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All Journal International Journal of Electrical and Computer Engineering International Journal of Power Electronics and Drive Systems (IJPEDS) Jurnal Pembangunan Wilayah dan Kota Jurnal Teknik PWK Jurnal Teknik Sipil dan Perencanaan Geoplanning : Journal of Geomatics and Planning REKAYASA e-Jurnal Arus Elektro Indonesia Ruang ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika AKSIOMA REKA RUANG Journal of Robotics and Control (JRC) Frontier Energy System and Power Engineering INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Community Empowerment Vivabio : Jurnal Pengabdian Multidisiplin Jurnal Fortech CONSEN: Indonesian Journal of Community Services and Engagement Borobudur Engineering Review Jurnal FORTECH
Widjonarko .
Departemen Perencanaan Wilayah Dan Kota, Fakultas Teknik, Universitas Diponegoro, Semarang, Indonesia
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Journal : Journal of Robotics and Control (JRC)

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Voltage Tracking of Bidirectional DC-DC Converter Using Online Neural Network for Green Energy Application Diana, Nor Farisha; Utomo, Wahyu Mulyo; Abu Bakar, Afarulrazi Bin; Salimin, Suriana; Priyandoko, Gigih; Widjonarko, Widjonarko
Journal of Robotics and Control (JRC) Vol. 6 No. 1 (2025)
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jrc.v6i1.22326

Abstract

In the current era, green energy systems like solar PV, wind energy, and battery storage critically rely on DC-DC converters to manage power flow and voltage conversion efficiently, ensuring optimal performance and reliability. Nevertheless, converters face multiple challenges, including efficiency losses, thermal management concerns, and electromagnetic interference, which can impact these green energy systems' overall performance and reliability. To overcome these challenges, it is necessary to utilize advanced control mechanisms, enhance heat management approaches, and optimize component design. Implementing these improvements will improve the effectiveness and durability of DC-DC converters in renewable energy applications. This research aims to analyze the performance characteristics of a three-phase interleaved half-bridge bidirectional (TPHB-Bi) converter. The research objective involves investigating the effectiveness of the proposed controller by rigorously assessing voltage tracking. This is done through comprehensive assessments of start-up procedures and reference voltage variations using MATLAB/Simulink. The study utilizes a neural network controller with an online learning algorithm based on backpropagation to enhance the converter's operational capabilities, ensuring a stable output voltage and improved transient response. The simulation results highlight the significant advantages of the proposed controller over a conventional PID controller. It exhibits a remarkable reduction in overshoot by 5.29%, considerably shorter rise times ranging from 0.01ms to 0.1ms, and faster settling times of 0.025s. The findings have great importance in promoting sustainable energy development and environmental protection. They demonstrate that implementing advanced control strategies for DC-DC converters can result in more efficient and reliable green energy systems.
Co-Authors Abu Bakar, Afarulrazi Bin Ahmad Arwiansyah, Ahmad AHMADI, SOFYAN Ahmed Mohammed Ate, Abdelrahim Akmal, Ahmad Ishamul Ayady Anam, M. Khairul Andi Setiawan Anindya Ayu Puspa Nugraheni Arizal Mujibtamala Nanda Imron Ate, Abdelrahim Ahmed Mohammed Bagas Atmawan Baskara, Fatah Ridha Bastian Tri Noviadi Bayu Rudiyanto Broto Sunaryo Dalilul Islamy Diana, Nor Farisha Dodi Setiabudi Dwiki Muharrama Eka Dyah Wahyu Prasetyaningsih Firdaus, Adhani Fitri, Zilvanhisna Emka GAMMA ADITYA RAHARDI Hartuti Purnaweni Hasanur Mohammad Firdausi Holi Bina Wijaya Ike Fibriani Immawan Indri Mustikaningrum Ishamul Ayady Akma, Ahmad Ivan Yusuf Iwan Rudiarto Kresno Ranu Aji Kurnia Setiawan, Dedy Lucky Mutiara Pindan Rattekarua Maryono Maryono Maryono Maryono Maulana, Faaruq Muh Asnoer Laagu Muhammad Lutfi Aliyudin Nur Fauzi, Ahmad Oktavianus, Trio Putra Omar, Saodah Ovi Letare Monalisa Sinaga Prastika Wijayanti Priyandoko Gigih Rosyadi, Marwan Salimin, Suriana Samsul Bachri, Samsul Satryo Budi Utomo Solikhah Retno Hidayati Sri Rahayu Sugiyarto, Anis Meilitasari Sumardi . Syamsu Rizal Hendarto Tantio Kartiko Pamulih Taufan Rahmananda Tri Retnaningsih Soeprobowati Triwahju Hardianto Tusiana Wismandani Ul Fikri, Auliya Utari Ardiyanti Vania Mirza Eriyanti Vivi, Vivi Nur’anini Sutimi Wahyu Indriastuti Wahyu Muldayani Wahyu Mulyo Utomo Widyono Hadi Zulinar Irfiyanti