Analisis Sistem Kontrol Bidirectional Converter dengan Algoritma Electric Charged Particles Optimization (ECPO) terhadap Perubahan Tegangan Input Baterai
DOI:
https://doi.org/10.26740/jte.v15n3.p228-237Keywords:
PI ControllerAbstract
Battery charging and discharge systems require an ideal control system for improved performance and extended battery life as it is crucial in the usage of renewable energy and electric cars. One of the main problems of this system is how to achieve the best control of the bidirectional converter for power flow regulation in the source and battery in order to make it of fast response nature, high efficiency, and good stability during various operating conditions. In this paper, it is proposed to make use of the utilization of the application of the Electric Charged Particles Optimization (ECPO) algorithm as the optimizing method in the control system of the bidirectional converter. ECPO is a population-based method based on the inspiration of the interaction between electrically charged particles that can find optimal solutions quicker and more economically than traditional optimization methods. The simulation test under various conditions with Simulink shows that the settling time is smaller, response and steady state error almost 0 in the ECPO system. According to the test results, the ECPO system can confirm a measurable enhancement in the stability and robustness of the system.
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Adhikary, S., & Biswas, P. K. (2024). Optimization of PID Tuning of DC-DC Bidirectional Converter Control Strategy for EV Charger using GA and IoT based SOC Estimation. Proceedings - 2024 1st International Conference on Innovative Sustainable Technologies for Energy, Mechatronics and Smart Systems, ISTEMS 2024. https://doi.org/10.1109/ISTEMS60181.2024.10560127
Alanezi, M. A., Bouchekara, H. R. E. H., Shahriar, M. S., Sha’aban, Y. A., Javaid, M. S., & Khodja, M. (2021). Motion-encoded electric charged particles optimization for moving target search using unmanned aerial vehicles. Sensors, 21(19). https://doi.org/10.3390/s21196568
Al-Dabbagh, Z. A., Shneen, S. W., & Hanfesh, A. O. (2024). Fuzzy Logic-based PI Controller with PWM for Buck-Boost Converter. Journal of Fuzzy Systems and Control, 2(3), 147–159. https://doi.org/10.59247/jfsc.v2i3.239
Al-Obaidi, N. A., Abbas, R. A., & Khazaal, H. F. (2022). A Review of Non-Isolated Bidirectional DC-DC Converters for Hybrid Energy Storage System. IICETA 2022 - 5th International Conference on Engineering Technology and Its Applications, 248–253. https://doi.org/10.1109/IICETA54559.2022.9888704
Bakria, D., Gozim, D., & Korich, B. (2023). Chaos Elimination for a Buck Converter Using the Multi-Objective Grey Wolf Optimiser. Power Electronics and Drives, 8(1), 165–173. https://doi.org/10.2478/pead-2023-0012
Büchi, R. (2023). PID parameter tables after ITAE to control overshooting systems found with AI algorithm.
