Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images

Defective PV panels reduce the efficiency of the whole PV string, causing loss of investment by decreasing its efficiency and lifetime. In this study, firstly, an isolated convolution neural model (ICNM) was prepared from scratch to classify the infrared images of PV panels based on their health, i....

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Detalles Bibliográficos
Autores principales: Ahmed, Waqas, Hanif, Aamir, Kallu, Karam Dad, Kouzani, Abbas Z., Ali, Muhammad Umair, Zafar, Amad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402304/
https://www.ncbi.nlm.nih.gov/pubmed/34451108
http://dx.doi.org/10.3390/s21165668

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402304/
https://www.ncbi.nlm.nih.gov/pubmed/34451108
http://dx.doi.org/10.3390/s21165668

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