A New Optimization Approach for Maximizing the Photovoltaic Panel Power Based on Genetic Algorithm and Lagrange Multiplier Algorithm
Joint Authors
El-Arini, Mahdi M. M.
Othman, Ahmed M.
Fathy, Ahmed
Source
International Journal of Photoenergy
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-25
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
In recent years, the solar energy has become one of the most important alternative sources of electric energy, so it is important to operate photovoltaic (PV) panel at the optimal point to obtain the possible maximum efficiency.
This paper presents a new optimization approach to maximize the electrical power of a PV panel.
The technique which is based on objective function represents the output power of the PV panel and constraints, equality and inequality.
First the dummy variables that have effect on the output power are classified into two categories: dependent and independent.
The proposed approach is a multistage one as the genetic algorithm, GA, is used to obtain the best initial population at optimal solution and this initial population is fed to Lagrange multiplier algorithm (LM), then a comparison between the two algorithms, GA and LM, is performed.
The proposed technique is applied to solar radiation measured at Helwan city at latitude 29.87°, Egypt.
The results showed that the proposed technique is applicable.
American Psychological Association (APA)
El-Arini, Mahdi M. M.& Othman, Ahmed M.& Fathy, Ahmed. 2013. A New Optimization Approach for Maximizing the Photovoltaic Panel Power Based on Genetic Algorithm and Lagrange Multiplier Algorithm. International Journal of Photoenergy،Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-475003
Modern Language Association (MLA)
El-Arini, Mahdi M. M.…[et al.]. A New Optimization Approach for Maximizing the Photovoltaic Panel Power Based on Genetic Algorithm and Lagrange Multiplier Algorithm. International Journal of Photoenergy No. 2013 (2013), pp.1-12.
https://search.emarefa.net/detail/BIM-475003
American Medical Association (AMA)
El-Arini, Mahdi M. M.& Othman, Ahmed M.& Fathy, Ahmed. A New Optimization Approach for Maximizing the Photovoltaic Panel Power Based on Genetic Algorithm and Lagrange Multiplier Algorithm. International Journal of Photoenergy. 2013. Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-475003
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-475003