MPPT of a Partially Shaded Photovoltaic Module by Ant Lion Optimizer

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• 关键词：Photovoltaic module ; Non ; Uniform solar irradiation level ; Ant Lion Optimizer
• 刊名：Lecture Notes in Computer Science
• 出版年：2016
• 出版时间：2016
• 年：2016
• 卷：9712
• 期：1
• 页码：451-457
• 全文大小：577 KB
• 参考文献：1.Patel, H., Agarwal, V.: MATLAB-based modeling to study the effects of partial shading on PV array characteristics. IEEE Trans. Energy Convers. 23(1), 10–302 (2008)CrossRef
  2.Mirjalili, S.: The ant lion optimizer. Adv. Eng. Softw. 83, 80–98 (2015)CrossRef
  3.The MathWorks Inc. http://​www.​mathworks.​com/​examples/​simpower/​mw/​sps_​product-power_​PVArray_​PartialShading-partial-shading-of-a-pv-module?​s_​tid=​srchtitle
  
• 作者单位：Ekaterina A. Engel (16)
  Igor V. Kovalev (17)
  
  16. Katanov State University of Khakassia, Shetinkina, 61, 655017, Abakan, Russian Federation
  17. Siberian State Aerospace University, Krasnoyarsky Rabochy Avenue 31, 660014, Krasnoyarsk, Russian Federation
  
• 丛书名：Advances in Swarm Intelligence
• ISBN：978-3-319-41000-5
• 刊物类别：Computer Science
• 刊物主题：Artificial Intelligence and Robotics
  Computer Communication Networks
  Software Engineering
  Data Encryption
  Database Management
  Computation by Abstract Devices
  Algorithm Analysis and Problem Complexity
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1611-3349
• 卷排序：9712

文摘

This paper is mainly focused on the maximum power point tracking of a photovoltaic module under non uniform solar irradiation level. In such a case multiple local maximum power points are observed but only one global maximum power point exists. In this paper, the Ant Lion Optimizer algorithm is adopted to find the global maximum power point of a partially shaded photovoltaic module. The simulation results show that the performance of the Ant Lion Optimizer is better than the perturbation & observation algorithm in detecting the global maxima of a partially shaded photovoltaic module.