A comparative assessment of SARIMA, LSTM RNN and Fb Prophet models to forecast total and peak monthly energy demand for India
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,General Energy
Reference52 articles.
1. An optimized model using LSTM network for demand forecasting;Abbasimehr;Comput. Ind. Eng.,2020
2. Utility companies strategy for short-term energy demand forecasting using machine learning based models;Ahmad;Sustain. Cities Soc.,2018
3. Year ahead demand forecast of city natural gas using seasonal time series methods;Akpinar;Energies,2016
4. Long-term/mid-term electric load forecasting based on short-term correlation and annual growth;Al-Hamadi;Elec. Power Syst. Res.,2005
5. Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia;Al-Musaylh;Adv. Eng. Inf.,2018
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