Integrated Energy System Load Forecasting Based on Multi-energy Demand Response and Improved BiLSTM

Integrated Energy System Load Forecasting Based on Multi-energy Demand Response and Improved BiLSTM

[Objective] With the trend of energy consumption diversification， multiload forecasting plays an increasingly important role in optimizing the scheduling and operation planning of integrated energy systems（IES）. [Methods] To address the problem in which the coupling relationship between multiple loa...

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Bibliographic Details
Main Author: ZHANG Xiaojia, WANG Can, ZHANG Jiaheng, WANG Zhen, LI Zhiwei, ZHANG Zhaoyang, GAN Youchun
Format: Article
Language:zho
Published: Editorial Department of Electric Power Construction 2025-04-01
Series:Dianli jianshe
Subjects:
integrated energy systems（ies）|bi-directional long short-term memory（bilstm）|multi-energy demand response|multi-head self-attention|multiple load forecasting
Online Access:https://www.cepc.com.cn/fileup/1000-7229/PDF/1743057615543-1515672820.pdf
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