A Novel KSK Converter with Machine Learning MPPT for PV Applications

References

• A. Qazi et al., “Towards sustainable energy: a systematic review of renewable energy sources, technologies, and public opinions,” IEEE Access, vol. 7, pp. 63837–63851, 2019. DOI: 10.1109/ACCESS.2019.2906402.
   Web of Science ®Google Scholar
• P. Shaw, M. D. Siddique, S. Mekhilef, and A. Iqbal, “A new family of high gain boost DC‐DC converters with reduced switch voltage stress for renewable energy sources,” Circuit Theory Apps, vol. 51, no. 3, pp. 1265–1285, 2023. DOI: 10.1002/cta.3464.
   Web of Science ®Google Scholar
• T. Z. Ang, M. Salem, M. Kamarol, H. S. Das, M. A. Nazari, and N. Prabaharan, “A comprehensive study of renewable energy sources: classifications, challenges and suggestions,” Energy Strategy Rev., vol. 43, pp. 100939, 2022. DOI: 10.1016/j.esr.2022.100939.
   Web of Science ®Google Scholar
• K. Yari, S. H. Shahalami, and H. Mojallali, “A novel nonisolated buck–boost converter with continuous input current and semiquadratic voltage gain,” IEEE J. Emerg. Sel. Topics Power Electron, vol. 9, no. 5, pp. 6124–6138, 2021. DOI: 10.1109/JESTPE.2021.3069788.
   Web of Science ®Google Scholar
• M. Veerachary and N. Kumar, “Analysis and design of quadratic following boost converter,” IEEE Trans. Ind. Appl., vol. 56, no. 6, pp. 6657–6673, 2020. DOI: 10.1109/TIA.2020.3021363.
   Web of Science ®Google Scholar
• S. V. K. Naresh, S. Peddapati, and M. L. Alghaythi, “Non-isolated high gain quadratic boost converter based on inductor’s asymmetric input voltage,” IEEE Access, vol. 9, pp. 162108–162121, 2021. DOI: 10.1109/ACCESS.2021.3133581.
   Web of Science ®Google Scholar
• M. Veerachary and M. R. Khuntia, “Design and analysis of two-switch-based enhanced gain buck–boost converters,” IEEE Trans. Ind. Electron, vol. 69, no. 4, pp. 3577–3587, 2022. DOI: 10.1109/TIE.2021.3071696.
   Web of Science ®Google Scholar
• K. Balachander, A. Amudha, M. S. Ramkumar, G. Emayavaramban, S. Divyapriy, and P. Nagaveni, “Design and analysis of modified CUK converter for electric hybrid vehicle,” Mater. Today Proc., vol. 45, pp. 1691–1695, 2021. DOI: 10.1016/j.matpr.2020.08.566.
   Google Scholar
• J. D. Navamani, A. Lavanya, and K. Vijayakumar, “Modified SEPIC converter with high boosting capability,” Electron. Lett., vol. 55, no. 13, pp. 759–761, 2019. DOI: 10.1049/el.2019.0836.
   Web of Science ®Google Scholar
• K. Nathan, S. Ghosh, Y. Siwakoti, and T. Long, “A new DC–DC converter for photovoltaic systems: coupled-inductors combined Cuk-SEPIC converter,” IEEE Trans. Energy Convers., vol. 34, no. 1, pp. 191–201, 2019. DOI: 10.1109/TEC.2018.2876454.
   Web of Science ®Google Scholar
• T. Rahimi, L. Ding, H. Gholizadeh, R. S. Shahrivar, and R. Faraji, “An ultra-high step-up DC–DC converter based on the boost, Luo, and voltage doubler structure: mathematical expression, simulation, and experimental,” IEEE Access, vol. 9, pp. 132011–132024, 2021. DOI: 10.1109/ACCESS.2021.3115259.
   Web of Science ®Google Scholar
• K. S. Kavin and P. Subha Karuvelam, “PV-based grid interactive PMBLDC electric vehicle with high gain interleaved DC-DC SEPIC Converter,” IETE J. Res., vol. 69, no. 7, pp. 4791–4805, 2021. DOI: 10.1080/03772063.2021.1958070.
   Web of Science ®Google Scholar
• G. Spiazzi, “Analysis and design of the soft-switched clamped-resonant interleaved boost converter,” CPSS TPEA, vol. 4, no. 4, pp. 276–287, 2021. DOI: 10.24295/CPSSTPEA.2019.00026.
   Google Scholar
• A. D. G. Jegha, M. S. P. Subathra, N. M. Kumar, and A. Ghosh, “Optimally tuned interleaved Luo converter for PV array fed BLDC motor driven centrifugal pumps using whale optimization algorithm—A resilient solution for powering agricultural loads,” Electronics, vol. 9, no. 9, pp. 1445, 2020. DOI: 10.3390/electronics9091445.
