A Multi-Timescale Operational Strategy for Active Distribution Networks with Load Forecasting Integration

A Multi-Timescale Operational Strategy for Active Distribution Networks with Load Forecasting Integration

To enhance the operational stability of distribution networks during peak periods, this paper proposes a multi-timescale operational method considering load forecasting impacts. Firstly, the Crested Porcupine Optimizer (CPO) is employed to optimize the hyperparameters of long short-term memory (LSTM...

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Bibliographic Details
Main Authors: Dongli Jia, Zhaoying Ren, Keyan Liu, Kaiyuan He, Zukun Li
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Energies
Subjects:
distribution network
load forecasting
conservation voltage reduction (CVR)
multi-timescale optimization
Online Access:https://www.mdpi.com/1996-1073/18/13/3567
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