A Multilevel Inverter for Grid-Connected Photovoltaic Systems Optimized by Genetic Algorithm
Received: 12 December 2022 | Revised: 15 January 2023 and 22 January 2023 | Accepted: 23 January 2023 | Online: 2 April 2023
Corresponding author: Wafa Boucheriette
Abstract
This article introduces a grid-connected photovoltaic (PV) source combined with a multi-level inverter. A converter five-level neutral point (NPC) can be used to integrate the PV power into the power grid with minimum harmonic distortions and high power capacity. If the output voltage of the PV generator varies significantly with solar radiation, the output voltage of the ripple must be fixed. For this reason, a regulation loop was used. In this study, we used a classical PI regulator. It is difficult to determine the PI controller transaction values, so Genetic Algorithm was used to optimize the PI controller parameters. The Matlab/Simulink simulation results show the better performance and efficiency of the PI controller optimized by the GA, in comparison to the stand-alone PI controller, regarding stability and accuracy, and the reduction of Total Harmonic Distortions (THD) of the current injected into the grid for any difference in solar radiation.
Keywords:
PV array, MPPT, inverter NPC, genetic algorithmDownloads
References
K. Arulkumar, D. Vijayakumar, and K. Palanisamy, "Modeling and control strategy of three phase neutral point clamped multilevel PV inverter connected to the grid," Journal of Building Engineering, vol. 3, pp. 195–202, Sep. 2015. DOI: https://doi.org/10.1016/j.jobe.2015.06.001
C. Cecati, F. Ciancetta, and P. Siano, "A Multilevel Inverter for Photovoltaic Systems With Fuzzy Logic Control," IEEE Transactions on Industrial Electronics, vol. 57, no. 12, pp. 4115–4125, Sep. 2010. DOI: https://doi.org/10.1109/TIE.2010.2044119
J. Selvaraj and N. A. Rahim, "Multilevel Inverter For Grid-Connected PV System Employing Digital PI Controller," IEEE Transactions on Industrial Electronics, vol. 56, no. 1, pp. 149–158, Jan. 2009. DOI: https://doi.org/10.1109/TIE.2008.928116
U. B. Tayab and M. A. A. Humayun, "Modeling and Analysis of a Cascaded Battery-Boost Multilevel Inverter Using Different Switching Angle Arrangement Techniques," Engineering, Technology & Applied Science Research, vol. 7, no. 2, pp. 1450–1454, Apr. 2017. DOI: https://doi.org/10.48084/etasr.1094
B. M. Manjunatha, S. N. Rao, A. S. Kumar, K. S. Zabeen, S. Lakshminarayanan, and A. V. Reddy, "An Optimized Multilevel Inverter Topology with Symmetrical and Asymmetrical DC Sources for Sustainable Energy Applications," Engineering, Technology & Applied Science Research, vol. 10, no. 3, pp. 5719–5723, Jun. 2020. DOI: https://doi.org/10.48084/etasr.3509
V. T. Ha, P. T. Giang, and V. H. Phuong, "T-Type Multi-Inverter Application for Traction Motor Control," Engineering, Technology & Applied Science Research, vol. 12, no. 2, pp. 8321–8327, Apr. 2022. DOI: https://doi.org/10.48084/etasr.4776
A. Nouaiti, A. Mesbahi, A. Saad, M. Khafallah, and M. Reddak, "Realization of a Single-Phase Multilevel Inverter for Grid-Connected Photovoltaic System," Engineering, Technology & Applied Science Research, vol. 8, no. 5, pp. 3344–3349, Oct. 2018. DOI: https://doi.org/10.48084/etasr.2247
S. J. Lee, H. S. Bae, and B. H. Cho, "Modeling and control of the single-phase photovoltaic grid-connected cascaded H-bridge multilevel inverter," in 2009 IEEE Energy Conversion Congress and Exposition, San Jose, CA, USA, Sep. 2009, pp. 43–47. DOI: https://doi.org/10.1109/ECCE.2009.5316126
T. S. Kumar and J. Shanrnugam, "Design and Anlaysis of CHB Inverter by Using Pi Fuzzy and ANN Techniques with Grid Connected PV System," in 2020 IEEE International Conference for Innovation in Technology (INOCON), Bangluru, India, Aug. 2020. DOI: https://doi.org/10.1109/INOCON50539.2020.9298260
R. Kharedia and R. Batra, "Performance Analysis of Grid-Connected Three-Phase Three-Level NPC Inverter," in 2018 IEEE 8th Power India International Conference (PIICON), Kurukshetra, India, Sep. 2018. DOI: https://doi.org/10.1109/POWERI.2018.8704361
M. Hlaili, H. Mechergui, H. Gonçalves, B. Exposto, and J. L. Afonso, "Single phase NPC inverter controller with integrated MPPT for PV grid connection," in 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), Sousse, Tunisia, Sep. 2016, pp. 598–605. DOI: https://doi.org/10.1109/STA.2016.7952025
M. M. Paul Raj and S. S. Meenakshi Sundaram, "Cascaded H-Bridge Five-Level Inverter for Grid-Connected Photovoltaic System Using Proportional–Integral Controller," Measurement and Control, vol. 49, no. 1, pp. 33–41, Feb. 2016. DOI: https://doi.org/10.1177/0020294016629175
P. S. Rao, A. D. Bhavani, and M. R. Sisir, "A Grid Connected Pv System Integrated Through Multilevel Modular Cascaded H-Bridge Inverter by Using Fuzzy Logic Controller," International Journal of Multidisciplinary Research and Modern Education, vol. 2, no. 2, pp. 486–494, Sep. 2016.
