anggaini, Dwi Anisa Fitri Annisa, Selly Bakti Dwi Waluyo Batubara, Yosia Dadang Mulyana, Dadang Eka Dodi Suryanto Enjelina Sinaga Erita Astrid Ginting, Lukas Gunawan, Adhinda Chyntia Hidayatullah, Amar Ibnu Hajar Imannuel, Michael Fritz Immanuel, Michael Fritz Jufri Darma Lisa Melvi Ginting Lumban Toruan, Anjel Monika Mega Silfia Dewy, Mega Silfia Michel Frits Immanuel Muhammad Dani Solihin Muhammad Isnaini Muhammad Isnaini Muhammada Aulia Rahman S Mutiara Akbar Nasution Nerva, Souza Al-Gibrani Panjaitan, Bon Jovi Marselino Panusur Tobing Rizwinie, Khesya Sabila Rudi Salman Sembiring, Muhammad Aulia Rahman Sembiring, Samuel Septianissa Azzahra Siahaan, Roy Ananda Putra Sigit Sukmajati Silitinga, Agnes Irene Sinaga, Angelina Amanda Sinaga, Ferry Indra Sakti H Situmorang, Hasianna Nopina Syaifullah Tri Wahyu Oktaviana Putri Zega, Elson