A hybrid ultra-short-term photovoltaic power prediction framework integrating ant colony optimization for clustering with Bi-GRU

To address the challenges posed to stable power grid operation by the intermittency and volatility of photovoltaic (PV) power generation, this paper proposes an ultra-short-term hybrid PV power prediction model based on a logical framework integrating a scenario-based prediction strategy. This hybri...

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Bibliographic Details
Main Authors: Xinyi Liu, Zitao Wang, Yang Wang, Shanke Liu, Lijun Yu
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:International Journal of Electrical Power & Energy Systems
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0142061525004533
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