آمار

تعداد نشریات11
تعداد شماره‌ها234
تعداد مقالات2,381
تعداد مشاهده مقاله3,802,087
تعداد دریافت فایل اصل مقاله2,763,590
Zahiri, S.H., Naji Esfahani, S. M., Delshad, M.. (1402). Application of Grey Wolf Optimization Algorithm with Aggregation Function on Designing Interleaved Boost Converter. فناوری آموزش, 12(1), 39-56. doi: 10.22061/jecei.2023.9355.610
S.H. Zahiri; S. M. Naji Esfahani; M. Delshad. "Application of Grey Wolf Optimization Algorithm with Aggregation Function on Designing Interleaved Boost Converter". فناوری آموزش, 12, 1, 1402, 39-56. doi: 10.22061/jecei.2023.9355.610
Zahiri, S.H., Naji Esfahani, S. M., Delshad, M.. (1402). 'Application of Grey Wolf Optimization Algorithm with Aggregation Function on Designing Interleaved Boost Converter', فناوری آموزش, 12(1), pp. 39-56. doi: 10.22061/jecei.2023.9355.610
Zahiri, S.H., Naji Esfahani, S. M., Delshad, M.. Application of Grey Wolf Optimization Algorithm with Aggregation Function on Designing Interleaved Boost Converter. فناوری آموزش, 1402; 12(1): 39-56. doi: 10.22061/jecei.2023.9355.610

Application of Grey Wolf Optimization Algorithm with Aggregation Function on Designing Interleaved Boost Converter

Journal of Electrical and Computer Engineering Innovations (JECEI)
مقاله 3، دوره 12، شماره 1، فروردین 2024، صفحه 39-56    اصل مقاله (1.78 M)
نوع مقاله: Original Research Paper
شناسه دیجیتال (DOI): 10.22061/jecei.2023.9355.610
نویسندگان
S.H. Zahiri* 1؛ S. M. Naji Esfahani1؛ M. Delshad2
1Department of Electrical and Computer Engineering, University of Birjand, Birjand, Iran.
2Department of Electrical Engineering, Islamic Azad University, Isfahan (Khorasgan) Branch, Isfahan, Iran.
تاریخ دریافت: 20 اسفند 1401،  تاریخ بازنگری: 27 اردیبهشت 1402،  تاریخ پذیرش: 24 خرداد 1402 
چکیده
Background and Objectives: The interleaved approach has a long history of use in power electronics, particularly for high-power systems. The voltage and current stress in these applications exceed the tolerance limit of a power element. The present paper introduces an improved version of an interleaved boost converter, which uses voltage mode control. The objectives of this research are improvement in the interleaved boost converter’s performance in terms of the temporal parameters associated with settling duration, rising time, and overshoot.
Methods: An improved PI controller (proportional integral controller) is used for adjusting the proposed converter’s output voltage. In the present work, the Grey Wolf Optimization algorithm with aggregation function definition (GWO_AF) is utilized to adjust the free coefficients of the PI controller. In reality, the closed-loop dynamic performance and stability can be improved by designing and implementing an optimized PI controller.
Results: The improvement of the freedom degree in the interleaved boost converter resulted from the existence of a few power switches in a parallel channel in the proposed circuit. An additional advantage of the interleaved boost converter, compared to the conventional one, is that it produces a lower output voltage ripple.
Conclusion: The usage of multi-objective optimization algorithms in designing a PI controller can significantly improve the performance parameters of an interleaved boost converter. Also, our findings indicated the excellent stability of the proposed converter when connected to the network.
کلیدواژه‌ها
Interleaved Boost Converter؛ Non-Minimum Phase System؛ Optimized Proportional Integral Controller؛ Grey Wolf Optimization algorithm with aggregation function definition (GWO_AF)؛ Switch-Mode Power Supply
مراجع
[1] R. Giral, L. Martinez-Salamero, S. Singer, "Interleaved converters operation based on cmc," IEEE Trans. Power Electron., 14(4): 643-652, 1999.

[2] P. W. Lee, Y. S. Lee, D. K. Cheng, X. C. Liu, "Steady-state analysis of an interleaved boost converter with coupled inductors," IEEE Trans. Ind. Electron., 47(4): 787-795, 2000.

[3] H. B. Shin, E. S. Jang, J. G. Park, H. W. Lee, T. Lipo, "Small-signal analysis of multiphase interleaved boost converter with coupled inductors," IEE Proc.: Electr. Power Appl., 152(5): 1161-1170, 2005.

