Neural networks for short-term load forecasting: a review and evaluation

Institute of Electrical and Electronics Engineers (IEEE) - Tập 16 Số 1 - Trang 44-55 - 2001
Henrique S. Hippert1, Carlos Eduardo Pedreira2, Reinaldo Castro Souza2
1Department of Statistics, Universidade Federal de Juiz de Fora, Brazil
2Department of Electrical Engineering, Pontificia Universidade Catolica do Rio de Janeiro, Brazil

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10.1109/59.260833

10.1109/59.486124

10.1109/59.260877

10.1109/59.141711

10.1109/59.630486

10.1109/72.248452

10.1109/59.99372

10.1016/S0169-2070(97)00015-0

10.1109/72.548183

10.1016/0169-2070(94)90045-0

10.1002/(SICI)1099-131X(199909)18:5<299::AID-FOR725>3.0.CO;2-T

refenes, 1999, Principles of Neural Model Identification Selection and Adequacy&#x2014 with Applications to Financial Econometrics

10.1016/0169-2070(94)90044-2

10.1016/0169-2070(92)90009-X

10.1109/59.317646

10.1002/for.3980110306

haykin, 1999, Neural Networks&#x2014 A Comprehensive Foundation

10.2307/2291261

10.1109/59.331433

10.1109/TPWRS.1987.4335210

10.1109/59.221222

10.1109/59.41700

mcmenamin, 1998, short-term energy forecasting with neural networks, Energy J, 19, 43, 10.5547/ISSN0195-6574-EJ-Vol19-No4-2

10.1109/59.736244

10.1109/59.373948

10.1109/59.486118

10.1109/59.736298

10.1109/59.667372

10.1109/59.780894

10.1109/59.331456

10.1109/59.99410

10.1109/59.76685

10.1109/59.76685

10.1109/59.627852

10.1002/(SICI)1099-131X(1998090)17:5/6<481::AID-FOR709>3.3.CO;2-H

10.1002/(SICI)1099-131X(1998090)17:5/6<429::AID-FOR706>3.3.CO;2-8

10.1109/59.736281

czernichow, 1996, short term electrical load forecasting with artificial neural networks, Intelligent Systems Engineering, 2, 85

10.1109/59.589648

10.1016/S0169-2070(99)00045-X

10.1109/59.736296

10.1109/TNN.1997.595877

10.1109/59.736285

10.1109/59.466468

10.1109/72.661122

10.1109/59.496146

10.1109/59.761912

10.1109/59.486125

10.1109/59.651639

10.1142/S0129065795000093

10.1016/S0169-2070(97)00044-7

10.1109/72.238311

makridakis, 1998, Forecasting&#x2014 Methods and Applications

10.1109/59.221223

10.1109/59.496169

10.1109/59.141695

10.1109/59.544638

10.1109/59.466492

10.1109/59.627863

bunn, 1985, Comparative Models for Electrical Load Forecasting

10.1109/59.708572

10.1109/59.141697

10.1016/0169-2070(93)90043-M

chatfield, 1997, forecasting in the 1990's, Proc V Annual Conf of Portuguese Soc of Statistics, 57

10.1109/59.207323

10.1109/59.627838

10.1016/S0142-0615(96)00048-8

10.1109/59.627877

10.1109/59.544636

10.1049/ip-gtd:19970599

10.1109/59.780934

10.1002/(SICI)1099-131X(199611)15:6<437::AID-FOR634>3.0.CO;2-H

10.1049/ip-gtd:19941288

10.1109/72.471372

10.1002/(SICI)1099-131X(199905)18:3<215::AID-FOR719>3.3.CO;2-2

weigend, 1994, prediction with confidence intervals (local error bars), Proc Int Conf Neural Info Processing (ICONIP 94), 847

10.1016/0169-2070(92)90008-W

10.1016/S0893-6080(98)00117-8

10.1109/59.496166

10.1002/for.3980140106

10.1057/palgrave.jors.2600856

bishop, 1997, Neural Networks for Pattern Recognition

10.1109/59.651623

10.1109/59.466494

10.1109/72.595881

10.1109/72.838999

weigend, 1994, Time Series Prediction Forecasting the Future and Understanding the Past

10.1109/5.823996

10.1109/59.709108

10.1109/59.574927

10.1109/59.761903

jenkins, 1979, practical experiences with modeling and forecast, Time Series

10.1109/72.554187

10.1109/59.801894

10.1007/978-1-4471-0847-4

10.1049/ip-gtd:19971144