High Accuracy Modeling for Solar PV Power Generation Using Noble BD-LSTM-based Neural Networks with EMA

More accurate self-forecasting not only provides a better-integrated solution for electricity grids but also reduces the cost of operation of the entire power system. To predict solar photovoltaic (PV) power generation (SPVG) for a specific hour, this paper proposes the combination of a two-step neu...

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Bibliographic Details
Main Authors: Youngil Kim, Keunjoo Seo, Robert J. Harrington, Yongju Lee, Hyeok Kim, Sungjin Kim
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Applied Sciences
Subjects:
ANN
EMA
Online Access:https://www.mdpi.com/2076-3417/10/20/7339