Short-time multi-energy load forecasting method based on CNN-Seq2Seq model with attention mechanism

Integrated Energy Systems have become a vital energy utilization to alleviate the multiple stress of energy, environment, and economy worldwide. Integrated Energy Microgrid (IEM) is a small-scale integrated energy system located in a distribution network close to the demand side. The accurate foreca...

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Bibliographic Details
Main Authors: Ge Zhang, Xiaoqing Bai, Yuxuan Wang
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Machine Learning with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000323