-
2
-
-
0032679059
-
Forecasting energy prices in a competitive market
-
Bastian, J.; Zhu, J.; Banunarayanan, V.; Mukerji, R. Forecasting energy prices in a competitive market. Comp. App. Power 1999, 12, 40-45.
-
(1999)
Comp. App. Power
, vol.12
, pp. 40-45
-
-
Bastian, J.1
Zhu, J.2
Banunarayanan, V.3
Mukerji, R.4
-
3
-
-
84870758492
-
Optimal bidding strategies for wind power producers in the day-ahead electricity market
-
Zhang, H.; Gao, F.; Wu, J.; Liu, K.; Liu, X. Optimal bidding strategies for wind power producers in the day-ahead electricity market. Energies 2012, 5, 4804-4823.
-
(2012)
Energies
, vol.5
, pp. 4804-4823
-
-
Zhang, H.1
Gao, F.2
Wu, J.3
Liu, K.4
Liu, X.5
-
4
-
-
84880923235
-
Power spot price models with negative prices
-
Schneider, S. Power spot price models with negative prices. J. Energy Mark. 2012, 4, 77-102.
-
(2012)
J. Energy Mark.
, vol.4
, pp. 77-102
-
-
Schneider, S.1
-
5
-
-
0042526149
-
ARIMA models to predict next-day electricity prices
-
Contreras, J.; Espínola, R.; Nogales, F.J.; Conejo, A.J. ARIMA models to predict next-day electricity prices. IEEE Trans. Power Syst. 2003, 18, 1014-1020.
-
(2003)
IEEE Trans. Power Syst.
, vol.18
, pp. 1014-1020
-
-
Contreras, J.1
Espínola, R.2
Nogales, F.J.3
Conejo, A.J.4
-
6
-
-
77953594909
-
A new recursive neural network algorithm to forecast electricity price for PJM day-ahead market
-
Mandal, P.; Srivastava, A.K.; Senjyu, T.; Negnevitsky, M. A new recursive neural network algorithm to forecast electricity price for PJM day-ahead market. Int. J. Energy Res. 2010, 34, 507-522.
-
(2010)
Int. J. Energy Res.
, vol.34
, pp. 507-522
-
-
Mandal, P.1
Srivastava, A.K.2
Senjyu, T.3
Negnevitsky, M.4
-
7
-
-
84870728128
-
Day-ahead electricity price forecasting using a hybrid principal component analysis network
-
Hong, Y.; Wu, C.-P. Day-ahead electricity price forecasting using a hybrid principal component analysis network. Energies 2012, 5, 4711-4725.
-
(2012)
Energies
, vol.5
, pp. 4711-4725
-
-
Hong, Y.1
Wu, C.-P.2
-
8
-
-
34648837104
-
Artificial intelligence solution to electricity price forecasting problem
-
Georgilakis, P.S. Artificial intelligence solution to electricity price forecasting problem. Appl. Artif. Intell. 2007, 21, 707-727.
-
(2007)
Appl. Artif. Intell.
, vol.21
, pp. 707-727
-
-
Georgilakis, P.S.1
-
9
-
-
33745842927
-
Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks
-
Heraklion, Greece, 18-20 May 2006
-
Georgilakis, P.S. Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks. In Proceedings of the fourth Helenic Conference on Artificial Intelligence, Heraklion, Greece, 18-20 May 2006; pp. 56-66.
-
Proceedings of the fourth Helenic Conference on Artificial Intelligence,
, pp. 56-66
-
-
Georgilakis, P.S.1
-
10
-
-
77954834795
-
A hybrid model for day-ahead price forecasting
-
Wu, L.; Shahidehpour, M. A hybrid model for day-ahead price forecasting. IEEE Trans. Power Syst. 2010, 25, 1519-1530.
-
(2010)
IEEE Trans. Power Syst.
, vol.25
, pp. 1519-1530
-
-
Wu, L.1
Shahidehpour, M.2
-
11
-
-
79251619057
-
Price forecasting of day-ahead electricity markets using a hybrid forecast method
-
Shafie-khah, M.; Moghaddam, M.P.; Sheikh-El-Eslami, M.K. Price forecasting of day-ahead electricity markets using a hybrid forecast method. Energy Convers. Manag. 2011, 52, 2165-2169.
