-
1
-
-
42749089472
-
Machine learning based switching model for electricity load forecasting
-
S. Fan, L. Chen, and W.J. Lee Machine learning based switching model for electricity load forecasting Energy Convers Manage 49 2008 1331 1344
-
(2008)
Energy Convers Manage
, vol.49
, pp. 1331-1344
-
-
Fan, S.1
Chen, L.2
Lee, W.J.3
-
2
-
-
67349154089
-
Electric load forecasting methods: Tools for decision making
-
H. Heiko, M.N. Silja, and P. Stefan Electric load forecasting methods: tools for decision making Eur J Oper Res 199 2009 902 907
-
(2009)
Eur J Oper Res
, vol.199
, pp. 902-907
-
-
Heiko, H.1
Silja, M.N.2
Stefan, P.3
-
3
-
-
55349093262
-
An evaluation of methods for very short-term load forecasting using minute-by-minute British data
-
J.W. Taylor An evaluation of methods for very short-term load forecasting using minute-by-minute British data Int J Forecast 24 2008 645 658
-
(2008)
Int J Forecast
, vol.24
, pp. 645-658
-
-
Taylor, J.W.1
-
4
-
-
79960527815
-
Short-term load forecasting with neural network ensembles: A comparative study
-
M.D. Felice, and X. Yao Short-term load forecasting with neural network ensembles: a comparative study IEEE Comput Intell Mag 2011 47 56
-
(2011)
IEEE Comput Intell Mag
, pp. 47-56
-
-
Felice, M.D.1
Yao, X.2
-
5
-
-
84862026861
-
PREDICT - Decision support system for load forecasting and inference: A new undertaking for Brazilian power suppliers
-
Á.L. Santana, G.B. Conde, L.P. Rego, C.A. Rocha, D.L. Cardoso, and J.C.W. Costa PREDICT - decision support system for load forecasting and inference: a new undertaking for Brazilian power suppliers Electr Power Energy Syst 38 2012 33 45
-
(2012)
Electr Power Energy Syst
, vol.38
, pp. 33-45
-
-
Santana, Á.L.1
Conde, G.B.2
Rego, L.P.3
Rocha, C.A.4
Cardoso, D.L.5
Costa, J.C.W.6
-
6
-
-
49049096107
-
Mid-term load forecasting of power systems by a new prediction method
-
N. Amjady, and F. Keynia Mid-term load forecasting of power systems by a new prediction method Energy Convers Manage 49 2008 2678 2687
-
(2008)
Energy Convers Manage
, vol.49
, pp. 2678-2687
-
-
Amjady, N.1
Keynia, F.2
-
7
-
-
74249107853
-
Mid-term hourly electricity forecasting based on a multi-rate approach
-
D.J. Pedregal, and J.R. Trapero Mid-term hourly electricity forecasting based on a multi-rate approach Energy Convers Manage 51 2010 105 111
-
(2010)
Energy Convers Manage
, vol.51
, pp. 105-111
-
-
Pedregal, D.J.1
Trapero, J.R.2
-
8
-
-
44449103194
-
Annual electricity consumption forecasting by neural network in high energy consuming industrial sectors
-
A. Azadeh, S. Ghaderi, and S. Sohrabkhani Annual electricity consumption forecasting by neural network in high energy consuming industrial sectors Energy Convers Manage 49 2008 2272 2278
-
(2008)
Energy Convers Manage
, vol.49
, pp. 2272-2278
-
-
Azadeh, A.1
Ghaderi, S.2
Sohrabkhani, S.3
-
9
-
-
80054682036
-
A novel modeling approach for hourly forecasting of long-term electric energy demand
-
Ü.B. Filik, Ö.N. Gerek, and M. Kurban A novel modeling approach for hourly forecasting of long-term electric energy demand Energy Convers Manage 52 2011 199 211
-
(2011)
Energy Convers Manage
, vol.52
, pp. 199-211
-
-
Filik, Ü.B.1
Gerek, Ö.N.2
Kurban, M.3
-
10
-
-
72049112046
-
