Photovoltaic MPPT control based on IJAYA algorithm

Weihao Guo; Shaowu Li; Tingyi Zhang; Jinbiao Chen; Xuwen Liu

doi:10.1117/12.3033864

5 July 2024 Photovoltaic MPPT control based on IJAYA algorithm

Weihao Guo, Shaowu Li, Tingyi Zhang, Jinbiao Chen, Xuwen Liu

Proceedings Volume 13183, International Conference on Optoelectronic Information and Functional Materials (OIFM 2024); 131830B (2024) https://doi.org/10.1117/12.3033864
Event: The 3rd International Conference on Optoelectronic Information and Functional Materials (OIFM 2024), 2024, Wuhan, China

Abstract

This paper introduces an MPPT control methodology utilizing the IJAVA algorithm. This approach merges the traditional JAVA algorithm with a Levy flight strategy, enabling the algorithm to evade local optima and conduct a comprehensive global search for the optimal solution, so that the algorithm can ensure the convergence speed and give attention to the convergence accuracy, further accelerate the tracking speed by optimizing the initialization position of the population, and reduce the voltage and power oscillation in the tracking process by adding out-of-bounds processing mechanism. Based on the modeling and simulation outcomes, the MPPT control utilizing the IJAVA algorithm demonstrates the capability to effectively and precisely trace the optimum power point in the presence of partial shading, as evidenced by the results.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Weihao Guo, Shaowu Li, Tingyi Zhang, Jinbiao Chen, and Xuwen Liu "Photovoltaic MPPT control based on IJAYA algorithm", Proc. SPIE 13183, International Conference on Optoelectronic Information and Functional Materials (OIFM 2024), 131830B (5 July 2024); https://doi.org/10.1117/12.3033864

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