Short-Term Electric Load Prediction and Early Warning in Industrial Parks Based on Neural Network

This paper proposes a load forecasting method based on LSTM model, fully explores the regularity of historical load data of industrial park enterprises, inputs the data features into LSTM units for feature extraction, and applies the attention-based model for load forecasting. The experiments show t...

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Bibliographic Details
Main Authors: Guannan Wang, Pei Yang, Jiayi Chen
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2021/1435334