Forecasting Hourly Solar Irradiance Using Hybrid Wavelet Transformation and Elman Model in Smart Grid

Forecasting Hourly Solar Irradiance Using Hybrid Wavelet Transformation and Elman Model in Smart Grid

With the integration of photovoltaic (PV) power into an electrical network, the complexity of the grid management is increasing because of intermittent and fluctuation nature of solar energy. Solar irradiance forecasting is essential to facilitate planning and managing electricity generation and dis...

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Bibliographic Details
Main Authors: Xiaoqiao Huang, Junsheng Shi, Bixuan Gao, Yonghang Tai, Zaiqing Chen, Jun Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Smart grid
cyber-physical system
solar energy
solar irradiance forecasting
Elman neural network
wavelet transform
Online Access:https://ieeexplore.ieee.org/document/8850018/

Internet

https://ieeexplore.ieee.org/document/8850018/

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