Classification of Ground-Based Cloud Images by Improved Combined Convolutional Network

Classification of Ground-Based Cloud Images by Improved Combined Convolutional Network

Changes in clouds can affect the outpower of photovoltaics (PVs). Ground-based cloud images classification is an important prerequisite for PV power prediction. Due to the intra-class difference and inter-class similarity of cloud images, the classical convolutional network is obviously insufficient...

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Bibliographic Details
Main Authors: Wen Zhu, Tianliang Chen, Beiping Hou, Chen Bian, Aihua Yu, Lingchao Chen, Ming Tang, Yuzhen Zhu
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
convolutional neural network
classification of ground-based cloud images
combined convolutional network
overlap pooling
attention mechanism
Online Access:https://www.mdpi.com/2076-3417/12/3/1570

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https://www.mdpi.com/2076-3417/12/3/1570

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