Estimation of electricity demand of Iran using two heuristic algorithms
-
M.H. Amjadi, H. Nezamabadi-pour, and M.M. Farsangi Estimation of electricity demand of Iran using two heuristic algorithms Energy Convers Manage 51 2010 493 497
-
(2010)
Energy Convers Manage
, vol.51
, pp. 493-497
-
-
Amjadi, M.H.1
Nezamabadi-Pour, H.2
Farsangi, M.M.3
-
11
-
-
84862001027
-
Dynamic factors in periodic time-varying regressions with an application to hourly electricity load modeling
-
V. Dordonnat, S.J. Koopman, and M. Ooms Dynamic factors in periodic time-varying regressions with an application to hourly electricity load modeling Comput Stat Data Anal 56 2012 3134 3152
-
(2012)
Comput Stat Data Anal
, vol.56
, pp. 3134-3152
-
-
Dordonnat, V.1
Koopman, S.J.2
Ooms, M.3
-
12
-
-
77956261937
-
Functional clustering and linear regression for peak load forecasting
-
A. Goia, C. May, and G. Fusai Functional clustering and linear regression for peak load forecasting Int J Forecast 26 2010 700 711
-
(2010)
Int J Forecast
, vol.26
, pp. 700-711
-
-
Goia, A.1
May, C.2
Fusai, G.3
-
13
-
-
78649328934
-
Annual electricity consumption analysis and forecasting of China based on few observations methods
-
M. Meng, and D. Niu Annual electricity consumption analysis and forecasting of China based on few observations methods Energy Convers Manage 52 2011 953 957
-
(2011)
Energy Convers Manage
, vol.52
, pp. 953-957
-
-
Meng, M.1
Niu, D.2
-
14
-
-
79959375525
-
Medium-term electric load forecasting using singular value decomposition
-
N. Abu-Shikhah, and F. Elkarmi Medium-term electric load forecasting using singular value decomposition Energy 36 2011 4259 4271
-
(2011)
Energy
, vol.36
, pp. 4259-4271
-
-
Abu-Shikhah, N.1
Elkarmi, F.2
-
15
-
-
76049086588
-
Electricity demand load forecasting of the Hellenic power system using an ARMA model
-
S.S. Pappas, L. Ekonomou, P. Karampelas, D.C. Karamousantas, and S.K. Katsikas Electricity demand load forecasting of the Hellenic power system using an ARMA model Electr Power Syst Res 80 2010 256 264
-
(2010)
Electr Power Syst Res
, vol.80
, pp. 256-264
-
-
Pappas, S.S.1
Ekonomou, L.2
Karampelas, P.3
Karamousantas, D.C.4
Katsikas, S.K.5
-
16
-
-
79151486166
-
Short-term load forecasting using lifting scheme and ARIMA models
-
C.M. Lee, and C.N. Ko Short-term load forecasting using lifting scheme and ARIMA models Expert Syst Appl 38 2011 5902 5911
-
(2011)
Expert Syst Appl
, vol.38
, pp. 5902-5911
-
-
Lee, C.M.1
Ko, C.N.2
-
17
-
-
47649131549
-
Electricity demand loads modeling using Auto Regressive Moving Average (ARMA) models
-
S.Sp. Pappas, L. Ekonomou, D.Ch. Karamousantas, G.E. Chatzarakis, S.K. Katsikas, and P. Liatsis Electricity demand loads modeling using Auto Regressive Moving Average (ARMA) models Energy 33 2008 1353 1360
-
(2008)
Energy
, vol.33
, pp. 1353-1360
-
-
Pappas, S.Sp.1
Ekonomou, L.2
Karamousantas, D.Ch.3
Chatzarakis, G.E.4
Katsikas, S.K.5
Liatsis, P.6
-
18
-
-
84859936954
-
China's primary energy demands in 2020: Predictions from an MPSO-RBF estimation model
-
S. Yu, Y.M. Wei, and K. Wang China's primary energy demands in 2020: predictions from an MPSO-RBF estimation model Energy Convers Manage 61 2012 59 66
-
(2012)
Energy Convers Manage
, vol.61
, pp. 59-66
-
-
