Comprehensive Analysis of PSO and P&O for the Global Maximum Power Point Tracking of the PV under Partial Shading

A. Ibrahim, Raef Aboelsaud, S. Obukhov

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This paper introduces an improvement in optimization method (particle swarm optimization PSO) in case of partial shaded conditions (PSC) in photovoltaic (PV) panels. The partial shading causes many problems in PV system, like system losses and decreasing the efficiency of the solar generation system. Under PSC, the Power-Voltage of the PV have more one local peaks (LP) and only one global peak (GP). The devolved algorithm able to determine the global maximum peak within 80-200 ms under many test cases. The proposed improved PSO algorithm can handle the PSC very efficiently under different shading conditions, while PO algorithm incapable of handling the PSC of the solar panel.

Original languageEnglish
Title of host publicationProceedings of the 1st IEEE 2019 International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538693346
DOIs
Publication statusPublished - 6 May 2019
Event1st IEEE International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2019 - Moscow, Russian Federation
Duration: 14 Mar 201915 Mar 2019

Publication series

NameProceedings of the 1st IEEE 2019 International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2019

Conference

Conference1st IEEE International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2019
CountryRussian Federation
CityMoscow
Period14.3.1915.3.19

Keywords

  • Global peak (GP)
  • Improved Particle swarm optimization (IPSO)
  • Local peak (LP)

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

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  • Cite this

    Ibrahim, A., Aboelsaud, R., & Obukhov, S. (2019). Comprehensive Analysis of PSO and P&O for the Global Maximum Power Point Tracking of the PV under Partial Shading. In Proceedings of the 1st IEEE 2019 International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2019 [8708745] (Proceedings of the 1st IEEE 2019 International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/REEPE.2019.8708745