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A method for short-term photovoltaic power prediction integrating long short-term memory network, differential transformer, and multi-objective escape algorithm

Crossref DOI link: https://doi.org/10.1186/s42162-026-00621-0

Published Online: 2026-01-19

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, Yi

Zhang, Guangde

Li, Zengwei

Zhao, Hongkai

Ma, Yuanming

Li, Guodong

Zhang, Rongfu
Funding

Funding for this research was provided by:

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)

Scientific and Technological Project of State Grid Qinghai Electric Power Company (52281424000C)
License Information

Text and Data Mining valid from 2026-01-19

Version of Record valid from 2026-02-11
More Information

Article History

Received: 21 October 2025

Accepted: 3 January 2026

First Online: 19 January 2026

Declarations

:

: Not applicable.

: Not applicable.

: The authors declare no competing interests.

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