Prediction of Solar Irradiance One Hour Ahead Based on Quantum Long Short-Term Memory Network

Prediction of Solar Irradiance One Hour Ahead Based on Quantum Long Short-Term Memory Network

The short-term forecasting of photovoltaic (PV) power generation ensures the scheduling and dispatching of electrical power, helps design a PV-integrated energy management system, and enhances the security of grid operation. However, due to the randomness of solar energy, the output of the PV system...

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Bibliographic Details
Main Authors: Yunjun Yu, Guoping Hu, Caicheng Liu, Junjie Xiong, Ziyang Wu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Quantum Engineering
Subjects:
Long short-term memory (LSTM) network
quantum neural network
solar irradiance forecasting
variational quantum circuit (VQC)
Online Access:https://ieeexplore.ieee.org/document/10111033/

Internet

https://ieeexplore.ieee.org/document/10111033/

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