-
1
-
-
79551561834
-
Models for obtaining daily global solar radiation with measured air temperature data in Madrid (Spain)
-
Almorox, J., Hontoria, C., and Benito, M., " Models for obtaining daily global solar radiation with measured air temperature data in Madrid (Spain)," Appl. Energy 88 (5), 1703-1709 (2011). 10.1016/j.apenergy.2010.11.003
-
(2011)
Appl. Energy
, vol.88
, Issue.5
, pp. 1703-1709
-
-
Almorox, J.1
Hontoria, C.2
Benito, M.3
-
2
-
-
84944484637
-
Solar and terrestrial radiation. Report to the international commission for solar research on actinometric investigations of solar and atmospheric radiation
-
Angstrom, A., " Solar and terrestrial radiation. Report to the international commission for solar research on actinometric investigations of solar and atmospheric radiation," Q. J. R. Meteorol. Soc. 50 (210), 121-126 (1924). 10.1002/qj.49705021008
-
(1924)
Q. J. R. Meteorol. Soc.
, vol.50
, Issue.210
, pp. 121-126
-
-
Angstrom, A.1
-
3
-
-
0036501983
-
Software for missing data error analysis of penman-monteith reference evapotranspiration
-
Annandale, J. G., Jovanovic, N. Z., Benade, N., and Allen, R. G., " Software for missing data error analysis of penman-monteith reference evapotranspiration," Irrig. Sci. 21 (2), 57-67 (2002). 10.1007/s002710100047
-
(2002)
Irrig. Sci.
, vol.21
, Issue.2
, pp. 57-67
-
-
Annandale, J.G.1
Jovanovic, N.Z.2
Benade, N.3
Allen, R.G.4
-
4
-
-
84901638250
-
Potential solar thermal integration in Spanish combined cycle gas turbines
-
Antonanzas, J., Jimenez, E., Blanco, J., and Antonanzas-Torres, F., " Potential solar thermal integration in Spanish combined cycle gas turbines," Renewable Sustainable Energy Rev. 37, 36-46 (2014). 10.1016/j.rser.2014.05.006
-
(2014)
Renewable Sustainable Energy Rev.
, vol.37
, pp. 36-46
-
-
Antonanzas, J.1
Jimenez, E.2
Blanco, J.3
Antonanzas-Torres, F.4
-
5
-
-
84873301971
-
Comparative assessment of global irradiation from a satellite estimate model (CM SAF) and on-ground measurements (SIAR): A Spanish case study
-
Antonanzas-Torres, F., Cañizares, F., and Perpiñan, O., " Comparative assessment of global irradiation from a satellite estimate model (CM SAF) and on-ground measurements (SIAR): A Spanish case study," Renewable Sustainable Energy Rev. 21, 248-261 (2013a). 10.1016/j.rser.2012.12.033
-
(2013)
Renewable Sustainable Energy Rev.
, vol.21
, pp. 248-261
-
-
Antonanzas-Torres, F.1
Cañizares, F.2
Perpiñan, O.3
-
6
-
-
84880172615
-
Evaluation and improvement of empirical models of global solar irradiation: Case study northern Spain
-
Antonanzas-Torres, F., Sanz-Garcia, A., Martinez-de-Pison-Ascacibar, F. J., and Perpiñan-Lamiguiero, O., " Evaluation and improvement of empirical models of global solar irradiation: Case study northern Spain," Renewable Energy 60, 604-614 (2013b). 10.1016/j.renene.2013.06.008
-
(2013)
Renewable Energy
, vol.60
, pp. 604-614
-
-
Antonanzas-Torres, F.1
Sanz-Garcia, A.2
Martinez-De-Pison-Ascacibar, F.J.3
Perpiñan-Lamiguiero, O.4
-
7
-
-
84910122628
-
Downscaling of global solar irradiation in complex areas in R
-
Antonanzas-Torres, F., Martinez-de-Pison, F. J., Antonanzas, J., and Perpinan, O., " Downscaling of global solar irradiation in complex areas in R," J. Renewable Sustainable Energy 6, 063105 (2014a). 10.1063/1.4901539
-
(2014)
J. Renewable Sustainable Energy
, vol.6
-
-
Antonanzas-Torres, F.1
Martinez-De-Pison, F.J.2
Antonanzas, J.3
Perpinan, O.4
-
8
-
-
84928659059
-
Current status and future trends of the evaluation of solar global irradiation using soft-computing-based models
-
(IGI Global, USA)
-
Antonanzas-Torres, F., Sanz-Garcia, A., Antonanzas-Torres, J., Perpiñan-Lamigueiro, O., and Martinez-de-Pison-Ascacibar, F. J., " Current status and future trends of the evaluation of solar global irradiation using soft-computing-based models," Soft Computing Applications for Renewable Energy and Energy Efficiency (IGI Global, USA, 2014b), pp. 1-21.
