African Vultures Optimization Algorithm-Based Selective Harmonic Elimination for Multi-level Inverter

Yıl 2023, Cilt: 11 Sayı: 4, 329 - 339, 22.12.2023

Yasin Bektaş

https://doi.org/10.17694/bajece.1312668

Öz

Çok seviyeli inverterler (ÇSİ), iyileştirilmiş çıkış dalga formu ve azaltılmış harmonik distorsiyon gibi avantajlarıyla dikkat çekmektedir. Ancak, ÇSİ sistemlerinde hala harmonik sorunu bulunmaktadır. Araştırmacılar, bu sorunu çözmek için seçici harmonik eliminasyonu-darbe genişliği modülasyonu (SHE-PWM) tekniğini kullanmıştır. Ancak, seçilen harmoniklerin ortadan kaldırılması için gereken SHE denklemleri karmaşık ve yoğun hesaplamalar gerektirir. Bu makalede, ÇSİ'lerde SHE denklemlerini çözmek için nispeten yeni bir Afrika Akbabaları Optimizasyonu (AVO) algoritması sunulmaktadır. AVO tabanlı SHE-PWM tekniği, 7, ve 11 seviyeli kaskad ÇSİ üzerinde test edilmiştir. Önerilen algoritma, 0.1 ile 1.0 modülasyon indeksi aralığında uygun çözümler bulmayı başarmıştır. 0.5 ile 1.0 arasındaki modülasyon indeksi aralığında seçilen harmoniklerin başarılı bir şekilde yok edilebildiği ve temel gerilimin %0.5'ten daha az hata ile kontrol edilebildiği gözlenmiştir.

Anahtar Kelimeler

African Vultures Optimization Algorithm, Multi-level inverter, Selective Harmonic Elimination, Optimization.

