journal article·2023-11-05Open access

Total Harmonic Distortion Reduction in Multilevel Inverters through the Utilization of the Moth–Flame Optimization Algorithm

Adolfo R. Lopez, Oscar A. López-Núñez, Ricardo Pérez-Zúñiga, Jair Gómez Radilla, Mario Martínez-García, Maria A. López-Osorio, Gerardo Ortiz-Torres, Mayra G. Mena-Enriquez, Moises Ramos-Martinez, Juan Carlos Mixteco-Sánchez, Carlos Alberto Torres-Cantero, Felipe D. J. Sorcia-Vázquez, Jesse Y. Rumbo-Morales

Applied Sciences· Volume 13· Issue 21

Abstract

This paper shows the implementation of the Moth–Flame Optimization algorithm in a Cascade-H multilevel inverter with five and seven levels to determine the optimal switching sequence of the inverter’s semiconductor devices. The algorithm was coded in Matlab software, and the obtained switching sequences were implemented in a Cascade-H multilevel inverter laboratory prototype, where the output voltage waveform was obtained using a digital oscilloscope. The experimental Total Harmonic Distortion was obtained using a power quality analyzer. The experimental results show the improvement of the Total Harmonic Distortion in the voltage output. These results were compared with other papers in the literature with different metaheuristic methods concerning the same modulation. These findings demonstrate the feasibility of employing the Moth–Flame Optimization Algorithm to significantly reduce the Total Harmonic Distortion, obtaining a lower value than most analyzed papers.
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Research context

OpenAlex topics: Multilevel Inverters and Converters · Silicon Carbide Semiconductor Technologies · Microgrid Control and Optimization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

TecNM/ITS Irapuato, Irapuato 36821, Mexico

Facultad de Ingeniería, Universidad Autónoma de Baja California, Blvd. Benito Juarez S/N, Mexicali 21280, Mexico

Sistema de Universidad Virtual, Universidad de Guadalajara, Av Enrique Díaz de León Sur 782, Moderna, Guadalajara 44200, Jalisco, Mexico

Centro Universitario de los Valles, Universidad de Guadalajara, Carretera Guadalajara-Ameca Km 45.5, Ameca 46600, Mexico

Natural and Exact Sciences Department, University of Guadalajara, Ameca 46600, Mexico

Biomedical Sciences Department, University of Guadalajara, Tonalá 45425, Mexico

Tecnológico Nacional de México Campus Colima, Av. Tecnológico # 1, Col. Liberación, Villa de Álvarez 28976, Mexico

Facultad de Ingeniería Mecánica y Eléctrica, Universidad de Colima, Carretera Colima, Coquimatlan Km 9, Valle de las Huertas, Coquimatlán 28400, Mexico

References (40)

