Distributed Photovoltaic Ultra-short-term Power Forecasting Method Based on Temporal Analog Matching Approach and Transformer Network Modeling

Distributed Photovoltaic Ultra-short-term Power Forecasting Method Based on Temporal Analog Matching Approach and Transformer Network Modeling

To address the challenge of low prediction accuracy of distributed photovoltaic (PV) power generation under sudden weather change scenarios due to the lack of meteorological data, this paper proposes a distributed PV ultra-short-term power prediction method based on temporal analog matching approach...

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Bibliographic Details
Main Authors: Pengwei YANG, Liping ZHAO, Junfa CHEN, Zhao ZHEN, Fei WANG, Liming LI
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2024-12-01
Series:Zhongguo dianli
Subjects:
distributed pv power
similar time periods
transformer model
ultra-short-term power forecasting
satellite remote sensing information
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202403112
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