Cultured Bat Algorithm for Optimized MPPT Tracking Under Different Shading Conditions

机译：培养的BAT算法在不同阴影条件下优化MPPT跟踪

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The paper presents a modified BAT algorithm using cultural evolution process. We employ the normative knowledge inherent in cultural algorithm to modified the bat algorithm and the resulting algorithm is called CABAT_Ns. The CABAT_Ns is used to design a maximum power point tracking (MPPT) for a PV system. We carried out a number of simulations in MATLAB using two different shading conditions such as Shading Test Condition 1 and Shading Test Condition 2 (STC1 and STC2). Simulation was compared with standard bat algorithm and results showed that CABAT_Ns can obtain the global MPP of the PV system. effectively.

机译：本文介绍了一种使用文化进化过程的改进的BAT算法。我们采用文化算法固有的规范知识来修改BAT算法，并且所得到的算法称为CABAT_NS。 CABAT_NS用于为光伏系统设计最大功率点跟踪（MPPT）。我们使用两个不同的阴影条件（如阴影测试条件1和阴影测试条件2（STC1和STC2））在MATLAB中进行了许多模拟。将仿真与标准BAT算法进行比较，结果显示Cabat_NS可以获得PV系统的全局MPP。有效地。

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《International Conference in Mathematics, Computer Engineering and Computer Science》|2020年|1 v.|共8页
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作者
Kulu. Amadu. Amalo; Sabo Ibrahim Birninkudu; Bala Boyi Bukata; Ahmed Tijani Salawudeen; Ashraf Adam Ahmad;
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中图分类计算技术、计算机技术;
关键词
BAT Algorithm; CABAT_Ns; MPPT; PV Systems; CA.;

机译：BAT算法;CABAT_NS;MPPT;光伏系统;CA。;

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1. Bio-inspired optimization algorithms based maximum power point tracking technique for photovoltaic systems under partial shading and complex partial shading conditions [J] . Zafar Muhammad Hamza, Khan Noman Mujeeb, Mirza Adeel Feroz, Journal of Cleaner Production . 2021,第Auga1期

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2. Comparative analysis of MPPT algorithms based on Bat algorithm for PV systems under partial shading condition [J] . da Rocha Maykon Vichoski, Sampaio Leonardo Poltronieri, da Silva Sergio Augusto Oliveira Sustainable Energy Technologies and Assessments . 2020,第Auga期

机译：基于局部遮阳条件下PV系统BAT算法的MPPT算法对比分析
3. A novel MPPT (maximum power point tracking) algorithm based on a modified genetic algorithm specialized on tracking the global maximum power point in photovoltaic systems affected by partial shading [J] . Stefan Daraban, Dorin Petreus, Cristina Morel Energy . 2014,第sepa期

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4. Cultured Bat Algorithm for Optimized MPPT Tracking Under Different Shading Conditions [C] . Kulu. Amadu. Amalo, Sabo Ibrahim Birninkudu, Bala Boyi Bukata, International Conference in Mathematics, Computer Engineering and Computer Science . 2020

机译：培养蝙蝠算法在不同阴影条件下优化MPPT跟踪
5. Analysis of Maximum Power Point Tracking Algorithms for Single Stage Photovoltaic Power Plants under Realistic Partial Shading Conditions Caused by Moving Clouds. [D] . Azuaje Berbeci, Bernardo J. 2017

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6. A Deep Reinforcement Learning-Based MPPT Control for PV Systems under Partial Shading Condition [O] . Bao Chau Phan, Ying-Chih Lai, Chin E. Lin 2020

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7. A Lipschitz Optimization-Based MPPT Algorithm for Photovoltaic System Under Partial Shading Condition [O] . Wenfan Li, Guogang Zhang, Tingzhe Pan, 2019

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Cultured Bat Algorithm for Optimized MPPT Tracking Under Different Shading Conditions

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