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Long-term electricity demand forecasting for power system planning using economic, demographic and climatic variables

Chui, F.; Elkamel, A.; Surit, R.; Croiset, E.; Douglas, P.L. - In: European Journal of Industrial Engineering 3 (2009) 3, pp. 277-304

generate different scenarios, different ranges in the economic, demographic and climatic variables were used. [Received 16 …

Persistent link: https://www.econbiz.de/10005078483

Impact of PHEVs Penetration on Ontario’s Electricity Grid and Environmental Considerations

Ahmadi, Lena; Croiset, Eric; Elkamel, Ali; Douglas, Peter L. - In: Energies 5 (2012) 12, pp. 5019-5037

demographic, climate and economic variables. The results from the LR and NLR models were compared and the most accurate one was … effects of the wide spread adoption of PHEVs on peak and base load demands in Ontario, Canada. Long-term forecasting models of …

Persistent link: https://www.econbiz.de/10010676027

Assessing the accuracy of electricity production forecasts in developing countries

Steinbuks, Jevgenijs - In: International journal of forecasting 35 (2019) 3, pp. 1175-1185

Persistent link: https://www.econbiz.de/10012305244

Fixed-size Least Squares Support Vector Machines: A Large Scale Application in Electrical Load Forecasting

Espinoza, Marcelo; Suykens, Johan; Moor, Bart - In: Computational Management Science 3 (2006) 2, pp. 113-129

Persistent link: https://www.econbiz.de/10005596522

GEFCom2014 probabilistic electric load forecasting : an integrated solution with forecast combination and residual simulation

Xie, Jingrui; Tao, Hong - In: International journal of forecasting 32 (2016) 3, pp. 1012-1016

Persistent link: https://www.econbiz.de/10011621984

Linear optimal weighting estimator (LOWE) for efficient parallel hybridization of load forecasts

Chahkotahi, Fatemeh; Khashei, Mehdi - In: Journal of modelling in management 17 (2022) 3, pp. 1028-1048

Persistent link: https://www.econbiz.de/10013362699

Long-term load forecasting : models based on MARS, ANN and LR methods

Nalcaci, Gamze; Özmen, Ayse; Weber, Gerhard-Wilhelm - In: Central European journal of operations research : CEJOR … 27 (2019) 4, pp. 1033-1049

Persistent link: https://www.econbiz.de/10012106576

Dimensionality reduction in forecasting with temporal hierarchies

Nystrup, Peter; Lindström, Erik; Møller, Jan K.; … - In: International journal of forecasting 37 (2021) 3, pp. 1127-1146

Persistent link: https://www.econbiz.de/10012794823

A machine learning pipeline for forecasting time series in the banking sector

Gorodetskaya, Olga; Gobareva, Yana; Koroteev, Mikhail - In: Economies : open access journal 9 (2021) 4, pp. 1-15

methodology in economics that can yield robust and reproducible results and can be reused in solving other similar tasks is …

Persistent link: https://www.econbiz.de/10012800488

Quantile regression for the qualifying match of GEFCom2017 probabilistic load forecasting

Ziel, Florian - In: International journal of forecasting 35 (2019) 4, pp. 1400-1408

Persistent link: https://www.econbiz.de/10012305360