Abstract
This work proposes an enhanced sliding mode control (ESMC) strategy for parallel-integrated boost converters (PIBC) employed in a single-stage power conversion system for hybrid solar-wind energy applications. The key novelty lies in the adaptive edge layer-based ESMC, which effectively suppresses chattering without sacrificing the fast dynamic response characteristic of conventional sliding mode control (SMC). By directly interfacing photovoltaic (PV) and wind energy sources through a single-stage converter, the proposed architecture eliminates intermediate power conditioning stages, thereby reducing system complexity and improving conversion efficiency. The proposed ESMC ensures robust voltage regulation and improved power quality under fluctuating renewable inputs and load disturbances, addressing a critical challenge in hybrid renewable energy systems (HRES). Unlike traditional SMC and sinusoidal pulse-width modulation (SPWM)-based approaches, the proposed method adaptively responds to input variations while maintaining stable and reliable operation. The effectiveness and robustness of the ESMC-based PIBC are validated through simulation and experimental investigations, demonstrating its suitability as a high-performance and scalable solution for efficient power conversion in HRES.
Data availability
The datasets used and/or analysed during the current study available from the corresponding author on reasonable request.
References
Paul, K. et al. Optimizing sustainable energy management in grid connected microgrids using quantum particle swarm optimization for cost and emission reduction. Sci. Rep. 15 (1), 5843 (2025).
Zhu, H., Jiang, S. & Qu Zheng, and Bi-Level energy optimization for social welfare and sustainability in multi-area microgrids. Comput. Electr. Eng. 118, 109440 (2024).
Rivera, N. M., Cristobal Ruiz-Tagle, J. & Spiller, E. The health benefits of solar power generation: evidence from Chile. J. Environ. Econ. Manag. 126, 102999 (2024).
İnci, M. & Özgür Çelik. Repetitive control strategy for grid integration of vehicular fuel cells to enhance system stability and robustness. J. Power Sources. 642, 236992 (2025).
Reguieg, Z., Bouyakoub, I. & Fayçal, M. E. H. E. D. I. Harmonic mitigation in grid-integrated renewable energy systems with nonlinear loads. Energy : 135882. (2025).
Sharma, B. et al. A comprehensive review of multi-level inverters, modulation, and control for grid-interfaced solar PV systems. Sci. Rep. 15 (1), 661 (2025).
Krishnan, R. R. & David, M. J. R. J M, V. G M and S. K, Design and analysis of single stage Step-up converter for Photovoltaic applications, Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON), Bangalore, India, 2023, pp. 326–330., Bangalore, India, 2023, pp. 326–330. (2023).
Arunyuvaraj, K. & Venkatesh, P. M. Evaluation of power conversion systems tailored for renewable energy resources. 2024 5th International Conference for Emerging Technology (INCET). IEEE, (2024).
Srilakshmi, K. et al. Optimal design of hybrid green energy powered reduced switch converter-based shunt active power filter using horse herd algorithm. Sci. Rep. 14 (1), 20447 (2024).
K, B. A. S. & K, S. G. D and VLSI Implementation of Area-Error Optimized Compressor-Based Modified Wallace Tree Multiplier, Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON), Bangalore, India, 2023, pp. 353–358, Bangalore, India, 2023, pp. 353–358, (2023). https://doi.org/10.1109/TEECCON59234.2023.10335812
Krishnan, S. & Ezhilvanan, P. Newly designed single-stage dual leg DC-DC/AC buck-boost converter for grid-connected solar system. Int. J. Circuit Theory Appl. 51 (11), 5452–5469 (2023).
S. Muthukaruppasamy, E. P, R. Dharmaprakash & K. S Performance investigations of five-level reduced switches count Η-bridge multilevel inverter. Electr. Eng. ElectromechanicsOpen Source Preview. 2023(6), 58–62 (2023).
Jayanthi, R. et al. Investigation of efficient multilevel inverter for photovoltaic energy system and electric vehicle applications. Electr. Eng. Electromechanics. 4, 47–51 (2023).
S, K. Design and implementation of dual-leg generic converter for DC/AC grid integration. Int. J. Circuit Theory Appl. 51 (8), 3865–3879 (2023).
Katuri, R. & Kumar, S. L. V. S. Enhanced battery life with supercapacitor applied to renewable energy based electric vehicles. J. New Mater. Electrochem. Syst. 26 (3), 164–171 (2023).