[4] C. Wang, "Investigation on interleaved boost converters and applications," Ph.D. thesis, Virginia Tech, 2009.

[5] Z. C. Zhang, B. T. Ooi, "Multimodular current-source SPWM converters for superconducting magnetic energy storage system: Sinusoidal pulse-width modulation," IEEE Trans. Power Electron., 8(3): 250-256, 1993.

[6] Y. Sumi, Y. Harumoto, T. Hasegawa, M. Yano, K. Ikeda, T. Matsuura, "New static VAR control using force-commutated inverters," IEEE Trans. Power Appar. Syst., 9: 4216-4224, 1981.

[7] Z. Zhang, J. Kuang, X. Wang, B. T. Ooi, "Force commutated HVDC and SVC based on phase-shifted multi-converter modules," IEEE Trans. Power Delivery, 8(2): 712-718, 1993.

[8] K. K. Hedel, "High-density avionic power supply," IEEE Trans. Aerosp. Electron. Syst., 5: 615-619, 1980.

[9] T. Mishima, Y. Takeuchi, M. Nakaoka, "Analysis, design, and performance evaluations of an edge-resonant switched capacitor cell-assisted soft-switching PWM boost DC-DC converter and its interleaved topology," IEEE Trans. Power Electron., 28(7): 3363-3378, 2012.

[10] P. V. Nandankar, J. P. Rothe, "Highly efficient discontinuous mode interleaved DC-DC converter," in Proc. 2016 IEEE International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT): 476-481, 2016.

[11] F. Yang, X. Ruan, Y. Yang, Z. Ye, "Interleaved critical current mode boost PFC converter with coupled inductor," IEEE Trans. Power Electron., 26(9): 2404-2413, 2011.

[12] M. Pavlovsky, G. Guidi, A. Kawamura, "Assessment of coupled and independent phase designs of interleaved multiphase buck/boost DC-DC Converter for EV power train," IEEE Trans. Power Electron., 29(6): 2693-2704, 2013.

[13] Y. S. Roh, Y. J. Moon, J. Park, C. Yoo, "A two-phase interleaved power factor correction boost converter with a variation-tolerant phase shifting technique," IEEE Trans. Power Electron., 29(2): 1032-1040, 2013.

[14] S. Talebi, E. Adib, M. Delshad, "A High-Gain interleaved DC-DC converter with passive clamp circuit and low current ripple," Iran. J. Sci. Technol. Trans. Electr. Eng., 45(1): 141-153, 2021.

[15] B. C. Barry, J. G. Hayes, M. S. Rylko, "CCM and DCM operation of the interleaved two-phase boost converter with discrete and coupled inductors," IEEE Trans. Power Electron., 30(12): 6551-6567, 2014.

[16] J. K. Seok, A. Parastar, "Modeling and control of the average input current for three-phase interleaved boost converters," IEEE Trans. Ind. Appl., 51(3): 2340-2351, 2014.

[17] S. Banerjee, A. Ghosh, N. Rana, "Design and fabrication of closed loop two-phase interleaved boost converter with type-III controller," in Proc. the 42nd Annual Conference of the IEEE Industrial Electronics Society (IECON): 3331-3336, 2016.

[18] M. A. Johnson, M. H. Moradi, PID control, Springer, 2005.

[19] S. Z. Zhao, M. W. Iruthayarajan, S. Baskar, P. N. Suganthan, "Multiobjective robust PID controller tuning using two lbests multi-objective particle swarm optimization," Inf. Sci., 181(16): 3323-3335, 2011.

[20] N. S. Shahraki, S. H. Zahiri, "Multi-objective optimization algorithms in analog active filter design," in Proc. 2020 8th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS): 105-109, 2020.

[21] H. Freire, P. Moura Oliveira, E. Solteiro Pires, "From single to many-objective PID controller design using particle swarm optimization," Int. J. Control Autom. Syst., 15(2): 918-932, 2017.

[22] A. Ghosh, S. Banerjee, M. K. Sarkar, P. Dutta, "Design and implementation of type-ii and type-iii controller for dc-dc switched-mode boost converter by using k-factor approach and optimisation techniques," IET Power Electr., 9(5): 938-950, 2016.

[23] R. Eberhart, J. Kennedy, "A new optimizer using particle swarm theory," in Proc. the Sixth International Symposium on Micro Machine and Human Science (MHS'95): 39-43, 1995.

[24] F. I. Chou, Y. C. Cheng, P. Y. Yang, J. T. Tsai, J. H. Chou, "Optimal multiobjective PID design by PSO," in Proc. 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC): 927-928, 2019.

