Research on short-term load forecasting based on accumulated temperature effect and improved temporal convolutional network

Research on short-term load forecasting based on accumulated temperature effect and improved temporal convolutional network

Aiming at the uncertainty in short-term load forecasting, and considering the multi-dimensionality of load data and the continuity of time series, this paper constructs a short-term power load forecasting method based on accumulated temperature effect and improved Temporal Convolutional Network. Fir...

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Bibliographic Details
Main Authors: Haihong Bian, Qian Wang, Guozheng Xu, Xiu Zhao
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Energy Reports
Subjects:
Load forecasting
Accumulated temperature effect
Temporal Convolutional Network
Back propagation neural network
TCN-BP model
Online Access:http://www.sciencedirect.com/science/article/pii/S235248472200751X

Internet

http://www.sciencedirect.com/science/article/pii/S235248472200751X

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