Yu, S.1
Wei, Y.M.2
Wang, K.3
-
19
-
-
56349138129
-
Prediction of energy demands using neural network with model identification by global optimization
-
R. Yokoyama, T. Wakui, and R. Satake Prediction of energy demands using neural network with model identification by global optimization Energy Convers Manage 50 2009 319 327
-
(2009)
Energy Convers Manage
, vol.50
, pp. 319-327
-
-
Yokoyama, R.1
Wakui, T.2
Satake, R.3
-
20
-
-
84860742606
-
Assessing the relevance of load profiling information in electrical load forecasting based on neural network models
-
J.C. Sousa, L.P. Neves, and H.M. Jorge Assessing the relevance of load profiling information in electrical load forecasting based on neural network models Electr Power Energy Syst 40 2012 85 93
-
(2012)
Electr Power Energy Syst
, vol.40
, pp. 85-93
-
-
Sousa, J.C.1
Neves, L.P.2
Jorge, H.M.3
-
22
-
-
44449103194
-
Annual electricity consumption forecasting by neural network in high energy consuming industrial sectors
-
A. Azadeh, S.F. Ghaderi, and S. Sohrabkhani Annual electricity consumption forecasting by neural network in high energy consuming industrial sectors Energy Convers Manage 49 2008 2272 2278
-
(2008)
Energy Convers Manage
, vol.49
, pp. 2272-2278
-
-
Azadeh, A.1
Ghaderi, S.F.2
Sohrabkhani, S.3
-
23
-
-
77957550483
-
Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach
-
P.C. Chang, C.Y. Fan, and J.J. Lin Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach Int J Electr Power Energy Syst 33 2011 17 27
-
(2011)
Int J Electr Power Energy Syst
, vol.33
, pp. 17-27
-
-
Chang, P.C.1
Fan, C.Y.2
Lin, J.J.3
-
24
-
-
36348985409
-
Using adaptive network based fuzzy inference system to forecast regional electricity loads
-
L.C. Ying, and M.C. Pan Using adaptive network based fuzzy inference system to forecast regional electricity loads Energy Convers Manage 49 2008 205 211
-
(2008)
Energy Convers Manage
, vol.49
, pp. 205-211
-
-
Ying, L.C.1
Pan, M.C.2
-
25
-
-
77957831527
-
An improved WM method based on PSO for electric load forecasting
-
X. Yang, J. Yuan, J. Yuan, and H. Mao An improved WM method based on PSO for electric load forecasting Expert Syst Appl 37 2010 8036 8041
-
(2010)
Expert Syst Appl
, vol.37
, pp. 8036-8041
-
-
Yang, X.1
Yuan, J.2
Yuan, J.3
Mao, H.4
-
26
-
-
57449087638
-
Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm
-
N. Amjady, and F. Keynia Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm Energy 34 2009 46 57
-
(2009)
Energy
, vol.34
, pp. 46-57
-
-
Amjady, N.1
Keynia, F.2
-
27
-
-
84856285262
-
Energy demand forecasting in Iranian metal industry using linear and nonlinear models based on evolutionary algorithms
-
M. Piltan, H. Shiri, and S.F. Ghaderi Energy demand forecasting in Iranian metal industry using linear and nonlinear models based on evolutionary algorithms Energy Convers Manage 58 2012 1 9
-
(2012)
Energy Convers Manage
, vol.58
, pp. 1-9
-
-
Piltan, M.1
Shiri, H.2
Ghaderi, S.F.3
-
28
-
-
84857652058
-
Short-term load forecasting of power systems by gene expression programming
-
S.S. Sadat Hosseini, and A.H. Gandomi Short-term load forecasting of power systems by gene expression programming Neural Comput Appl 21 2012 377 389
-
(2012)
Neural Comput Appl
, vol.21
, pp. 377-389
-
-
