Short-Term Load Forecasting Based on Deep Learning Bidirectional LSTM Neural Network

Short-Term Load Forecasting Based on Deep Learning Bidirectional LSTM Neural Network

Accurate load forecasting guarantees the stable and economic operation of power systems. With the increasing integration of distributed generations and electrical vehicles, the variability and randomness characteristics of individual loads and the distributed generation has increased the complexity...

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Bibliographic Details
Main Authors: Changchun Cai, Yuan Tao, Tianqi Zhu, Zhixiang Deng
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Applied Sciences
Subjects:
bidirectional long short-term memory
multi-layer stacked
neural network
short-term load forecasting
power system
Online Access:https://www.mdpi.com/2076-3417/11/17/8129

Internet

https://www.mdpi.com/2076-3417/11/17/8129

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