Optimal control of microgrid using ALO optimization MPPT with power quality enhancement

Q3 Engineering

Pollack Periodica Pub Date : 2024-02-12 DOI:10.1556/606.2023.00956

Farhat Afzah Samoon, Ikhlaq Hussain, S. J. Iqbal

引用次数: 0

Abstract

The paper presents a normalized, varying step size-based least mean square-based control for a standalone microgrid and Ant Lion optimization-based maximum power point tracking. This modified version of the incremental conductance algorithm addresses issues like slow dynamic response, fixed step size issues, and steady state oscillations. Comparative analysis with well-known techniques shows that Ant Lion optimizes the tracking of maximum power points more accurately, with fewer oscillations and increased efficiency. Power management and power quality are maintained through proposed adaptive voltage source converter control. The proposed voltage control shows better performance under various dynamic and steady conditions.

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利用 ALO 优化 MPPT 优化微电网控制，提高电能质量

本文针对独立微电网和基于蚂蚁雄狮优化的最大功率点跟踪，提出了一种规范化、基于步长变化的最小均方控制。这种增量电导算法的改进版解决了动态响应慢、固定步长和稳态振荡等问题。与知名技术的比较分析表明，蚁狮优化技术能更准确地跟踪最大功率点，减少振荡，提高效率。通过提议的自适应电压源转换器控制，电源管理和电能质量得以保持。所提出的电压控制在各种动态和稳定条件下都表现出更好的性能。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Pollack Periodica Engineering-Civil and Structural Engineering

CiteScore

1.50

自引率

0.00%

发文量

期刊介绍： Pollack Periodica is an interdisciplinary, peer-reviewed journal that provides an international forum for the presentation, discussion and dissemination of the latest advances and developments in engineering and informatics. Pollack Periodica invites papers reporting new research and applications from a wide range of discipline, including civil, mechanical, electrical, environmental, earthquake, material and information engineering. The journal aims at reaching a wider audience, not only researchers, but also those likely to be most affected by research results, for example designers, fabricators, specialists, developers, computer scientists managers in academic, governmental and industrial communities.