-
(2011)
Energy Convers. Manag.
, vol.52
, pp. 2165-2169
-
-
Shafie-khah, M.1
Moghaddam, M.P.2
Sheikh-El-Eslami, M.K.3
-
12
-
-
2942701936
-
Adaptive short-term electricity price forecasting using artificial neural networks in the restructured power markets
-
Yamin, H.Y.; Shahidehpour, S.M.; Li, Z. Adaptive short-term electricity price forecasting using artificial neural networks in the restructured power markets. Electr. Power Energy Syst. 2004, 26, 571-581.
-
(2004)
Electr. Power Energy Syst.
, vol.26
, pp. 571-581
-
-
Yamin, H.Y.1
Shahidehpour, S.M.2
Li, Z.3
-
14
-
-
84862177934
-
Comparison of extended mean-reversion and time series models for electricity spot price simulation considering negative prices
-
Keles, D.; Genoese, M.; Most, D.; Fichtner, W. Comparison of extended mean-reversion and time series models for electricity spot price simulation considering negative prices. Energy Econ. 2012, 34, 1012-1032.
-
(2012)
Energy Econ
, vol.34
, pp. 1012-1032
-
-
Keles, D.1
Genoese, M.2
Most, D.3
Fichtner, W.4
-
15
-
-
37849050263
-
Modelling spikes in electricity prices
-
Becker, R.; Hurn, S.; Pavlov, V. Modelling spikes in electricity prices. Econ. Rec. 2007, 83, 371-382.
-
(2007)
Econ. Rec.
, vol.83
, pp. 371-382
-
-
Becker, R.1
Hurn, S.2
Pavlov, V.3
-
16
-
-
9944255132
-
Electricity market price spike forecast with data mining techniques
-
Lu, X.; Dong, Z.Y.; Li, X. Electricity market price spike forecast with data mining techniques. Electr. Power Syst. Res. 2005, 73, 19-29.
-
(2005)
Electr. Power Syst. Res.
, vol.73
, pp. 19-29
-
-
Lu, X.1
Dong, Z.Y.2
Li, X.3
-
17
-
-
33947308438
-
A framework for electricity price spike analysis with advanced data mining methods
-
Zhao, J.H.; Dong, Z.Y.; Li, X.; Wong, K.P. A framework for electricity price spike analysis with advanced data mining methods. IEEE Trans. Power Syst. 2007, 22, 376-385.
-
(2007)
IEEE Trans. Power Syst.
, vol.22
, pp. 376-385
-
-
Zhao, J.H.1
Dong, Z.Y.2
Li, X.3
Wong, K.P.4
-
18
-
-
34250359493
-
Electricity market price spike forecasting and decision making
-
Zhao, J.H.; Dong, Z.Y.; Li, X. Electricity market price spike forecasting and decision making. IET Gener. Transm. Distrib. 2007, 1, 647-654.
-
(2007)
IET Gener. Transm. Distrib.
, vol.1
, pp. 647-654
-
-
Zhao, J.H.1
Dong, Z.Y.2
Li, X.3
-
19
-
-
75849142060
-
Electricity market price spike analysis by a hybrid data model and feature selection technique
-
Amjady, N.; Keynia, F. Electricity market price spike analysis by a hybrid data model and feature selection technique. Electr. Power Syst. Res. 2010, 80, 318-327.
-
(2010)
Electr. Power Syst. Res.
, vol.80
, pp. 318-327
-
-
Amjady, N.1
Keynia, F.2
-
20
-
-
28244487222
-
Multimarket optimal bid-ding for a power producer
-
Plazas, M.A.; Conejo, A.J.; Prieto, F.J. Multimarket optimal bid-ding for a power producer. IEEE Trans. Power Syst. 2005, 20, 2041-2050.
-
(2005)
IEEE Trans. Power Syst.
, vol.20
, pp. 2041-2050
-
-
Plazas, M.A.1
Conejo, A.J.2
Prieto, F.J.3
-
21
-
-
34248589607
-
A stochastic programming approach to electric energy procurement for large consumers
-
Carrion, M.; Philpott, A.B.; Conejo, A.J.; Arroyo, J.M. A stochastic programming approach to electric energy procurement for large consumers. IEEE Trans. Power Syst. 2007, 22, 744-754.
