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Title | Analysis on Solar Panel Crack Detection Using Optimization Techniques |
Authors |
Dafny, Lydia M.D.
Sri, Sindhu K. Gugan, K. |
ORCID | |
Keywords |
Solar cell Particle Swarm Optimization (PSO) Differential Particle Swarm Optimization (DPSO) Fractional Order Differential Particle Swarm Optimization (FODPSO) |
Type | Article |
Date of Issue | 2017 |
URI | http://essuir.sumdu.edu.ua/handle/123456789/65704 |
Publisher | Sumy State University |
License | Copyright not evaluated |
Citation | Dafny, Lydia M.D. Analysis on Solar Panel Crack Detection Using Optimization Techniques [Текст] / Lydia M.D. Dafny, Sindhu K. Sri, K. Gugan // Журнал нано- та електронної фізики. – 2017. – Т.9, № 2. – 02004. – DOI: 10.21272/jnep.9(2).02004. |
Abstract |
A Solar panel is considered as a proficient power hotspot for the creation of electrical energy for long
years. Any deformity on the solar cell panel’s surface will prompt to decreased production of power and loss
in the yield. Subsequently, the location of cracks on solar panel surfaces is the most essential stride during
the inspection of solar panel, and it has important significance. In any case, these strategies cost lot of
computation time and with low precision. Aiming for a few issues of the existing algorithm, a new framework
is proposed to distinguish the cracks. Crack can be distinguished by utilizing optimization techniques
based on segmentation. The optimization techniques are Particle Swarm Optimization (PSO), Differential
Particle Swarm Optimization (DPSO) and Fractional Order Differential Particle Swarm Optimization
(FODPSO). It is important to identify the crack in solar panel cells since they can directly diminish the execution of the panel and additionally the power yield. In view of the segmentation process, the potential
regions which have cracks have been found, and then distinctive optimization algorithms were run on these
areas to discover crack pixels. An extensive number of trials demonstrate that, this technique procures
high accuracy and more complete crack contours with low computation costs. |
Appears in Collections: |
Журнал нано- та електронної фізики (Journal of nano- and electronic physics) |
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File | Size | Format | Downloads |
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jnep_V9_02004_6.pdf | 224.02 kB | Adobe PDF | -74938842 |
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