A Novel Hybrid Slime Mould MPPT Technique for BL-HC Configured Solar PV System Under PSCs

Bonthagorla, Praveen Kumar; Mikkili, Suresh

doi:10.1007/s40313-023-00996-5

Cited by 4 publications

(2 citation statements)

References 33 publications

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“…A controller is an essential component in any PV circuit. In photovoltaic systems, controllers are usually used to manage the charging of batteries or the power supplies to the grid [14]. Maximum power point tracking (MPPT) is one of the capabilities that some controllers use to increase solar cells' power efficiency.…”

Section: Introductionmentioning

confidence: 99%

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PV Cells and Modules Parameter Estimation Using Coati Optimization Algorithm

Elshara,

Hançerlioğullari,

Rahebi

et al. 2024

Energies

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In recent times, there have been notable advancements in solar energy and other renewable sources, underscoring their vital contribution to environmental conservation. Solar cells play a crucial role in converting sunlight into electricity, providing a sustainable energy alternative. Despite their significance, effectively optimizing photovoltaic system parameters remains a challenge. To tackle this issue, this study introduces a new optimization approach based on the coati optimization algorithm (COA), which integrates opposition-based learning and chaos theory. Unlike existing methods, the COA aims to maximize power output by integrating solar system parameters efficiently. This strategy represents a significant improvement over traditional algorithms, as evidenced by experimental findings demonstrating improved parameter setting accuracy and a substantial increase in the Friedman rating. As global energy demand continues to rise due to industrial expansion and population growth, the importance of sustainable energy sources becomes increasingly evident. Solar energy, characterized by its renewable nature, presents a promising solution to combat environmental pollution and lessen dependence on fossil fuels. This research emphasizes the critical role of COA-based optimization in advancing solar energy utilization and underscores the necessity for ongoing development in this field.

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Section: Introductionmentioning

confidence: 99%

“…MPPT algorithms, especially in large systems, are essential in increasing power production and management. For a solar module, the MPPT tracks the current and voltage to reach the maximum power and then absorbs it [14]. There are three ways to find MPPT when solving non-linear equations in a controller.…”

Section: Introductionmentioning

confidence: 99%

PV Cells and Modules Parameter Estimation Using Coati Optimization Algorithm

Elshara,

Hançerlioğullari,

Rahebi

et al. 2024

Energies

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Photovoltaic Maximum Power Point Tracking Technology Based on Improved Multi‐Subgroup Parallel Optimization Algorithm with Shuffled Frog Leaping Algorithm

Guo,

Ye,

Chen

et al. 2024

IEEJ Transactions Elec Engng

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To enhance the power generation efficiency of the photovoltaic system, it is necessary to ensure that it can operate stably at the global maximum power point (MPP). This paper presents a study on the maximum power point tracking(MPPT) technology of photovoltaic system and a new MPPT technique based on the improved multi‐subgroup parallel optimization algorithm with shuffled frog leaping algorithm (IMSPO‐SFLA) is proposed, which combines the improved multi‐subgroup parallel optimization algorithm with the shuffled frog leaping algorithm. Moreover, the developed MPPT technique improves the tracking accuracy of the MPP, increased the speed of MPP tracking, the problem of the traditional frog leaping algorithm being prone to falling into a local optimum is successfully overcame by it. In order to verify the effectiveness of the method, a simulation model is established in MATLAB in this paper. The Simulation results show that the method proposed in this paper can make the photovoltaic power generation system be operated more efficiently, which contributes to the development of the renewable energy field and promotes the progress of clean energy technology. Compared with the traditional algorithm, it has obvious advantages in realizing the MPPT of PV power generation system. © 2024 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.

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