-
(2007)
IEEE Trans. Power Syst.
, vol.22
, pp. 744-754
-
-
Carrion, M.1
Philpott, A.B.2
Conejo, A.J.3
Arroyo, J.M.4
-
22
-
-
80052266825
-
A new memetic algorithm approach for the price based unit commitment problem
-
Dimitroulas, D.K.; Georgilakis, P.S. A new memetic algorithm approach for the price based unit commitment problem. Appl. Energy 2011, 88, 4687-4699.
-
(2011)
Appl. Energy
, vol.88
, pp. 4687-4699
-
-
Dimitroulas, D.K.1
Georgilakis, P.S.2
-
23
-
-
55549089651
-
Non-linear models: Where do we go next-Time varying parameter models? Stud
-
doi:10.2202/1558-3708.1639
-
Granger, C.W.J. Non-linear models: Where do we go next-Time varying parameter models? Stud. Nonlinear Dyn. Econom. 2008, 12, doi:10.2202/1558-3708.1639.
-
(2008)
Nonlinear Dyn. Econom.
, vol.12
-
-
Granger, C.W.J.1
-
24
-
-
85029889265
-
-
doi:10.5772/21576, Olkkonen, H., Ed., InTech: Rijeka, Croatia
-
Cervigón, R. In Biomedical Applications of the Discrete Wavelet Transform, Discrete Wavelet Transforms-Biomedical Applications; Olkkonen, H., Ed., InTech: Rijeka, Croatia, 2011; pp. 1-16, doi:10.5772/21576.
-
(2011)
Biomedical Applications of the Discrete Wavelet Transform, Discrete Wavelet Transforms-Biomedical Applications
, pp. 1-16
-
-
Cervigón, R.1
-
25
-
-
0030269420
-
Exploring the power of wavelet analysis
-
Galli, A.W.; Heydt, G.T.; Ribeiro, P.F. Exploring the power of wavelet analysis. IEEE Comput. Appl. Power 1996, 9, 37-41.
-
(1996)
IEEE Comput. Appl. Power
, vol.9
, pp. 37-41
-
-
Galli, A.W.1
Heydt, G.T.2
Ribeiro, P.F.3
-
26
-
-
18944389569
-
Day-ahead electricity price forecasting using the wavelet transform and ARIMA models
-
Conejo, A.J.; Plazas, M.A.; Espinola, R.; Molina, A.B. Day-ahead electricity price forecasting using the wavelet transform and ARIMA models. IEEE Trans. Power Syst. 2005, 20, 1035-1042.
-
(2005)
IEEE Trans. Power Syst.
, vol.20
, pp. 1035-1042
-
-
Conejo, A.J.1
Plazas, M.A.2
Espinola, R.3
Molina, A.B.4
-
27
-
-
0024700097
-
A theory for multiresolution signal decomposition-the wavelet representation
-
Mallat, S.G. A theory for multiresolution signal decomposition-the wavelet representation. IEEE Trans. Pattern Anal. Mach. Intell. 1989, 11, 674-693.
-
(1989)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.11
, pp. 674-693
-
-
Mallat, S.G.1
-
28
-
-
77955173218
-
Day-ahead electricity price forecasting using wavelet transform combined with ARIMA and GARCH models
-
Tan, Z.; Zhang, J.; Wang, J.; Xu, J. Day-ahead electricity price forecasting using wavelet transform combined with ARIMA and GARCH models. Appl. Energy 2010, 87, 3606-3610.
-
(2010)
Appl. Energy
, vol.87
, pp. 3606-3610
-
-
Tan, Z.1
Zhang, J.2
Wang, J.3
Xu, J.4
-
29
-
-
0004311217
-
-
Holden-Day: San Francisco, CA, USA
-
Box, G.E.P.; Jenkins, G.M. Time Series Analysis. Forecasting and Control; Holden-Day: San Francisco, CA, USA, 1970; pp. 51-60.
