Hour-Ahead Solar Irradiance Forecasting Using Multivariate Gated Recurrent Units

Variation in solar irradiance causes power generation fluctuations in solar power plants. Power grid operators need accurate irradiance forecasts to manage this variability. Many factors affect irradiance, including the time of year, weather and time of day. Cloud cover is one of the most important...

Full description

Bibliographic Details
Main Authors: Jessica Wojtkiewicz, Matin Hosseini, Raju Gottumukkala, Terrence Lynn Chambers
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/12/21/4055