An Improved PSO-Based MPPT Control Strategy for Photovoltaic Systems
Joint Authors
Abdulkadir, M.
Yatim, A. H. M.
Yusuf, S. T.
Source
International Journal of Photoenergy
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-16
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper presents a control strategy proposed for power maximizing which is a critical mechanism to ensure power track is maximized.
Many tracking algorithms have been proposed for this purpose.
One of the more commonly used techniques is the incremental conductance method.
In this paper, an improved particle swarm optimization- (IPSO-) based MPPT technique for photovoltaic system operating under varying environmental conditions is proposed.
The approach of linearly decreasing scheme for weighting factor and cognitive and social parameter is modified.
The proposed control scheme can overcome deficiency and accelerate convergence of the IPSO-based MPPT algorithm.
The approach is not only capable of tracking the maximum power point under uniform insolation state, but also able to find the maximum power point under fast changing nonuniform insolation conditions.
The photovoltaic systematic process with control schemes is created using MATLAB Simulink to verify the effectiveness with several simulations being carried out and then compared with the conventional incremental conductance technique.
Lastly, the effectiveness of the intended techniques is proven using real data obtained form previous literature.
With the change in insolation and temperature portrait, it produces exceptional MPPT maximization.
This shows that optimum performance is achieved using the intended method compared to the typical method.
American Psychological Association (APA)
Abdulkadir, M.& Yatim, A. H. M.& Yusuf, S. T.. 2014. An Improved PSO-Based MPPT Control Strategy for Photovoltaic Systems. International Journal of Photoenergy،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1037364
Modern Language Association (MLA)
Abdulkadir, M.…[et al.]. An Improved PSO-Based MPPT Control Strategy for Photovoltaic Systems. International Journal of Photoenergy No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1037364
American Medical Association (AMA)
Abdulkadir, M.& Yatim, A. H. M.& Yusuf, S. T.. An Improved PSO-Based MPPT Control Strategy for Photovoltaic Systems. International Journal of Photoenergy. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1037364
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1037364