Cabrane, Z., Kim, J., Yoo, K., & Ouassaid, M. (2021). HESS-based photovoltaic/batteries/supercapacitors: Energy management strategy and DC bus voltage stabilization. Solar Energy, 216, 551–563. https://doi.org/10.1016/j.solener.2021.01.048
Çelik, E. (2021). Design of new fractional order PI–fractional order PD cascade controller through dragonfly search algorithm for advanced load frequency control of power systems. Soft Computing, 25(2), 1193–1217. https://doi.org/10.1007/s00500-020-05215-w
Chatterjee, A., Patra, S., Samal, P., Jyoti, D., & Utsav, K. A. (2024). Investigation Analysis of a Bi-directional DC-DC Converter for EV Charging. 2024 IEEE 1st International Conference on Advances in Signal Processing, Power, Communication, and Computing, ASPCC 2024, 118–123. https://doi.org/10.1109/ASPCC62191.2024.10881172
Chincholkar, S., Tariq, M., Poshtan, M., & Sharaf, M. (2024). Normalized Error-Based PI Controller and Its Application to the DC–DC Buck Converter. Mathematics, 12(2). https://doi.org/10.3390/math12020240
Daraz, A., Basit, A., & Zhang, G. (2023). Performance analysis of PID controller and fuzzy logic controller for DC-DC boostconverter. PLoS ONE, 18(10 October). https://doi.org/10.1371/journal.pone.0281122
Demirtas, M., & Ahmad, F. (2023). Fractional fuzzy PI controller using particle swarm optimization to improve power factor by boost converter. International Journal of Optimization and Control: Theories and Applications, 13(2), 205–213. https://doi.org/10.11121/ijocta.2023.1260
Doğan, K., & Dağ, B. (2024). Design and Optimization of Voltage Mode PWM Control of DC-DC Buck Converter with a PI-Lead Compensator Using the Simulated Annealing Algorithm. Black Sea Journal of Engineering and Science, 7(1), 72–88. https://doi.org/10.34248/bsengineering.1382392
Firmansyah, R., Saputra, P. P. S., & Althobiti, A. (2024). DC Motor Speed Control using Particle Swarm Optimization based on Labview. JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA), 8(2), 111–121. https://doi.org/10.21070/jeeeu.v8i2.1701
Golhani, T., & Mohaney, S. (2024). Control and Designing of Bidirectional DC-DC Converter. In International Journal of Research Publication and Reviews (Vol. 5, Number 1). www.ijrpr.com
Haque, M. R., & Razzak, M. A. (2021, April 21). A buck converter-based battery charging controller for electric vehicles using modified PI control system. 2021 IEEE International IOT, Electronics and Mechatronics Conference, IEMTRONICS 2021 - Proceedings. https://doi.org/10.1109/IEMTRONICS52119.2021.9422646
Hidayat, T., Ramli, M. A. M., & Alqahtani, M. M. (2024). Optimization of Non-Uniform Onshore Wind Farm Layout Using Modified Electric Charged Particles Optimization Algorithm Considering Different Terrain Characteristics. Sustainability (Switzerland) , 16(7). https://doi.org/10.3390/su16072611
Huba, M., Chamraz, S., Bistak, P., & Vrancic, D. (2021). Making the pi and pid controller tuning inspired by ziegler and nichols precise and reliable. Sensors, 21(18). https://doi.org/10.3390/s21186157
Ihsan Al-Fikri. (2022). Fuzzy-PI Control for Buck Converter Output Voltage Stabilizer (Vol. 14, Number 1).
Inomoto, R. S., Monteiro, J. R. B. D. A., & Filho, A. J. S. (2022). Boost Converter Control of PV System Using Sliding Mode Control With Integrative Sliding Surface. IEEE Journal of Emerging and Selected Topics in Power Electronics, 10(5), 5522–5530. https://doi.org/10.1109/JESTPE.2022.3158247
Joseph, S. B., Dada, E. G., Abidemi, A., Oyewola, D. O., & Khammas, B. M. (2022). Metaheuristic algorithms for PID controller parameters tuning: review, approaches and open problems. In Heliyon (Vol. 8, Number 5). Elsevier Ltd. https://doi.org/10.1016/j.heliyon.2022.e09399
Kamel, S., Houssein, E. H., Hassan, M. H., Shouran, M., & Hashim, F. A. (2022). An Efficient Electric Charged Particles Optimization Algorithm for Numerical Optimization and Optimal Estimation of Photovoltaic Models. Mathematics, 10(6). https://doi.org/10.3390/math10060913
