Multi-Scale Convolutional Neural Network With Time-Cognition for Multi-Step Short-Term Load Forecasting

Multi-Scale Convolutional Neural Network With Time-Cognition for Multi-Step Short-Term Load Forecasting

Electric load forecasting has always been a key component of power grids. Many countries have opened up electricity markets and facilitated the participation of multiple agents, which create a competitive environment and reduce costs to consumers. In the electricity market, multi-step short-term loa...

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Bibliographic Details
Main Authors: Zhuofu Deng, Binbin Wang, Yanlu Xu, Tengteng Xu, Chenxu Liu, Zhiliang Zhu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Short-term load forecasting
probabilistic load forecasting
multi-step
multi-scale convolution
time cognition
deep learning
Online Access:https://ieeexplore.ieee.org/document/8752362/

Internet

https://ieeexplore.ieee.org/document/8752362/

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