-
(1970)
Time Series Analysis. Forecasting and Control
, pp. 51-60
-
-
Box, G.E.P.1
Jenkins, G.M.2
-
30
-
-
0003485656
-
-
Springer: New York, NY, USA
-
Brockwell, P.J.; Davis, R.A. Introduction to Time Series and Forecasting; Springer: New York, NY, USA, 1996; pp. 180-185.
-
(1996)
Introduction to Time Series and Forecasting
, pp. 180-185
-
-
Brockwell, P.J.1
Davis, R.A.2
-
31
-
-
34249299065
-
Short-term electricity prices forecasting in a competitive market: A neural network approach
-
Catalão, J.P.S.; Mariano, S.J.P.S.; Mendes, V.M.F.; Ferreira, L.A.F.M. Short-term electricity prices forecasting in a competitive market: A neural network approach. Electr. Power Syst. Res. 2007, 77, 1297-1304.
-
(2007)
Electr. Power Syst. Res.
, vol.77
, pp. 1297-1304
-
-
Catalão, J.P.S.1
Mariano, S.J.P.S.2
Mendes, V.M.F.3
Ferreira, L.A.F.M.4
-
33
-
-
0032021555
-
On combining classifiers
-
Kittler, J.; Hatef, M.; Duin, R.P.; Matas, J.G. On combining classifiers. IEEE Trans. Patt. Anal. Mach. Int. 1998, 20, 226-239.
-
(1998)
IEEE Trans. Patt. Anal. Mach. Int.
, vol.20
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.P.3
Matas, J.G.4
-
34
-
-
69949086026
-
Comparisons of machine learning methods for electricity regional reference price forecasting
-
Meng, K.; Dong, Z.; Wang, H.; Wang, Y. Comparisons of machine learning methods for electricity regional reference price forecasting. Lect. Notes Comp. Sci. 2009, 5551, 827-835.
-
(2009)
Lect. Notes Comp. Sci.
, vol.5551
, pp. 827-835
-
-
Meng, K.1
Dong, Z.2
Wang, H.3
Wang, Y.4
-
35
-
-
84861865242
-
Data mining for electricity price classification and the application to demand-side management
-
Huang, D.; Zareipour, H.; Rosehart, W.D.; Amjady, N. Data mining for electricity price classification and the application to demand-side management. IEEE Trans. Smart Grid 2012, 3, 808-817.
-
(2012)
IEEE Trans. Smart Grid
, vol.3
, pp. 808-817
-
-
Huang, D.1
Zareipour, H.2
Rosehart, W.D.3
Amjady, N.4
-
37
-
-
0001224048
-
Sparse Bayesian learning and the relevance vector machine
-
Tipping, M.E. Sparse Bayesian learning and the relevance vector machine. J. Mach. Learn. Res. 2001, 1, 211-244.
-
(2001)
J. Mach. Learn. Res.
, vol.1
, pp. 211-244
-
-
Tipping, M.E.1
-
38
-
-
84894465684
-
Random forests and decision trees
-
Ali, J.; Khan, R.; Ahmad, N.; Maqsood, I. Random forests and decision trees. IJCSI Int. J. Compt. Sci. Issues 2012, 9, 272-278.
-
(2012)
IJCSI Int. J. Compt. Sci. Issues
, vol.9
, pp. 272-278
-
-
Ali, J.1
Khan, R.2
Ahmad, N.3
Maqsood, I.4
-
39
-
-
0041992571
-
-
Stern School of Business: New York, NY, USA
-
Provost, F.; Domingos, P. Well-Trained PETs: Improving Probability Estimation Trees; Stern School of Business: New York, NY, USA, 2000; pp. 1-26.
-
(2000)
Well-Trained PETs: Improving Probability Estimation Trees
, pp. 1-26
-
-
Provost, F.1
Domingos, P.2
-
40
-
-
0003922190
-
-
Wiley-Interscience: New York, NY, USA
-
Duda, R.O.; Hart, P.E.; Stork, D.G. Pattern Classification; Wiley-Interscience: New York, NY, USA, 2001; pp. 164-166.
-
(2001)
Pattern Classification
, pp. 164-166
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
41
-
-
0024123401
-
Probabilistic Neural Networks for Classification Mapping, or Associative Memory
-
San Diego, CA, USA, 24-27 July 1988
-
Specht, D.F. Probabilistic Neural Networks for Classification Mapping, or Associative Memory. In Proceedings of the IEEE International Conference on Neural Networks, San Diego, CA, USA, 24-27 July 1988; pp. 525-532.
