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A comparative assessment of SARIMA, LSTM RNN and Fb Prophet models to forecast total and peak monthly energy demand for India

Shobhit Chaturvedi, E. Rajasekar, Sukumar Natarajan, Nick McCullen

2022Energy Policy177 citationsDOIOpen Access PDF

Topics & Concepts

Mean absolute percentage errorMean squared errorStatisticsRecurrent neural networkEnergy demandMean absolute errorEconometricsMathematicsArtificial neural networkComputer scienceArtificial intelligenceEconomicsNatural resource economicsEnergy Load and Power ForecastingGrey System Theory ApplicationsMarket Dynamics and Volatility