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

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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Bibliographic Details
Main Authors: Waqas Ahmed, Aamir Hanif, Karam Dad Kallu, Abbas Z. Kouzani, Muhammad Umair Ali, Amad Zafar
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
deep convolution neural network
PV panels
infrared images
hotspots
Online Access:https://www.mdpi.com/1424-8220/21/16/5668

Internet

https://www.mdpi.com/1424-8220/21/16/5668

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