-
Proceedings of the IEEE International Conference on Neural Networks,
, pp. 525-532
-
-
Specht, D.F.1
-
42
-
-
34548052040
-
Electricity market price forecasting based on weighted nearest neighbors techniques
-
Lora, A.; Santos, J.; Exposito, A.; Ramos, J.; Santos, J. Electricity market price forecasting based on weighted nearest neighbors techniques. IEEE Trans. Power Syst. 2007, 22, 1294-1301.
-
(2007)
IEEE Trans. Power Syst.
, vol.22
, pp. 1294-1301
-
-
Lora, A.1
Santos, J.2
Exposito, A.3
Ramos, J.4
Santos, J.5
-
43
-
-
53149088171
-
Day ahead price forecasting of electricity markets by a mixed data model and hybrid forecast method
-
Amjady, N.; Keynia, F. Day ahead price forecasting of electricity markets by a mixed data model and hybrid forecast method. Int. J. Electr. Power Energy Syst. 2008, 30, 533-546.
-
(2008)
Int. J. Electr. Power Energy Syst.
, vol.30
, pp. 533-546
-
-
Amjady, N.1
Keynia, F.2
-
44
-
-
0036577622
-
Forecasting next-day electricity prices by time series models
-
Nogales, F.J.; Contreras, J.; Conejo, A.J.; Espinola, R. Forecasting next-day electricity prices by time series models. IEEE Trans. Power Syst. 2002, 17, 342-348.
-
(2002)
IEEE Trans. Power Syst.
, vol.17
, pp. 342-348
-
-
Nogales, F.J.1
Contreras, J.2
Conejo, A.J.3
Espinola, R.4
-
45
-
-
60149084412
-
Day-ahead price forecasting of electricity markets by mutual information technique and cascaded neuro-evolutionary algorithm
-
Amjady, N.; Keynia, F. Day-ahead price forecasting of electricity markets by mutual information technique and cascaded neuro-evolutionary algorithm. Trans. Power Syst. 2009, 24, 306-318.
-
(2009)
Trans. Power Syst.
, vol.24
, pp. 306-318
-
-
Amjady, N.1
Keynia, F.2
-
47
-
-
29744463867
-
Pricing in electricity markets: A mean reverting jump diffusion model with seasonality
-
Cartea, A.; Figueroa, M. Pricing in electricity markets: A mean reverting jump diffusion model with seasonality. Appl. Math. Financ. 2005, 12, 313-335.
-
(2005)
Appl. Math. Financ.
, vol.12
, pp. 313-335
-
-
Cartea, A.1
Figueroa, M.2
-
48
-
-
42749087480
-
Day-ahead price forecasting in restructured power systems using artificial neural networks
-
Vahidinasab, V.; Jadid, S.; Kazemi, A. Day-ahead price forecasting in restructured power systems using artificial neural networks. Electr. Power Syst. Res. 2008, 78, 1332-1342.
-
(2008)
Electr. Power Syst. Res.
, vol.78
, pp. 1332-1342
-
-
Vahidinasab, V.1
Jadid, S.2
Kazemi, A.3
-
49
-
-
65849470193
-
Mixed price and load forecasting of electricity markets by a new iterative prediction method
-
Amjady, N.; Daraeepour, A. Mixed price and load forecasting of electricity markets by a new iterative prediction method. Electr. Power Syst. Res. 2009, 79, 1329-1336.
-
(2009)
Electr. Power Syst. Res.
, vol.79
, pp. 1329-1336
-
-
Amjady, N.1
Daraeepour, A.2
-
50
-
-
31744444183
-
A comparison of univariate methods for forecasting electricity demand up to a day ahead
-
Taylor, J.W.; de Menezes, L.M.; McSharry, P.E. A comparison of univariate methods for forecasting electricity demand up to a day ahead. Int. J. Forecast. 2006, 22, 1-16.
-
(2006)
Int. J. Forecast.
, vol.22
, pp. 1-16
-
-
Taylor, J.W.1
de Menezes, L.M.2
McSharry, P.E.3
|