Photovoltaic power forecasting: A dual-attention gated recurrent unit framework incorporating weather clustering and transfer learning strategy

Author:

Tang Yugui,Yang Kuo,Zhang Shujing,Zhang ZhenORCID

Funder

Academy of Neonatal Nursing

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference43 articles.

1. A review and evaluation of the state-of-the-art in PV solar power forecasting: techniques and optimization;Ahmed;Renew. Sustain. Energy Rev.,2020

2. Extreme learning machines for solar photovoltaic power predictions;Al-Dahidi;Energies,2018

3. A comparative study on short-term PV power forecasting using decomposition based optimized extreme learning machine algorithm;Behera;Eng Sci Technol,2020

4. A hybrid model (SARIMA-SVM) for short-term power forecasting of a small-scale grid-connected photovoltaic plant;Bouzerdoum;Sol. Energy,2013

5. Online 24-h solar power forecasting based on weather type classification using artificial neural network;Chen;Sol. Energy,2011

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