NETWORK METHOD TO FORECAST RECAST ELECTRIC LOAD ELECTRIC LOAD ELECTRIC LOAD ELECTRIC LOAD

The paper presents a system using an artificial neural network (ANN) to efficiently learn The paper presents a system using an artificial neural network (ANN) to efficiently learn ] ,..., , [

[1]  G. G. Karady,et al.  An adaptive neural network approach to one-week ahead load forecasting , 1993 .

[2]  K. Nose-Filho,et al.  Short-Term Multinodal Load Forecasting Using a Modified General Regression Neural Network , 2011, IEEE Transactions on Power Delivery.

[3]  Bernhard Sick,et al.  Processing Short-Term and Long-Term Information With a Combination of Polynomial Approximation Techniques and Time-Delay Neural Networks , 2009, IEEE Transactions on Neural Networks.

[4]  M. Shahidehpour,et al.  A Hybrid Model for Day-Ahead Price Forecasting , 2010, IEEE Transactions on Power Systems.

[5]  Martin Fodslette Møller,et al.  A scaled conjugate gradient algorithm for fast supervised learning , 1993, Neural Networks.

[6]  Joao P. S. Catalao,et al.  Hybrid intelligent approach for short-term wind power forecasting in Portugal , 2011 .

[7]  Dumitru-Iulian Nastac,et al.  Fast Retraining of Artificial Neural Networks , 2003, RSFDGrC.

[8]  T. Senjyu,et al.  Notice of Violation of IEEE Publication PrinciplesA Hybrid ARIMA and Neural Network Model for Short-Term Price Forecasting in Deregulated Market , 2010, IEEE Transactions on Power Systems.

[9]  S. I. V. Sousa,et al.  Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations , 2007, Environ. Model. Softw..

[10]  J. W. Taylor,et al.  Short-Term Load Forecasting With Exponentially Weighted Methods , 2012, IEEE Transactions on Power Systems.

[11]  F. L. Lewis,et al.  Neural-network predictive control for nonlinear dynamic systems with time-delay , 2003, IEEE Trans. Neural Networks.

[12]  Bogdan Gabrys,et al.  A Generic Multilevel Architecture for Time Series Prediction , 2011, IEEE Transactions on Knowledge and Data Engineering.

[13]  Carlos E. Pedreira,et al.  Neural networks for short-term load forecasting: a review and evaluation , 2001 .

[14]  I. Jolliffe Principal Component Analysis , 2002 .

[15]  Xin Yao,et al.  Short-term load forecasting with neural network ensembles: A comparative study , 2011 .

[16]  Ali Reza Seifi,et al.  Study of Forecasting Renewable Energies in Smart Grids Using Linear predictive filters and Neural Networks , 2011 .

[17]  Shyh-Jier Huang,et al.  Short-term load forecasting via ARMA model identification including non-Gaussian process considerations , 2003 .

[18]  Dumitru Iulian Nastac,et al.  Neuro-Adaptive Model for Financial Forecasting , 2007 .

[19]  Kurt Hornik,et al.  Multilayer feedforward networks are universal approximators , 1989, Neural Networks.

[20]  Vitor Hugo Ferreira,et al.  Input space to neural network based load forecasters , 2008 .

[21]  Yoh-Han Pao,et al.  Unsupervised/supervised learning concept for 24-hour load forecasting , 1993 .

[22]  Nima Amjady,et al.  Short-term hourly load forecasting using time-series modeling with peak load estimation capability , 2001 .

[23]  T. Funabashi,et al.  One-Hour-Ahead Load Forecasting Using Neural Networks , 2002 .

[24]  Adrian Costea,et al.  Assessing the predictive performance of artifIcial neural network-based classifiers based on different data preprocessing methods, distributions and training mechanisms: Research Articles , 2005 .

[25]  Saeid Nahavandi,et al.  Construction of Optimal Prediction Intervals for Load Forecasting Problems , 2010, IEEE Transactions on Power Systems.

[26]  Guoqiang Peter Zhang,et al.  Trend Time–Series Modeling and Forecasting With Neural Networks , 2008, IEEE Transactions on Neural Networks.

[27]  Alberto Gómez,et al.  Forecasting next-day price of electricity in the Spanish energy market using artificial neural networks , 2008, Eng. Appl. Artif. Intell..

[28]  Paul Dan Cristea,et al.  An ANN - PCA adaptive forecasting model , 2012, 2012 19th International Conference on Systems, Signals and Image Processing (IWSSIP).