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Resampling and data augmentation for short-term PV output prediction based on an imbalanced sky images dataset using convolutional neural networks

Yuhao Nie, Ahmed S. Zamzam, Adam R. Brandt

2021Solar Energy84 citationsDOIOpen Access PDF

Topics & Concepts

ResamplingMean squared errorComputer scienceConvolutional neural networkSkyArtificial neural networkSampling (signal processing)NowcastingTerm (time)Baseline (sea)Bootstrapping (finance)Data miningStatisticsMachine learningArtificial intelligenceMeteorologyEconometricsMathematicsFilter (signal processing)GeologyQuantum mechanicsComputer visionPhysicsOceanographySolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques
Resampling and data augmentation for short-term PV output prediction based on an imbalanced sky images dataset using convolutional neural networks | Litcius