Show source-provided references
1. Reviews on multilevel converter and modulation techniques10.1016/j.rser.2017.05.163 ↗
2. Barros, L.A., Martins, A.P., and Pinto, J.G. (2022). A Comprehensive Review on Modular Multilevel Converters, Submodule Topologies, and Modulation Techniques. Energies, 15.10.3390/en15031078 ↗
3. Review of multilevel voltage source inverter topologies and control schemes10.1016/j.enconman.2010.09.006 ↗
4. A survey on cascaded multilevel inverters10.1109/TIE.2009.2030767 ↗
5. Ali Khan, M.Y., Liu, H., Yang, Z., and Yuan, X. (2020). A Comprehensive Review on Grid Connected Photovoltaic Inverters, Their Modulation Techniques, and Control Strategies. Energies, 13.10.3390/en13164185 ↗
6. Koshti, A.K., and Rao, M. (2017, January 24–26). A Brief review on multilevel inverter topologies. Proceedings of the 2017 International Conference on Data Management, Analysis and Innovation (ICDMAI), Pune, India.10.1109/ICDMAI.2017.8073508 ↗
7. Bertin, T., Despesse, G., and Thomas, R. (2023). Comparison between a Cascaded H-Bridge and a Conventional H-Bridge for a 5-kW Grid-Tied Solar Inverter. Electronics, 12.10.3390/electronics12081929 ↗
8. Jahan, H.K., Kurdkandi, N.V., Abapour, M., Zare, K., Hosseini, S.H., Yang, Y., and Blaabjerg, F. (2020). Common-ground-type single-source high step-up cascaded multilevel inverter for transformerless PV applications. Mathematics, 8.10.3390/math8101716 ↗
9. Shin, C., Lim, K., Petrus, S.D., and Choi, J. (2017, January 4–6). Harmonics compensation for grid-connected inverter caused by local nonlinear load. Proceedings of the 2017 19th International Conference on Electrical Drives and Power Electronics (EDPE), Dubrovnik, Croatia.10.1109/EDPE.2017.8123254 ↗
10. Lim, K., Simatupang, D.P., and Choi, J. (2017, January 3–7). PR based output voltage regulation for harmonic compensation under islanded mode of microgrid with magnitude restoration. Proceedings of the 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia (IFEEC 2017—ECCE Asia), Kaohsiung, Taiwan.10.1109/IFEEC.2017.7992343 ↗
11. Calculation of Optimal Switching Angles for a Multilevel Inverter Using NR, PSO, and GA- a Comparison10.18280/ejee.224-506 ↗
12. Implementation of novel technique for selective harmonic elimination in multilevel inverters based on ICA10.1155/2013/847365 ↗
13. Lopez, A.R., Cortés, C.J., Muñoz, C.A., Alonso, L.A., Muñoz Moreno, G., Vazquez, G., Sosa, J.M., De Leon Aldaco, S., and Aguayo, J. (2022, January 9–11). Optimal Switching Angles Calculation for a Multilevel Inverter Through the ABC Algorithm. Proceedings of the 2022 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2022), Ixtapa, Mexico.10.1109/ROPEC55836.2022.10018794 ↗
14. Lopez, A.R., Cortes, C.J., Limones-Pozos, C.A., Sosa, J.M., Aguayo, J., and De Leon Aldaco, S. (2020, January 10–12). Optimal Switching Angles Calculation for a Multilevel Inverter through the SHE Method and the PSO Algorithm, a comparison. Proceedings of the 2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2020), Ixtapa, Mexico.10.1109/ROPEC50909.2020.9258680 ↗
15. Reyes, M.M., Alquicira, J.A., Aldaco, S.D.L., Campos, E.M.A., and Severiano, Y.R. (2018, January 10–12). Calculation of Optimal Switching Angles for a Multilevel Inverter using NR and GA-a comparison. Proceedings of the 14th IEEE International Conference on Power Electronics, Doha, Qatar.10.1109/CIEP.2018.8573408 ↗
16. THD Minimization Applied Directly on the Line-to-Line Voltage of Multilevel Inverters10.1109/TIE.2011.2143373 ↗
17. Metaheuristic Optimization Methods Applied to Power Converters: A Review10.1109/TPEL.2015.2397311 ↗
18. Alamri, B., and Darwish, M. (2014, January 2–5). Precise modelling of switching and conduction losses in cascaded h-bridge multilevel inverters. Proceedings of the Universities Power Engineering Conference, Cluj-Napoca, Romania.10.1109/UPEC.2014.6934613 ↗