K. Suresh and E. Parimalasundar, "Fault Analysis and Clearance in FL-APC DC–AC Converter," in IEEE Canadian Journal of Electrical and Computer Engineering, vol. 46, no. 1, pp. 1-6, winter (2023) https://doi.org/10.1109/ICJECE.2022.3220090
Arunyuvaraj, K. & Venkatesh, P. M. A sliding variable hysteresis controller-based bipolar leg converter for the hybridization of solar and wind power systems. 2024 3rd Odisha International Conference on Electrical Power Engineering, Communication and Computing Technology (ODICON). IEEE, (2024).
Shakeera, S. & Rachananjali, K. An innovative 11-level multilevel inverter topology with rotating trapezoidal SPWM for industrial and renewable applications. Sci. Rep. 14 (1), 22359 (2024).
Cheepati, K. R., Reddy, C. R., Alqahtani, M. M. & Khalid, M. Design of Triple Tuned Passive Harmonic Power Filter—A Novel Approach, in IEEE Canadian Journal of Electrical and Computer Engineering, vol. 46, no. 4, pp. 270–277, Fall (2023).
Krishnan, S., Pandi, P. & Mopidevi, S. TPTPC and BHC integrated grid connected energy storage system for power loss reduction. Circuit World. 49 (3), 328–334 (2023).
Ezhilvannan, P. & Krishnan, S. Novel Fault Analysis and Compensation in 5-Level Multilevel DC-AC Converter, Volume: 10(1), PP: 99–108. (2023).
Sindhuja, R., Padma, S. & Kumar, B. H. Investigation of PWM methods for a 9 level boost inverter using CD-type carriers. El-Cezeri J. Sci. Eng. 11 (1), 30–36 (2024).
U. Hussan et al., "Robust Maximum Power Point Tracking in PV Generation System: A Hybrid ANN-Backstepping Approach With PSO-GA Optimization," in IEEE Transactions on Consumer Electronics, vol. 71, no. 2, pp. 6016-6026, May (2025). https://doi.org/10.1109/TCE.2025.3569871
Kumaraswamy, S. K. & Arulmozhiyal, I. Design and analysis of solid state DC-AC transformer. Distrib. Generation Altern. Energy J. 38 (3), 743–760 (2023).
Jayakumar, S. K. P. E., Ravikumar, R. & S & Encapsulated 3Ø converter for power loss minimization in a grid-connected system. Automatika 60 (1), 189–197 (2023).
Perumal, B. & S, K.,P, E. Fault analysis in the 5-level multilevel NCA DC–AC converter. Automatika 64 (3), 606–612 (2023).
P, S. K., Sujatha, E. & Kumar, M. S. Design and implementation bidirectional DC-AC converter for energy storage system. IEEE Can. J. Electr. Comput. EngineeringOpen Source Preview. 46 (2), 130–136 (2023).
Kumar, P. E. K. S. B. H., Janardhan, K. & Sindhuja, R. Analysis of the effectiveness of a Two-Stage Three-Phase Grid-Connected inverter for photovoltaic applications. J. Solar Energy ResearchOpen Source Preview. 8 (2), 1471–1483 (2023).
Arunraja∗, A. & Senthilnathan, S. K S, and Novel super stack passivation in AlGaN/GaN HEMT for power electronic applications. Mater. Res. Express, 11(11), PP, 1–12 .
Rajakumar, P., Balasubramaniam, P. M. & Aravind, P. Simultaneous photovoltaic distributed generation and capacitor optimization for enhancing performance indices of radial power distribution system. Sci. Rep. 15 (1), 39627. https://doi.org/10.1038/s41598-025-23274-7 (Nov. 2025).
Arunraja, A. & P, B. HEES-Based IFVR for Energy-Saving application using DC–DC converter. IEEE Can. J. Electr. Comput. Eng. 48 (4), 325–332. https://doi.org/10.1109/ICJECE.2025.3592219 (2025).
Cheepati, K. R., Rivera, M. N., Rao & Pitchai, A. Design of a novel shunt active harmonic compensator with AUV-PQ-SRF reference current extraction, OSV-MPC and SMC techniques. Sci. Rep. 15 (1), 28773. https://doi.org/10.1038/s41598-025-14259-7 (Aug. 2025).
Rajakumar, P., Balasubramaniam, P. M. & Aravind, P. Optimized placement and sizing of solar photovoltaic distributed generation using jellyfish search algorithm for enhanced power system performance. Sci. Rep. 15 (1), 20755. https://doi.org/10.1038/s41598-025-08227-4 (Jul. 2025).
