Decomposition and statistical analysis for regional electricity demand forecasting
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[1] Steven C. Wheelwright,et al. Forecasting methods and applications. , 1979 .
[2] S. S. Choi,et al. Short-term forecasting of electricity demand by decomposition analysis , 1984 .
[3] J. Deng,et al. Introduction to Grey system theory , 1989 .
[4] Irma J. Terpenning,et al. STL : A Seasonal-Trend Decomposition Procedure Based on Loess , 1990 .
[5] A. Harvey,et al. Forecasting Hourly Electricity Demand Using Time-Varying Splines , 1993 .
[6] Saifur Rahman,et al. Building a fuzzy expert system for electric load forecasting using a hybrid neural network , 1995 .
[7] Richard A. Davis,et al. Introduction to time series and forecasting , 1998 .
[8] R. Ramanathan,et al. Short-run forecasts of electricity loads and peaks , 1997 .
[9] David F. Findley,et al. New Capabilities and Methods of the X-12-ARIMA Seasonal-Adjustment Program , 1998 .
[10] Víctor Gómez,et al. Seasonal Adjustment and Signal Extraction in Economic Time Series , 1998 .
[11] New Capabilities and Methods of the X-12-ARIMA Seasonal-Adjustment Program: Comment , 1998 .
[12] Georges A. Darbellay,et al. Forecasting the short-term demand for electricity: Do neural networks stand a better chance? , 2000 .
[13] Michel Verleysen,et al. Forecasting electricity consumption using nonlinear projection and self-organizing maps , 2002, Neurocomputing.
[14] Kostas S. Metaxiotis,et al. Artificial intelligence in short term electric load forecasting: a state-of-the-art survey for the researcher , 2003 .
[15] J. W. Taylor,et al. Short-term electricity demand forecasting using double seasonal exponential smoothing , 2003, J. Oper. Res. Soc..
[16] L. J. Soares,et al. Forecasting electricity demand using generalized long memory , 2003 .
[17] Paul Goodwin,et al. How to integrate management judgment with statistical forecasts , 2005 .
[18] Matteo Manera,et al. Modelling the Load Curve of Aggregate Electricity Consumption Using Principal Components , 2003, Environ. Model. Softw..
[19] P. McSharry,et al. Probabilistic forecasts of the magnitude and timing of peak electricity demand , 2005, IEEE Transactions on Power Systems.
[20] B. W. Ang,et al. A trigonometric grey prediction approach to forecasting electricity demand , 2006 .
[21] P. McSharry,et al. A comparison of univariate methods for forecasting electricity demand up to a day ahead , 2006 .
[22] S. F. Ghaderi,et al. Integration of Artificial Neural Networks and Genetic Algorithm to Predict Electrical Energy consumption , 2006, IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics.
[23] Wilson H. Tang,et al. Probability Concepts in Engineering: Emphasis on Applications to Civil and Environmental Engineering , 2006 .
[24] E. F. Sánchez-Úbeda,et al. Modeling and forecasting industrial end-use natural gas consumption☆ , 2007 .
[25] M. Thatcher. Modelling changes to electricity demand load duration curves as a consequence of predicted climate change for Australia , 2007 .
[26] John Boland,et al. Generation of synthetic sequences of electricity demand: Application in South Australia , 2007 .
[27] Ali Azadeh,et al. A simulated-based neural network algorithm for forecasting electrical energy consumption in Iran , 2008 .
[28] Hsiao-Tien Pao,et al. Forecasting energy consumption in Taiwan using hybrid nonlinear models , 2009 .
[29] V. Bianco,et al. Electricity consumption forecasting in Italy using linear regression models , 2009 .
[30] Jing Zhao,et al. An Improved Combined Model for the Electricity Demand Forecasting , 2010, 2010 International Conference on Computational and Information Sciences.
[31] Isa S. Qamber,et al. Long-term load forecasting for the Kingdom of Bahrain using Monte Carlo method , 2010 .
[32] Ian T. Nabney,et al. Short-term electricity demand and gas price forecasts using wavelet transforms and adaptive models , 2010 .
[33] Serhat Kucukali,et al. Turkey’s short-term gross annual electricity demand forecast by fuzzy logic approach , 2010 .
[34] Maximum Annual Load Estimation and Network Strengthening for the Kingdom of Bahrain , 2010 .
[35] A. Goia,et al. Functional clustering and linear regression for peak load forecasting , 2010 .
[36] Wei-Chiang Hong,et al. Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artific , 2011 .
[37] Haiyan Lu,et al. Chaotic time series method combined with particle swarm optimization and trend adjustment for electricity demand forecasting , 2011, Expert Syst. Appl..
[38] Jianzhou Wang,et al. A seasonal hybrid procedure for electricity demand forecasting in China , 2011 .
[39] Pei-Chann Chang,et al. Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach , 2011 .
[40] Seong-Hwan Yoon,et al. Development of an urban energy demand forecasting system to support environmentally friendly urban planning , 2013 .
[41] Ali Deihimi,et al. Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction , 2013 .
[42] Michele Pinelli,et al. Optimal allocation of thermal, electric and cooling loads among generation technologies in household applications , 2013 .