Deep belief rule based photovoltaic power forecasting method with interpretability

Abstract Accurate prediction of photovoltaic (PV) output power is of great significance for reasonable scheduling and development management of power grids. In PV power generation prediction system, there are two problems: the uncertainty of PV power generation and the inexplicability of the predict...

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Bibliographic Details
Main Authors: Peng Han, Wei He, You Cao, YingMei Li, YunYi Zhang
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-18820-6