Wind Speed Forecasting Using Attention-Based Causal Convolutional Network and Wind Energy Conversion

Wind Speed Forecasting Using Attention-Based Causal Convolutional Network and Wind Energy Conversion

As one of the effective renewable energy sources, wind energy has received attention because it is sustainable energy. Accurate wind speed forecasting can pave the way to the goal of sustainable development. However, current methods ignore the temporal characteristics of wind speed, which leads to i...

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Bibliographic Details
Main Authors: Zhihao Shang, Quan Wen, Yanhua Chen, Bing Zhou, Mingliang Xu
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Energies
Subjects:
attention mechanism
causal convolutional network
wind speed forecasting
singular spectrum analysis
wind energy
Online Access:https://www.mdpi.com/1996-1073/15/8/2881

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https://www.mdpi.com/1996-1073/15/8/2881

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