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Journal : Bulletin of Electrical Engineering and Informatics

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Optimal power control for wind/solar hybrid energy system based on multi-objective particle swarm optimization Putri, Ratna Ika; Ronilaya, Ferdian; Syamsiana, Ika Noer; Amalia, Zakiyah; Jasa, Lie
Bulletin of Electrical Engineering and Informatics Vol 14, No 4: August 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v14i4.9350

Abstract

The effectiveness of wind and solar energy as electricity generators is significantly impacted by unpredictable and varied environmental circumstances, which affect the output power of the wind-solar hybrid power generation system. So, a control system is required for the optimal power production of hybrid renewable energy systems (HRES). This study delineates optimal power management in wind/solar hybrid energy systems by the application of multi-objective particle swarm optimization (MOPSO) algorithms, inverter controllers, and battery controllers. The MOPSO algorithm enhances power generation by modifying the duty cycle of the direct current (DC)/DC converter based on the output from the wind turbine and photovoltaic (PV) system. The proportional-integral (PI) controller functions as both an inverter and battery controller to ensure the constancy of the DC link voltage and output power. The efficacy of the developed control was evaluated using simulation. A comparison has been conducted between the efficacy of the MOPSO algorithm and the perturb and observe (PO) approach. The simulation findings indicate that the MOPSO algorithm surpasses the PO method for performance and output power. The output power produced by HRES with the MOPSO algorithm exceeds that of the PO approach. Optimal power control utilizing MOPSO can yield optimal power despite fluctuations in wind and solar intensity.
Co-Authors Abella Novatna Anjarsari Achmadiah, Mas Nurul Adhisuwignjo, Supriatna Adhisuwignjo, Supriatna Adi Candra Kusuma Adi Candra Kusuma Afrian Wahyu Utama Agus Pracoyo Agus Setiawan Agus Setiawan Agus Suhardono Aji Nugroho Amalia Amalia, Zakiyah Andre Dwi Syahrul Kirom Ardyono Priyadi Ardyono Priyadi Artahsasta Bima Prafista Arwin Datumaya Wahyudi Sumari Athifah, Rula Bambang Priyadi celvin fachreza setiawan Dewatama, Denda Diah Meilany Doddy Maulana Donny Radianto Edi Sulistio Budi Edi Sulistio Budi Eka Mandayatma Eka Mandayatma Erfan Rohadi Fahrul Maulana Fenza Maulana Fratama, Rizza Ade Hapsari, Ratih Indri Hari Kurnia Safitri Haries Fadhilah Karim Hariyadi Singgih Hariyadi, Herman Herijanto, Pudji Herman Hariyadi Herman Hariyadi Ari Murtono Herman Haryadi Ikrar Hanggara, Ikrar Ilham Agung Wicaksono Indrawan Nugrahanto, Indrawan Indrazno Siradjuddin Isac Ilham Akbar Habibi Ivan Fadhila La Choviya Hawa Lie Jasa M. Rifa'i M. Zainal Arifin Mas Nurul Achmadiah Mauridhi Hery Purnomo Mauridhi Hery Purnomo Mila Fauziyah Mila Fauziyah Moechammad Sarosa Mohammad Noor Hidayat Mohammad Zulfi An-nizar Eprijusy Muhamad Rifa'i Muhamad Rifa'i Muhamad Rifa'i Muhammad Luqman Muhammad Rifa'i Muhammad Rifa'i Muhammad Rifa’i Muhammad Sholeh Munir, Abdullah Faiq Nanik H Nihayatun Nafisah Nugraeni Ratna Widiastuti Nurhalim, Kubad Nurwicaksana, Wahyu Aulia Parastiwi, Andriani Permatasari, A.A Intan Purwanto, Rizqy Amrullah Risdhayanti, Anindya Dwi Riskitasari, Septyana Rizky Agita Indrawan Rizqy Amrullah Purwanto Ronilaya, Ferdian Rosyidin, Arif Anwar Sapto Wibowo Sapto Wibowo Sapto Wibowo Sembiring, Rinawati Septriandi Wirayoga Setiawan, Budhy Setiawan, Hendra Mars Sidik Nurcahyo Siradjuddin, Indrazno Siswoko Siswoko Sunu Hasta Wibowo, Sunu Hasta Supiyono . Supriatna A.S Supriatna Adhisuwignjo Syamsiana, Ika Noer Syarifatul Izza Tarmukan Tarmukan Tyanggoro, Lif Wijaya Kusuma Wijaya, Wildan Surya Winarno, Totok Wirawan Yoga Setiono Yogi Sulistyopambudi Yulianto Yulianto Yulianto Yulianto Zaliyah Amalia