H. Chang, R. Wei, Q. Ge, X. Wang, and H. Zhu, "Comparison of SVPWM for five level NPC H-bridge inverter and traditional five level NPC inverter based on line-voltage coordinate system," in 2015 18th International Conference on Electrical Machines and Systems (ICEMS), Pattaya, Thailand, Jul. 2015, pp. 574–577. DOI: https://doi.org/10.1109/ICEMS.2015.7385100
H. Abu-Rub, J. Holtaz, J. Rodriguez, and G. Baoning, "Medium-Voltage Multilevel Converters-State of the Art, Challenges, and Requirements in Industrial Applications", IEEE Transactions on Industrial Electronics, vol. 57, , no. 8, pp. 2581-2596, August 2010 https://doi.org/10.1109/tie.2010.2043039. DOI: https://doi.org/10.1109/TIE.2010.2043039
F. Sebaaly, H. Y. Kanaan, and N. Moubayed, "Three-level neutral-point-clamped inverters in transformerless PV systems — State of the art," in MELECON 2014 - 2014 17th IEEE Mediterranean Electrotechnical Conference, Beirut, Lebanon, Apr. 2014. DOI: https://doi.org/10.1109/MELCON.2014.6820496
N. A. Rahim and J. Selvaraj, "Multistring Five-Level Inverter With Novel PWM Control Scheme for PV Application," IEEE Transactions on Industrial Electronics, vol. 57, no. 6, pp. 2111–2123, Jun. 2010. DOI: https://doi.org/10.1109/TIE.2009.2034683
H. Can, D. Ickilli, and K. S. Parlak, "A New Numerical Solution Approach for the Real-Time Modeling of Photovoltaic Panels," in 2012 Asia-Pacific Power and Energy Engineering Conference, Shanghai, China, Mar. 2012. DOI: https://doi.org/10.1109/APPEEC.2012.6307160
V. Salas, E. Olías, A. Barrado, and A. Lázaro, "Review of the maximum power point tracking algorithms for stand-alone photovoltaic systems," Solar Energy Materials and Solar Cells, vol. 90, no. 11, pp. 1555–1578, Jul. 2006. DOI: https://doi.org/10.1016/j.solmat.2005.10.023
B. Panda, A. Sarkar, B. Panda, and P. K. Hota, "A Comparative Study of PI and Fuzzy Controllers for Solar Powered DC-DC Boost Converter," in 2015 International Conference on Computational Intelligence and Networks, Odisha, India, Jan. 2015, pp. 47–51. DOI: https://doi.org/10.1109/CINE.2015.19
N. Hamrouni, M. Jraidi, A. Cherif, and A. Dhouib, "Measurements and Simulation of a PV Pumping Systems Parameters Using MPPT and PWM Control Strategies," in MELECON 2006 - 2006 IEEE Mediterranean Electrotechnical Conference, Malaga, Spain, Feb. 2006, pp. 885–888.
B. Shanthi and S. P. Natarajan, "FPGA based Fuzzy Logic Control for Single Phase Multilevel Inverter," International Journal of Computer Applications, vol. 9, no. 3, pp. 10–18, Nov. 2010. DOI: https://doi.org/10.5120/1367-1842
A. Khorshidi and A. M. Shahri, "GA-inspired particle filter for mitigating severe sample impoverishment," in 2016 4th International Conference on Control, Instrumentation, and Automation (ICCIA), Qazvin, Iran, Jan. 2016, pp. 377–382. DOI: https://doi.org/10.1109/ICCIAutom.2016.7483192
N. R. Sulake, S. Pranupa, and M. S. Indira, "Cross Connected Source based Reduced Switch Count Multilevel Inverter Topology with Fault Tolerance," in 2019 Global Conference for Advancement in Technology (GCAT), Bangalore, India, Jul. 2019. DOI: https://doi.org/10.1109/GCAT47503.2019.8978379
Downloads
How to Cite
License
Copyright (c) 2023 Wafa Boucheriette, Ammar Moussi, Raihane Mechgoug, Haniben Benguesmia
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) after its publication in ETASR with an acknowledgement of its initial publication in this journal.