Novel solar forecasting scheme modelled by mixer dual path network and based on sky images

Novel solar forecasting scheme modelled by mixer dual path network and based on sky images

The prediction of global horizontal irradiance has become an effective technique to address the intermittence issue of photovoltaic (PV) power generation. This article proposes a novel deep neural network(DNN), named Mixer Dual Path Network (Mixer-DPN), for promising solar forecasting. It shares com...

Full description

Bibliographic Details
Main Authors: Tongsen Zhu, Xuan Jiao, Xingshuo Li, Xuening Yin, Yang Du, Shuye Ding, Weidong Xiao
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Subjects:
Deep learning (DL)
Solar forecasting
Dual path network (DPN)
Convmixer architecture
Online Access:http://www.sciencedirect.com/science/article/pii/S2772671123002103

Internet

http://www.sciencedirect.com/science/article/pii/S2772671123002103

Similar Items