Kaynakça

• A. Raki, Y. Neyshabouri, M. Aslanian, & H. Iman-Eini, “A Fault-Tolerant Strategy for Safe Operation of Cascaded H-Bridge Multilevel Inverter under Faulty Condition”. IEEE Transactions on Power Electronics.
• B. Karthikeyan, B. Swetha, C. Shahana, B. Vijay, & M. Swathi, “Switched Capacitor Based Multilevel Inverter for\newline PV System”. In 2023 9th International Conference on Electrical Energy Systems (ICEES) (pp. 471-475). IEEE. March, 2023.
• N. Padmamalini, P. Deepa, T. Joel, S. Loganayagi, M. F. Banu, & S. Gomathi, “Control of Diode Clamped Multilevel Inverter based STATCOM for Reactive Power Compensation using H-bridge Topology”. In 2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS) (pp. 1860-1865). IEEE.
• H. I. Hazim, K. A. Baharin, C. K. Gan, A. H. Sabry, & A. J. Humaidi, Review on optimization techniques of PV/inverter ratio for grid-Tie PV systems. Applied Sciences, 13(5), 3155, 2023.
• C. Mayet, D. Labrousse, R. Bkekri, F. Roy, & G. Pongnot, “Energetic Macroscopic Representation and Inversion-Based Control of a Multi-Level Inverter with Integrated Battery for Electric Vehicles”. In 2021 IEEE Vehicle Power and Propulsion Conference (VPPC) (pp. 1-6). IEEE, October, 2021.
• C. Pisani, G. Bruno, H. Saad, P. Rault, & B. Clerc, “Functional validation of a real VSC HVDC control system in black start operation”, In 2019 AEIT HVDC International Conference (AEIT HVDC) (pp. 1-6). IEEE. May, 2019.
• H. Lin, R. Chen, R. Li, L. Zhu, H. Yan, & Z. Shu , “A flexible and fast space vector pulse width modulation technique for multilevel converters”, In 2019 22nd International Conference on Electrical Machines and Systems (ICEMS) (pp. 1-4). IEEE, August, 2019.
• S. A. Azmi, A. A. Shukor, & S. R. A. Rahim, “Performance evaluation of single-phase H-bridge inverter using selective harmonic elimination and sinusoidal PWM techniques”, In 2018 IEEE 7th International Conference on Power and Energy (PECon) (pp. 67-72). IEEE, December, 2018.
• S. E. Arslan, F. E. Uzun, K. Gürkan, A. Acar, İ. O. Yildirim, , U. Güven, ... & S. Yarman, “Realization of SV-PWM motor control algorithm using ARM Cortex-M4 based microcontroller”, In 2016 National Conference on Electrical, Electronics and Biomedical Engineering (ELECO) (pp. 282-285). IEEE. December, 2016.
• E. Bektas, & H. Karaca, “GA based selective harmonic elimination for multilevel inverter with reduced number of switches: an experimental study”, Elektronika ir Elektrotechnika, 25(3), 10-17, 2019.
• A. Pourdadashnia, M. Farhadi‐Kangarlu, B. Tousi, & M. Sadoughi ,. “SHM‐PWM technique in a cascaded H‐bridge multilevel inverter with adjustable DC‐link for wide voltage range applications”, International Journal of Circuit Theory and Applications, 51(5), 2228-2246, 2023.
• S. Pani, N. Guru, D. Puhan, & A. K. Barisal, “Comparative Performance analysis of Multilevel Inverter through meta heuristics”, In 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS) (pp. 129-135). IEEE, May, 2022.
• B. G. Babu & M. S. Kalavathi, “Hardware Implementation of Multilevel Inverter using NR, GA, Bee Algorithms” In 2021 International Conference on Sustainable Energy and Future Electric Transportation (SEFET) (pp. 1-6). IEEE. January, 2021.
• Y. Bektaş, & H. Karaca, “Red deer algorithm based selective harmonic elimination for renewable energy application with unequal DC sources” Energy Reports, 8, 588-596, 2022.
• B. Abdollahzadeh, F. S. Gharehchopogh, & S. Mirjalili, African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems”, Computers & Industrial Engineering, 158, 107408, 2021.
• H. Karaca, & E. Bektas, “Selective Harmonic Elimination Technique Based on Genetic Algorithm for Multilevel Inverters”, In Transactions on Engineering Technologies: World Congress on Engineering and Computer Science 2015 (pp. 333-347). Springer Singapore, 2017
• M. YEŞİLBUDAK, “Extraction of photovoltaic cell and photovoltaic module parameters using african vultures optimization algorithm” Gazi University Journal of Science Part C: Design and Technology, 9(4), 708-725.
• M. E. Bento, “Design of a Resilient Wide-Area Damping Controller Using African Vultures Optimization Algorithm”, In 2021 31st Australasian Universities Power Engineering Conference (AUPEC) (pp. 1-6). IEEE, September ,2021.
• H. E. ALOUACHE, S. SAYAH, & A. HAMOUDA, “Africa vultures optimization algorithm for optimal power flow solution including SVC devices”, In 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD). IEEE. May, 2022
• R. Liu, T. Wang, J. Zhou, X. Hao, Y. Xu, & J. Qiu, “Improved African vulture optimization algorithm based on quasi-oppositional differential evolution operator”, IEEE Access, 10, 95197-95218, 2022.
• D. Gürses, P. Mehta, S. M. Sait, & A. R. Yildiz, African vultures optimization algorithm for optimization of shell and tube heat exchangers”, Materials Testing, 64(8), 1234-1241. 2022.
• J. Zhang, M. Khayatnezhad, & N. Ghadimi, “Optimal model evaluation of the proton-exchange membrane fuel cells based on deep learning and modified African Vulture Optimization Algorithm”. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 44(1), 287-305. 2022.
• M. Ahmed, M. Khamies, G. Magdy, & S. Kamel, “Designing Optimal PI λ D μ Controller for LFC of Two-Area Power Systems Using African Vulture's Optimization Algorithm”, In 2021 22nd International Middle East Power Systems Conference (MEPCON) (pp. 430-437). IEEE, December, 2021.
• S. Mil’shtein, & D. N. Asthana, “Brief Comparison of Tandem and Cascaded Solar Cells”, In 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC) (pp. 2260-2263). IEEE, June, 2021.
• F. S. Gharehchopogh, “An improved Harris Hawks optimization algorithm with multi-strategy for community detection in social network” Journal of Bionic Engineering, 20(3), 1175-1197, 2023.
• T. Sonmezocak, O. Akar, & U. K. Terzi, “HIGH PERFORMANCE ADAPTIVE ACTIVE HARMONIC FILTER DESIGN FOR NON-LINEAR LED LOADS” Light & Engineering, 30(1), 29-38, 2022.
• A. Demirci, O. Akar, U. K. Terzi, & T. Sönmezocak, “Investigation of International Harmonic Standards in Power Systems”, In 4th International Mardin Artuklu Scientific Research Congress (pp. 7-8), 2020, August.