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<p>The easiest way to include renewable energy sources in the electrical system is by using a microgrid. Still, addressing the unpredictable character of these natural resources requires a robust control mechanism. In addition to power involvement in the market and support services for the utility grid, the growing penetration of microgrids further complicates interactions with the surroundings. To overcome this issue, a novel Horned Lizard CapsNet Secure System (HLCSS) is designed with the required control and secure features. Primarily, the grid-integrated solar photovoltaic and Battery Energy Storage Systems (BESS) are developed in MATLAB. The best solution for the horned lizard process has ensured the optimal PV BESS framework. Finally, the results of the developed method are computed and compared with those of other traditional methods. The proposed method achieves 18.39% THD, 7.1274&#xa0;kW of power loss, 99.93% security precision, and 96.40% voltage stability. Meanwhile, the proposed method yields the best results, far superior to those of conventional methods.</p>

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Intelligent optimized protection for renewable energy power network with integrated BESS

  • 期刊论文

  • 发表日期：

    2026年5月6日

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  • Amrita Sinha

摘要

The easiest way to include renewable energy sources in the electrical system is by using a microgrid. Still, addressing the unpredictable character of these natural resources requires a robust control mechanism. In addition to power involvement in the market and support services for the utility grid, the growing penetration of microgrids further complicates interactions with the surroundings. To overcome this issue, a novel Horned Lizard CapsNet Secure System (HLCSS) is designed with the required control and secure features. Primarily, the grid-integrated solar photovoltaic and Battery Energy Storage Systems (BESS) are developed in MATLAB. The best solution for the horned lizard process has ensured the optimal PV BESS framework. Finally, the results of the developed method are computed and compared with those of other traditional methods. The proposed method achieves 18.39% THD, 7.1274 kW of power loss, 99.93% security precision, and 96.40% voltage stability. Meanwhile, the proposed method yields the best results, far superior to those of conventional methods.