Sadat Hosseini, S.S.1
Gandomi, A.H.2
-
29
-
-
80054755388
-
Forecasting energy consumption using a grey model improved by incorporating genetic programming
-
Y.S. Lee, and L.I. Tong Forecasting energy consumption using a grey model improved by incorporating genetic programming Energy Convers Manage 52 2011 147 152
-
(2011)
Energy Convers Manage
, vol.52
, pp. 147-152
-
-
Lee, Y.S.1
Tong, L.I.2
-
30
-
-
0000542956
-
Neural-network-based fuzzy model and its application to transient stability prediction in power systems
-
M.C. Su, C.W. Liu, and S.S. Tsay Neural-network-based fuzzy model and its application to transient stability prediction in power systems IEEE Trans Syst Man Cybern - Part C: Appl Rev 29 1999 149 157
-
(1999)
IEEE Trans Syst Man Cybern - Part C: Appl Rev
, vol.29
, pp. 149-157
-
-
Su, M.C.1
Liu, C.W.2
Tsay, S.S.3
-
31
-
-
33750988786
-
Short term electric load forecasting: A tutorial
-
K. Chen, L. Wang, Springer USA
-
E. Kyriakides, and M. Polycarpou Short term electric load forecasting: a tutorial K. Chen, L. Wang, Trends in neural computation, studies in computational intelligence 2007 Springer USA 391 418
-
(2007)
Trends in Neural Computation, Studies in Computational Intelligence
, pp. 391-418
-
-
Kyriakides, E.1
Polycarpou, M.2
-
32
-
-
33749521389
-
Load forecasting
-
J.H. Chow, F.F. Wu, J.J. Momoh, Springer USA
-
E.A. Feinberg, and D. Genethliou Load forecasting J.H. Chow, F.F. Wu, J.J. Momoh, Applied mathematics for restructured electric power system: optimization, control and computational intelligence, power electronics and power systems 2005 Springer USA 269 285
-
(2005)
Applied Mathematics for Restructured Electric Power System: Optimization, Control and Computational Intelligence, Power Electronics and Power Systems
, pp. 269-285
-
-
Feinberg, E.A.1
Genethliou, D.2
-
34
-
-
58349084263
-
A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression
-
C.H. Wu, G.H. Tzeng, and R.H. Lin A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression Expert Syst Appl 36 2009 4725 4735
-
(2009)
Expert Syst Appl
, vol.36
, pp. 4725-4735
-
-
Wu, C.H.1
Tzeng, G.H.2
Lin, R.H.3
-
35
-
-
84862777006
-
An annual load forecasting model based on support vector regression with differential evolution algorithm
-
J. Wang, L. Li, D. Niu, and Z. Tan An annual load forecasting model based on support vector regression with differential evolution algorithm Appl Energy 94 2012 65 70
-
(2012)
Appl Energy
, vol.94
, pp. 65-70
-
-
Wang, J.1
Li, L.2
Niu, D.3
Tan, Z.4
-
36
-
-
77958467490
-
Application of chaotic ant swarm optimization in electric load forecasting
-
W.C. Hong Application of chaotic ant swarm optimization in electric load forecasting Energy Policy 38 2010 5830 5839
-
(2010)
Energy Policy
, vol.38
, pp. 5830-5839
-
-
Hong, W.C.1
-
37
-
-
55749112476
-
A chaotic particle swarm optimization in a support vector regression electric load forecasting model
-
W.C. Hong A chaotic particle swarm optimization in a support vector regression electric load forecasting model Energy Convers Manage 50 2009 105 117
-
(2009)
Energy Convers Manage
, vol.50
, pp. 105-117
-
-
Hong, W.C.1
-
38
-
-
70449525203
-
Power load forecasting using support vector machine and ant colony optimization
-
