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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Autori principali:	Yunjun Yu, Guoping Hu, Caicheng Liu, Junjie Xiong, Ziyang Wu
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IEEE 2023-01-01
Serie:	IEEE Transactions on Quantum Engineering
Soggetti:	Long short-term memory (LSTM) network quantum neural network solar irradiance forecasting variational quantum circuit (VQC)
Accesso online:	https://ieeexplore.ieee.org/document/10111033/
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