   Web of Science ®Google Scholar
• M. Abdel-Salam, M. T. El-Mohandes, and M. El-Ghazaly, “An efficient tracking of MPP in PV systems using a newly-formulated P&O-MPPT method under varying irradiation levels,” J. Electr. Eng. Technol., vol. 15, no. 1, pp. 501–513, 2020. DOI: 10.1007/s42835-019-00283-x.
   Web of Science ®Google Scholar
• M. H. Ibrahim, S. P. Ang, M. N. Dani, M. I. Rahman, R. Petra, and S. M. Sulthan, “Optimizing step-size of perturb & observe and incremental conductance MPPT techniques using PSO for grid-tied PV system,” IEEE Access, vol. 11, pp. 13079–13090, 2023. DOI: 10.1109/ACCESS.2023.3242979.
   Web of Science ®Google Scholar
• S. Uprety and H. Lee, “A 0.65-mW-to-1-W photovoltaic energy harvester with irradiance-aware auto-configurable hybrid MPPT achieving > 95% MPPT efficiency and 2.9-ms FOCV transient time,” IEEE J. Solid State Circuits, vol. 56, no. 6, pp. 1827–1836, 2021. DOI: 10.1109/JSSC.2020.3042753.
   Web of Science ®Google Scholar
• L. Hichem, O. Amar, and M. Leila, “Optimized ANN-fuzzy MPPT controller for a stand-alone PV system under fast-changing atmospheric conditions,” Bull. EEI, vol. 12, no. 4, pp. 1960–1981, 2023. DOI: 10.11591/beei.v12i4.5099.
   Google Scholar
• S. D. Al-Majidi, M. F. Abbod, and H. S. Al-Raweshidy, “Design of an intelligent MPPT based on ANN using a real photovoltaic system data,” presented at the 2019 54th International Universities Power Engineering Conference (UPEC), 2019, pp. 1–6,. DOI: 10.1109/UPEC.2019.8893638.
   Google Scholar
• A. Mahmood et al., “A non-inverting high gain DC-DC converter with continuous input current,” IEEE Access, vol. 9, pp. 54710–54721, 2021. DOI: 10.1109/ACCESS.2021.3070554.
   Web of Science ®Google Scholar
• P. M. García‐Vite, J. C. Rosas‐Caro, A. L. Martínez‐Salazar, J. D. J. Chavez, A. Valderrábano‐González, and V. M. Sánchez‐Huerta, “Quadratic buck–boost converter with reduced input current ripple and wide conversion range,” IET Power Electron., vol. 12, no. 15, pp. 3977–3986, 2019. DOI: 10.1049/iet-pel.2018.5616.
   Web of Science ®Google Scholar
• Y. Babazadeh, M. Sabahi, E. Babaei, and S. Kai, “A new continuous input current nonisolated bidirectional interleaved buck-boost DC-DC converter,” Int. Trans. Elect. Energy Syst., vol. 2022, pp. 1–19, 2022. DOI: 10.1155/2022/9453913.
   Web of Science ®Google Scholar
• D. Rong, X. Sun, and N. Wang, “A high step‐up interleaved boost‐Cuk converter with integrated magnetic coupled inductors,” IET Renewable Power Gen., vol. 16, no. 3, pp. 607–621, 2022. DOI: 10.1049/rpg2.12364.
   Web of Science ®Google Scholar
• P. Prabhakaran and V. Agarwal, “Novel boost-SEPIC type interleaved DC–DC converter for mitigation of voltage imbalance in a low-voltage bipolar DC microgrid,” IEEE Trans. Ind. Electron., vol. 67, no. 8, pp. 6494–6504, 2020. DOI: 10.1109/TIE.2019.2939991.
   Web of Science ®Google Scholar
• P. K. Atri, P. S. Modi, and N. S. Gujar, “Comparison of different MPPT control strategies for solar charge controller,” presented at the 2020 International Conference on Power Electronics & IoT Applications in Renewable Energy and Its Control (PARC), 2020, pp. 65–69. DOI: 10.1109/PARC49193.2020.236559.
   Google Scholar
• J. C. Rosas‐Caro, J. E. Valdez‐Resendiz, J. C. Mayo‐Maldonado, A. Alejo‐Reyes, and A. Valderrabano‐Gonzalez, “Quadratic buck–boost converter with positive output voltage and minimum ripple point design,” IET Power Electron., vol. 11, no. 7, pp. 1306–1313, 2018. DOI: 10.1049/iet-pel.2017.0090.
   Web of Science ®Google Scholar
• P. M. García–Vite, C. A. Soriano–Rangel, J. C. Rosas–Caro, and F. Mancilla–David, “A DC–DC converter with quadratic gain and input current ripple cancelation at a selectable duty cycle,” Renewable Energy, vol. 101, pp. 431–436, 2017. DOI: 10.1016/j.renene.2016.09.010.
   Web of Science ®Google Scholar