19. Kumar, A., Dasgupta, A., and Chatterjee, D. (2016, January 14–17). Harmonic mitigation of cascaded multilevel inverter using particle swarm optimization technique. Proceedings of the IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES 2016), Trivandrum, India.10.1109/PEDES.2016.7914387 ↗
20. Chatterjee, A., Rastogi, A., Rastogi, R., Saini, A., and Sahoo, S.K. (2017, January 21–22). Selective Harmonic Elimination of Cascaded H-Bridge Multilevel Inverter using Genetic Algorithm. Proceedings of the International Conference on Innovations in Power and Advance Computing Technologies (i-PACT2017), Vellore, India.10.1109/IPACT.2017.8245005 ↗
21. Sahoo, S.K., Saha, A.K., Ezugwu, A.E., Agushaka, J.O., Abuhaija, B., Alsoud, A.R., and Abualigah, L. (2023). Moth Flame Optimization: Theory, Modifications, Hybridizations, and Applications, Springer.10.1007/s11831-022-09801-z ↗
22. Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm10.1016/j.knosys.2015.07.006 ↗
23. Nadimi-Shahraki, M.H., Zamani, H., Fatahi, A., and Mirjalili, S. (2023). MFO-SFR: An Enhanced Moth-Flame Optimization Algorithm Using an Effective Stagnation Finding and Replacing Strategy. Mathematics, 11.10.3390/math11040862 ↗
24. Rezk, H., Zaky, M.M., Alhaider, M., and Tolba, M.A. (2022). Robust Fractional MPPT-Based Moth-Flame Optimization Algorithm for Thermoelectric Generation Applications. Energies, 15.10.3390/en15238836 ↗
25. Shaikh, M.S., Raj, S., Ikram, M., and Khan, W. (2022). Parameters estimation of AC transmission line by an improved moth flame optimization method. J. Electr. Syst. Inf. Technol., 9.10.1186/s43067-022-00066-x ↗
26. Maximization of the power delivered from permanent magnet synchronous generator wind energy conversion system to the grid based on using moth flame optimization
27. Nadimi-shahraki, M.H., Fatahi, A., Zamani, H., Mirjalili, S., and Oliva, D. (2022). Hybridizing of Whale and Moth-Flame Optimization Algorithms to Solve Diverse Scales of Optimal Power Flow Problem. Electronics, 11.10.3390/electronics11050831 ↗
28. MFO-optimized constitutive model for a hybrid aluminum nanocomposite10.1016/j.matpr.2020.12.437 ↗
29. Alfaomega Grupo (2022). MATLAB Computación Metaheurística y Bio-Inspirada, MATLAB. [1st ed.].
30. Ceylan, O. (2016, January 3–5). Harmonic elimination of multilevel inverters by moth-flame optimization algorithm. Proceedings of the 2016 International Symposium on Industrial Electronics (INDEL 2016—Proceedings), Banja Luka, Bosnia and Herzegovina.10.1109/INDEL.2016.7797803 ↗
31. Danin, Z., Sharma, A., Averbukh, M., and Arabinda, M. (2022). Improved Moth Flame Optimization Approach for Parameter Estimation of Induction Motor. Energies, 15.10.3390/en15238834 ↗
32. Khurma, R.A., Alsawalqah, H., Aljarah, I., Elaziz, M.A., and Damaševičius, R. (2021). An enhanced evolutionary software defect prediction method using island moth flame optimization. Mathematics, 9.10.3390/math9151722 ↗
33. Parameter Identification of Single-Phase Inverter Based on Improved Moth Flame Optimization Algorithm10.1080/15325008.2019.1607922 ↗
34. Multilevel voltage-source-converter topologies for industrial medium-voltage drives10.1109/TIE.2007.907044 ↗
35. Multilevel Inverters: A Survey of Topologies, Controls, and Applications10.1109/TIE.2002.801052 ↗
36. Multilevel converters: An enabling technology for high-power applications10.1109/JPROC.2009.2030235 ↗
37. Parameters extraction of the three diode model for the multi-crystalline solar cell/module using Moth-Flame Optimization Algorithm10.1016/j.enconman.2016.06.052 ↗
38. An Improved Hybrid PSO-TS Algorithm for Solving Nonlinear Equations of SHEPWM in Multilevel Inverters10.1109/ACCESS.2022.3170442 ↗
39. Optimization of SHEPWM cascaded multilevel inverter switching patterns
40. (1993). IEEE Recommended Practices and Requirements for Harmonic Control in Electrical Power Systems (Standard No. IEEE Std 519-1992).