D. Niu, Y. Wang, and D.D. Wu Power load forecasting using support vector machine and ant colony optimization Expert Syst Appl 37 2010 2531 2539
-
(2010)
Expert Syst Appl
, vol.37
, pp. 2531-2539
-
-
Niu, D.1
Wang, Y.2
Wu, D.D.3
-
40
-
-
9244240793
-
Load forecasting using support vector machines: A study on EUNITE competition
-
B.J. Chen, M.W. Chang, and C.J. Lin Load forecasting using support vector machines: a study on EUNITE competition IEEE Trans Power Syst 19 2004 2001 1821 1830
-
(2001)
IEEE Trans Power Syst
, vol.19
, Issue.2004
, pp. 1821-1830
-
-
Chen, B.J.1
Chang, M.W.2
Lin, C.J.3
-
41
-
-
81155159719
-
A computational intelligence scheme for the prediction of the daily peak load
-
J. Nagi, K.S. Yap, F. Nagi, S.K. Tiong, and S.K. Ahmed A computational intelligence scheme for the prediction of the daily peak load Appl Soft Comput 11 2011 4773 4788
-
(2011)
Appl Soft Comput
, vol.11
, pp. 4773-4788
-
-
Nagi, J.1
Yap, K.S.2
Nagi, F.3
Tiong, S.K.4
Ahmed, S.K.5
-
42
-
-
84860841392
-
An adaptive fuzzy combination model based onself-organizing map and support vector regression for electric load forecasting
-
J. Che, J. Wang, and G. Wang An adaptive fuzzy combination model based onself-organizing map and support vector regression for electric load forecasting Energy 37 2012 657 664
-
(2012)
Energy
, vol.37
, pp. 657-664
-
-
Che, J.1
Wang, J.2
Wang, G.3
-
43
-
-
84870424043
-
-
Taiwan Stock Exchange Corporation
-
Taiwan Stock Exchange Corporation. Guidelines for computation of the TAIEX; 2012. < http://www.twse.com.tw/en/products/indices/tsec/taiex-2.php >.
-
(2012)
Guidelines for Computation of the TAIEX
-
-
-
44
-
-
80052749319
-
Electricity consumption and economic growth nexus in Bangladesh: Revisited evidences
-
M.G. Ahamad, and A.K.M. Nazrul Islam Electricity consumption and economic growth nexus in Bangladesh: revisited evidences Energy Policy 39 2011 6145 6150
-
(2011)
Energy Policy
, vol.39
, pp. 6145-6150
-
-
Ahamad, M.G.1
Nazrul Islam, A.K.M.2
-
45
-
-
78149297754
-
Day-trading with candlesticks and moving averages
-
S.W. Bigalow, and D. Elliot Day-trading with candlesticks and moving averages Futures 2004 40 42
-
(2004)
Futures
, pp. 40-42
-
-
Bigalow, S.W.1
Elliot, D.2
-
46
-
-
0010537265
-
The profitability of moving average trading rules in South Asian stock markets
-
A. Gunasekarage, and D.M. Power The profitability of moving average trading rules in South Asian stock markets Emerg Markets Rev 2 2001 17 33
-
(2001)
Emerg Markets Rev
, vol.2
, pp. 17-33
-
-
Gunasekarage, A.1
Power, D.M.2
-
47
-
-
33644597869
-
The profitability of the simple moving averages and trading range breakout in the Asian stock markets
-
M.M. Lai, and S.H. Lau The profitability of the simple moving averages and trading range breakout in the Asian stock markets J Asia Econ 17 2006 144 170
-
(2006)
J Asia Econ
, vol.17
, pp. 144-170
-
-
Lai, M.M.1
Lau, S.H.2
-
49
-
-
84870410560
-
An empirical study on the moving average theory: An investment simulation in Taiwan stock market
-
C.C. Lou, and P.C. Ho An empirical study on the moving average theory: an investment simulation in Taiwan stock market YuDa Univ Inst Reposit 5 2003 44 46
-
(2003)
YuDa Univ Inst Reposit
, vol.5
, pp. 44-46
-
-
Lou, C.C.1
Ho, P.C.2
|