Kechida, A., Gozim, D., Toual, B., & Derradji, B. (2025). Optimal Control of Bi-directional Converter to Enhance the Performance of an off-Grid Hybrid System. Engineering, Technology and Applied Science Research, 15(3), 23988–23994. https://doi.org/10.48084/etasr.10787
Khan Baloch Assistant Professor, S., Waqar, M., Abdullah Bin Arif, M., & Aqeel Anwar, M. (2025). Modeling and Control of Bidirectional DC-DC Converters for Electric Vehicle Battery Management and Energy Recovery Systems. Global Research Journal of Natural Science and Technology (Grjnst), 3–5. www.grjnst.com
Khan, M. J., Akhtar, M. N., & Afthanorhan, A. (2025). An innovative control of the charging and discharging for the battery management operation using a bidirectional converter. Future Technology, 4(1), 23–28. https://doi.org/10.55670/fpll.futech.4.1.3
Kulikov, V. V, Kutsyi, A. P., & Kutsyi, N. N. (2021). Formation of algorithm of automatic parametric optimization of PI controller with variable parameters while using Internal Model Control. IOP Conference Series: Materials Science and Engineering, 1151(1), 012031. https://doi.org/10.1088/1757-899x/1151/1/012031
Liu, H., Cui, S., Zhang, H., Hu, Y., Xue, Y., & Liu, C. (2023). The Hybrid Bidirectional DC/DC Converter: Mutual Control and Stability Analysis. CSEE Journal of Power and Energy Systems, 9(2), 769–778. https://doi.org/10.17775/CSEEJPES.2021.00260
Muktiadji, R. F., Ramli, M. A. M., & Milyani, A. H. (2024). Twin-Delayed Deep Deterministic Policy Gradient Algorithm to Control a Boost Converter in a DC Microgrid. Electronics (Switzerland), 13(2). https://doi.org/10.3390/electronics13020433
Muktiadji, R. F., & Rushdi, A. M. (2021). Reliability Analysis of Boost Converters Connected to a Solar Panel Using a Markov Approach. Journal of Energy Research and Reviews, 29–42. https://doi.org/10.9734/jenrr/2021/v7i130182
Ramli, M. A. M., Bouchekara, H. R. E. H., & Milyani, A. H. (2023). Wind farm layout optimization using a multi-objective electric charged particles optimization and a variable reduction approach. Energy Strategy Reviews, 45. https://doi.org/10.1016/j.esr.2022.101016
Samosir, A. S., Sutikno, T., & Mardiyah, L. (2023). Simple formula for designing the PID controller of a DC-DC buck converter. International Journal of Power Electronics and Drive Systems, 14(1), 327–336. https://doi.org/10.11591/ijpeds.v14.i1.pp327-336
SUCU, H., GÖKTAŞ, T., & ARKAN, M. (2021). Design, Simulation and Application of Buck Converter with Digital PI Controller. Balkan Journal of Electrical and Computer Engineering, 9(2), 106–113. https://doi.org/10.17694/bajece.884290
Sutikno, T., Aprilianto, R. A., & Purnama, H. S. (2023). Application of non-isolated bidirectional DC-DC converters for renewable and sustainable energy systems: A review. In Clean Energy (Vol. 7, Number 2, pp. 293–311). Oxford University Press. https://doi.org/10.1093/ce/zkac070
Tong, Y., Salhi, I., Wang, Q., Lu, G., & Wu, S. (2025). Bidirectional DC-DC Converter Topologies for Hybrid Energy Storage Systems in Electric Vehicles: A Comprehensive Review. In Energies (Vol. 18, Number 9). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/en18092312
Trisna Nugraha, A., Asri, P., Sunarno, E., & Prilian Eviningsih, R. (2024). Design Build an Off Grid Based Solar Power Plant System Using The Bidirectional Buck And Boost Topology In The Conservation Of Sea Pearl Turtles. E3S Web of Conferences, 473. https://doi.org/10.1051/e3sconf/202447301006
Tuluhong, A., Xu, Z., Chang, Q., & Song, T. (2025). Recent Developments in Bidirectional DC-DC Converter Topologies, Control Strategies, and Applications in Photovoltaic Power Generation Systems: A Comparative Review and Analysis. In Electronics (Switzerland) (Vol. 14, Number 2). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/electronics14020389
Yanarates, C., & Zhou, Z. (2022). Design and Cascade PI Controller-Based Robust Model Reference Adaptive Control of DC-DC Boost Converter. IEEE Access, 10, 44909–44922. https://doi.org/10.1109/ACCESS.2022.3169591
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