Short-term prediction of PV output based on weather classification and SSA-ELM

Short-term prediction of PV output based on weather classification and SSA-ELM

In this paper, according to the power output characteristics of distributed photovoltaic users, the SSA-ELM (Sparrow Search Algorithm - Extreme Learning Machine) model based on weather type division is proposed for photovoltaic power day ahead prediction. Because the solar panel power generation seq...

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Bibliographic Details
Main Authors: Junxiong Ge, Guowei Cai, Mao Yang, Liu Jiang, Haimin Hong, Jinyu Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-04-01
Series:Frontiers in Energy Research
Subjects:
distributed photovoltaic users
photovoltaic output type
frequency fluctuations
cluster prediction
dividing weather types
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1145448/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1145448/full

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