Transformer–BiLSTM Fusion Neural Network for Short-Term PV Output Prediction Based on NRBO Algorithm and VMD

Transformer–BiLSTM Fusion Neural Network for Short-Term PV Output Prediction Based on NRBO Algorithm and VMD

In order to solve the difficulties that the uncertain characteristics of PV output, such as volatility and intermittency, will bring to the development of microgrid scheduling plans, this paper proposes a Transformer–Bidirectional Long Short-Term Memory (BiLSTM) neural network PV power generation fo...

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Bibliographic Details
Main Authors: Xiaowei Fan, Ruimiao Wang, Yi Yang, Jingang Wang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
PV
forecasting model
NRBO
VMD
transformer-BiLSTM
Online Access:https://www.mdpi.com/2076-3417/14/24/11991
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