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An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network

Pardeep Singla, Manoj Duhan, Sumit Saroha

2021Earth Science Informatics133 citationsDOIOpen Access PDF

Topics & Concepts

Mean absolute percentage errorSolar irradianceMean squared errorComputer scienceWavelet transformBenchmark (surveying)Time seriesWaveletArtificial neural networkData miningAlgorithmArtificial intelligenceMeteorologyStatisticsMathematicsMachine learningGeographyGeodesySolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques
An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network | Litcius