Short-Term PV Power Prediction Based on Optimized VMD and LSTM

Short-Term PV Power Prediction Based on Optimized VMD and LSTM

Because of intermittence and fluctuation of photovoltaic (PV) power, it is difficult to enhance prediction accuracy. To sustain high-efficient operation of power system, this paper proposes a hybrid method to predict the short-term PV power. It consists of components separation of PV power, paramete...

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Bibliographic Details
Main Authors: Lishu Wang, Yanhui Liu, Tianshu Li, Xinze Xie, Chengming Chang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Power system
photovoltaic power prediction
parameter optimization
PSO
LSTM
Online Access:https://ieeexplore.ieee.org/document/9187409/

Internet

https://ieeexplore.ieee.org/document/9187409/

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