A Comparison of Hour-Ahead Solar Irradiance Forecasting Models Based on LSTM Network

The intermittence and fluctuation character of solar irradiance places severe limitations on most of its applications. The precise forecast of solar irradiance is the critical factor in predicting the output power of a photovoltaic power generation system. In the present study, Model I-A and Model I...

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Bibliographic Details
Main Authors: Xiaoqiao Huang, Chao Zhang, Qiong Li, Yonghang Tai, Bixuan Gao, Junsheng Shi
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2020/4251517