Photovoltaic Power Output Prediction Based on TabNet for Regional Distributed Photovoltaic Stations Group

Photovoltaic Power Output Prediction Based on TabNet for Regional Distributed Photovoltaic Stations Group

With the increasing proportion of distributed photovoltaic (DPV) installations in county-level power grids, to improve the centralized operation and maintenance of the stations and to meet the needs of power grid dispatching, the output of the county-level regional DPV stations group needs to be pre...

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Bibliographic Details
Main Authors: Dengchang Ma, Rongyi Xie, Guobing Pan, Zongxu Zuo, Lidong Chu, Jing Ouyang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Energies
Subjects:
distributed photovoltaic
regional power output prediction
minimum redundancy maximum relevance criterion
TabNet
ensemble prediction
Online Access:https://www.mdpi.com/1996-1073/16/15/5649

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https://www.mdpi.com/1996-1073/16/15/5649

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