Article Per Year (5 Year)
p-Index From 2020 - 2025
1.431
P-Index
This Author published in this journals
All Journal ComEngApp : Computer Engineering and Applications Journal Teknika TELKOMNIKA (Telecommunication Computing Electronics and Control) Bulletin of Electrical Engineering and Informatics Sinergi IJEMS (Indonesian Journal of Environmental Management and Sustainability) Indonesian Journal of Electrical Engineering and Computer Science Community Development Journal: Jurnal Pengabdian Masyarakat Karya Kesehatan Journal of Community Engagement
Muhammad Abu Bakar Sidik
Universitas Sriwijaya
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Medicine & Pharmacology Nursing Public Health Veterinary

Published : 11 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 11 Documents
Search

 1   2 
Improving Low-Cost Single-Phase Inverter Performance using DRL-Based Control System: Experimental Validation Jambak, Muhammad Irfan; Sidik, Muhammad Abu Bakar; Dinata, Noer Fadzri Perdana
Computer Engineering and Applications Journal (ComEngApp) Vol. 14 No. 2 (2025)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This paper presents the improvement of a low-cost, single-phase pure sine wave inverter controlled by a deep reinforcement learning (DRL) agent. The study addresses the challenge of lacking performance of low-cost inverter, which is primarily due to the stability requirements of conventional control strategies. A DRL- based control approach is proposed to enhance voltage and frequency stability while reducing the need for extensive manual tuning. The system is validated through both simulation and experimental verification in a microgrid islanded configuration. The results demonstrate that the DRL-based inverter effectively maintains 220 VRMS at 50 Hz, achieving a stable root mean square voltage of 219.8 V, and a total harmonic distortion (THD) below 8%. The use of DRL making it an attractive solution for renewable energy systems, off-grid applications, and rural electrification. This study highlights the feasibility of DRL in power electronics and suggests that further optimization of training generalization and computational efficiency could enhance real-time and grid-tied deployment. The findings contribute to the advancement of intelligent inverter control, offering an alternative for next-generation microgrid and distributed energy systems.
Co-Authors AA Sudharmawan, AA Agus Lestari Yuono Agus Lestari Yuono Ahmad, Mohd. Riduan ANWAR, WIWIN ARMOLDO OKTAVIANI Citra Indriyati D. R. Yuniarti Dewi Amalia Dinata, Noer Fadzri Perdana Elnaz Akbari Fitria, Syarifa Fitriani, Heni Heni Fitriani Ike Bayusari Indriyati, Citra Iskhaq Iskandar Krisna, Julia M. I. Jambak Mohd Riduan Ahmad Mona Riza Mohd Esa Muhammad Irfan Jambak Muhammad Irfan Jambak N. F. A. Isa Norain Sahari Norbayah Yusop Oktaviani, Wiwin A. R. F. Kurnia Sakura Yulia Iryani Sakura Yulia Iryani, Sakura Yulia Shamsul Ammar Shamsul Baharin Syed Muhammad Zafar Iqbal Tan Shea Ching Tuty Emilia Agustina Z. Buntat Zainuddin Nawawi Zolkafle Buntat Zulkifli Azman