Eand, P. & K, S. Analysis of the performance of a 5-Level modular multilevel inverter for a solar Grid-Connected system. ECJSE Nov. https://doi.org/10.31202/ecjse.1240222 (2023).
Muthukaruppasamy, E. P. S., Dharmaprakash, R. & S, K. Performance investigations of five-level reduced switches count Η-bridge multilevel inverter. Electr. Eng. Electromechanics. no. 6, 58–62. https://doi.org/10.20998/2074-272X.2023.6.10 (Oct. 2023).
Arunraja, K. S. E. P. A., Ellappan, V. & Ware, E. T. High-efficiency stepdown/step-up converter for series-connected energy storage system. Sci. Rep. 15 (1), 7726. https://doi.org/10.1038/s41598-025-92234-y (Mar. 2025).
Ramasamy, P. E. D., Subramanian, S. K. & K, S. Enhancing power conversion efficiency in five-level multilevel inverters using reduced switch topology, Bulletin EEI, vol. 13, no. 3, pp. 1495–1503, Jun. (2024). https://doi.org/10.11591/eei.v13i3.6884
Sand, K. & P, E. ITBC controlled IPWM for solar based wide range voltage conversion system. IETE J. Res. 70 (4), 4278–4286. https://doi.org/10.1080/03772063.2023.2217788 (Apr. 2024).
Arunraja, K. S. E. P. A., Ellappan, V. & Ware, E. T. Design and implementation of universal converter using ANN controller. Sci. Rep. 15 (1), 3501. https://doi.org/10.1038/s41598-024-83318-2 (Jan. 2025).
Sujatha, M. S. & Sreelakshmi, S. Mitigation of harmonics for five level multilevel inverter with fuzzy logic controller. Electr. Eng. Electromechanics. (4), 52–56. https://doi.org/10.20998/2074-272X.2023.4.08 (Jun. 2023).
R, S., S, P. & K, S. P. E, andComparison between Symmetrical and Asymmetrical 13 Level MLI with Minimal Switches, in International Conference on Automation, Computing and Renewable Systems (ICACRS), Pudukkottai, India: IEEE, Dec. 2022, pp. 187–191., Pudukkottai, India: IEEE, Dec. 2022, pp. 187–191. (2022). https://doi.org/10.1109/ICACRS55517.2022.10029308
K, S. R. S. P. E, and P. S, A Reconfigurable Multilevel Inverters with Minimal Switches for Battery Charging and Renewable Energy Applications, in 6th International Conference on Electronics, Communication and Aerospace Technology, Coimbatore, India: IEEE, Dec. 2022, pp. 422–427., Coimbatore, India: IEEE, Dec. 2022, pp. 422–427. (2022). https://doi.org/10.1109/ICECA55336.2022.10009434
Ezhi̇lvannan, P. and S. K, Novel Fault Analysis and Compensation in 5-Level Multilevel DC-AC Converter, ECJSE, Dec. (2022). https://doi.org/10.31202/ecjse.1164246
Cheepati, K. R., P, E., Reddy, K. S. C. R., Alqahtani, M. M. & Khalid, M. Design of triple tuned passive harmonic power Filter—A novel approach. IEEE Can. J. Electr. Comput. Eng. 46 (4), 270–277. https://doi.org/10.1109/ICJECE.2023.3296826 (2023).
Veerendra, A. S. et al. Design and implementation of active clamp flyback converter for High-Power applications. Processes 11, 2980. https://doi.org/10.3390/pr11102980 (2023).
Yan, G. Continuous switching sliding mode controller design for single-phase UPS inverter circuit. Electr. Eng. 106 (2), 1265–1273 (2024).
Pathak, P., Kumar, A. K., Yadav & Tyagi, P. Design of three phase grid tied solar photovoltaic system based on three phase VSI. 8th IEEE India International Conference on Power Electronics (IICPE). IEEE, (2018)., (2018). (2018).
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Arunyuvaraj K: Conceptualization, Methodology, Software, Investigation, Formal analysis, Validation, Visualization, Writing - original draft, Writing - review & editing.Venkatesh P. M: Conceptualization, Methodology, Formal analysis, Validation, Writing - review & editing, Supervision.Aravind P: Visualization, Validation, Software, Methodology, Investigation, Formal analysis.
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Arunyuvaraj, K., M, V.P. & Aravind, P. Enhanced sliding mode control for parallel-integrated boost converters in hybrid solar-wind systems. Sci Rep (2026). https://doi.org/10.1038/s41598-026-40333-9
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DOI: https://doi.org/10.1038/s41598-026-40333-9