[25] L. C. Borin, E. Mattos, C. R. Osorio, G. G. Koch, V. F. Montagner, "Robust PID controllers optimized by PSO algorithm for power converters," in Proc. 2019 IEEE 15th Brazilian Power Electronics Conference and 5th IEEE Southern Power Electronics Conference (COBEP/SPEC): 1-6, 2019.

[26] S. Mirjalili, J. S. Dong, "Multi-objective grey wolf optimizer," in Multi-Objective Optimization using Artificial Intelligence Techniques, Springer, pp. 47-58, 2020.

[27] Q. Al-Tashi, S. J. Abdulkadir, H. M. Rais, S. Mirjalili, H. Alhussian, M. G. Ragab, A. Alqushaibi, "Binary multi-objective grey wolf optimizer for feature selection in classification," IEEE Access, 8: 106247-106263, 2020.

[28] S. Banerjee, A. Ghosh, N. Rana, "An improved interleaved boost converter with PSO-based optimal type-III controller," IEEE J. Emerging Sel. Top. Power Electron., 5(1): 323-337, 2016.

[29] S. Mukherjee, "A SEPIC-Cuk-CSCCC based SIMO converter design using PSO-MPPT for renewable energy application," J. Electr. Comput. Eng. Innov., 10(2): 437-446, 2022.

[30] K. L. Shenoy, C. G. Nayak, R. P. Mandi, et al., "Design and implementation of interleaved boost converter," Int. J. Eng. Technol. (IJET), 9(3S): 496-502, 2017.

[31] K. Eltag, M. S. Aslamx, R. Ullah, "Dynamic stability enhancement using fuzzy PID control technology for power system," Int. J. Control Autom. Syst., 17(1): 234-242, 2019.

[32] A. Husna, M. Mat, M. Yasin, M. Jusoh, Y. Irwan, M. A. Rahim, S. M. Esa, "Critical review: Adaptive pole assignment PID controller on DC-DC converters," in Proc. IOP Conference Series: Materials Science and Engineering, 767: 012039, 2020.

[33] K. L. Shenoy, C. G. Nayak, R. P. Mandi, et al., "Design and implementation of interleaved boost converter," Int. J. Eng. Technol. (IJET), 9(3S): 496-502, 2017.

[34] E. D. P. Puchta, H. V. Siqueira, M. dos Santos Kaster, "Optimization tools based on metaheuristics for performance enhancement in a Gaussian adaptive PID controller," IEEE Trans. Cybern., 50(3): 1185-1194, 2019.

[35] I. Behravan, S. H. Zahiri, S. M. Razavi, R. Trasarti, "Clustering a big mobility dataset using an automatic swarm intelligence-based clustering method," J. Electr. Comput. Eng. Innov., 6(2): 251-271, 2018.

[36] G. H. Valencia-Rivera, I. Amaya, J. M. Cruz-Duarte, J. C. Ortíz-Bayliss, J. G. Avina-Cervantes, "Hybrid controller based on LQR applied to interleaved boost converter and microgrids under power quality events," Energies, 14(21): 6909, 2021.

[37] A. Tjahjono, D. O. Anggriawan, M. N. Habibi, E. Prasetyono, "Modified grey wolf optimization for maximum power point tracking in photovoltaic system under partial shading conditions," Int. J. Electr. Eng. Informatics, 12(1): 94-104, 2020.

[38] C. Komathi, M. G. Umamaheswari, "Design of gray wolf optimizer algorithm-based fractional order PI controller for power factor correction in SMPS applications," IEEE Trans. Power Electron., 35(2): 2100-2118, 2019.

[39] H. M. H. Farh, A. M. Eltamaly, M. S. Al-Saud, "Interleaved boost converter for global maximum power extraction from the photovoltaic system under partial shading," IET Renew. Power Gener., 13(8): 1232-1238, 2019.

[40] J. Y. Shi et al., "Dual-algorithm maximum power point tracking control method for photovoltaic systems based on grey wolf optimization and golden-section optimization," J. Power Electron., 18(3): 841-852, 2018.

[41] J. Jayaudhaya, K. Ramash Kumar, V. Tamil Selvi, N. Padmavathi, "Improved performance analysis of PV array model using flower pollination algorithm and gray wolf optimization algorithm," Math. Probl. Eng., 5803771: 1-15, 2022.

 

آمار
تعداد مشاهده مقاله: 646
تعداد دریافت فایل اصل مقاله: 739


سامانه مدیریت نشریات علمی. طراحی و پیاده سازی از سیناوب