Short-Term Photovoltaic Power Generation Prediction Model Based on Improved Data Decomposition and Time Convolution Network

Short-Term Photovoltaic Power Generation Prediction Model Based on Improved Data Decomposition and Time Convolution Network

In response to the volatility of photovoltaic power generation, this paper proposes a short-term photovoltaic power generation prediction model (HWOA-MVMD-TPA-TCN) based on a Hybrid Whale Optimization Algorithm (HWOA), multivariate variational mode decomposition (MVMD), temporal pattern attention me...

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Bibliographic Details
Main Authors: Ranran Cao, He Tian, Dahua Li, Mingwen Feng, Huaicong Fan
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Energies
Subjects:
photovoltaic power generation forecast
hybrid whale algorithm
multivariate variational mode decomposition
time convolutional network
time pattern attention mechanism
Online Access:https://www.mdpi.com/1996-1073/17/1/33

Internet

https://www.mdpi.com/1996-1073/17/1/33

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