-
(2014)
Soft Computing Applications for Renewable Energy and Energy Efficiency
, pp. 1-21
-
-
Antonanzas-Torres, F.1
Sanz-Garcia, A.2
Antonanzas-Torres, J.3
Perpiñan-Lamigueiro, O.4
Martinez-De-Pison-Ascacibar, F.J.5
-
9
-
-
84903435830
-
Towards downscaling of aerosol gridded dataset for improving solar resource assessment. Application to Spain
-
Antonanzas-Torres, F., Sanz-García, A., Martínez-de-Pisón, F. J., Antonanzas, J., Perpiñán-Lamigueiro, O., and Polo, J., " Towards downscaling of aerosol gridded dataset for improving solar resource assessment. Application to Spain," Renewable Energy 71, 534-544 (2014c). 10.1016/j.renene.2014.06.010
-
(2014)
Renewable Energy
, vol.71
, pp. 534-544
-
-
Antonanzas-Torres, F.1
Sanz-García, A.2
Martínez-De-Pisón, F.J.3
Antonanzas, J.4
Perpiñán-Lamigueiro, O.5
Polo, J.6
-
10
-
-
84924732702
-
Generation of daily global solar irradiation with support vector machines for regression
-
Antonanzas-Torres, F., Urraca, R., Antonanzas, J., Fernandez-Ceniceros, J., and Martinez-de-Pison, F. J., " Generation of daily global solar irradiation with support vector machines for regression," Energy Convers. Manage. 96, 277-286 (2015). 10.1016/j.enconman.2015.02.086
-
(2015)
Energy Convers. Manage.
, vol.96
, pp. 277-286
-
-
Antonanzas-Torres, F.1
Urraca, R.2
Antonanzas, J.3
Fernandez-Ceniceros, J.4
Martinez-De-Pison, F.J.5
-
11
-
-
65649123894
-
ANN-based modelling and estimation of daily global solar radiation data: A case study
-
Benghanema, M., Mellit, A., and Alamri, S. N., " ANN-based modelling and estimation of daily global solar radiation data: A case study," Energy Convers. Manage. 50 (7), 1644-1655 (2009). 10.1016/j.enconman.2009.03.035
-
(2009)
Energy Convers. Manage.
, vol.50
, Issue.7
, pp. 1644-1655
-
-
Benghanema, M.1
Mellit, A.2
Alamri, S.N.3
-
13
-
-
48549111629
-
On the relationship between incoming solar radiation and daily maximum and minimum temperature
-
Bristow, K. L. and Campbell, G. S., " On the relationship between incoming solar radiation and daily maximum and minimum temperature," Agric. For. Meteorol. 31 (2), 159-166 (1984). 10.1016/0168-1923(84)90017-0
-
(1984)
Agric. For. Meteorol.
, vol.31
, Issue.2
, pp. 159-166
-
-
Bristow, K.L.1
Campbell, G.S.2
-
14
-
-
1642383044
-
Validation of five global radiation models with measured daily data in China
-
Chen, R., Ersi, K., Yang, J., Lu, S., and Zhao, W., " Validation of five global radiation models with measured daily data in China," Energy Convers. Manage. 45, 1759-1769 (2004). 10.1016/j.enconman.2003.09.019
-
(2004)
Energy Convers. Manage.
, vol.45
, pp. 1759-1769
-
-
Chen, R.1
Ersi, K.2
Yang, J.3
Lu, S.4
Zhao, W.5
-
15
-
-
84880713632
-
Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration
-
Chen, J.-L., Li, G.-S., and Wu, S.-J., " Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration," Energy Convers. Manage. 75, 311-318 (2013). 10.1016/j.enconman.2013.06.034
-
(2013)
Energy Convers. Manage.
, vol.75
, pp. 311-318
-
-
Chen, J.-L.1
Li, G.-S.2
Wu, S.-J.3
-
16
-
-
84908462116
-
Assessing the transferability of support vector machine model for estimation of global solar radiation from air temperature
-
Chen, J.-L., Li, G.-S., Xiao, B.-B., Wen, Z.-F., Lv, M.-Q., Chen, C.-D., Jiang, Y., Wang, X.-X., and Wu, S.-J., " Assessing the transferability of support vector machine model for estimation of global solar radiation from air temperature," Energy Convers. Manage. 89, 318-329 (2015). 10.1016/j.enconman.2014.10.004
-
(2015)
Energy Convers. Manage.
, vol.89
, pp. 318-329
-
-
Chen, J.-L.1
Li, G.-S.2
Xiao, B.-B.3
Wen, Z.-F.4
Lv, M.-Q.5
Chen, C.-D.6
Jiang, Y.7
Wang, X.-X.8
Wu, S.-J.9
-
17
-
-
84893681940
-
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI
-
Chyzkyk, D., Savio, A., and Graña, M., " Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI," Neurocomputing 128, 73-80 (2014). 10.1016/j.neucom.2013.01.065
-
(2014)
Neurocomputing
, vol.128
, pp. 73-80
-
-
Chyzkyk, D.1
Savio, A.2
Graña, M.3
-
18
-
-
25144486629
-
Analysis of support vector regression for approximation of complex engineering analyses
-
Clarke, S. M., Griebsch, J. H., and Simpson, T. W., " Analysis of support vector regression for approximation of complex engineering analyses," J. Mech. Des. 127, 1077-1087 (2005). 10.1115/1.1897403
-
(2005)
J. Mech. Des.
, vol.127
, pp. 1077-1087
-
-
Clarke, S.M.1
Griebsch, J.H.2
Simpson, T.W.3
-
19
-
-
78650710720
-
-
European Photovoltaic Industry Association (EPIA), (EPIA)
-
European Photovoltaic Industry Association (EPIA), Global Market Outlook for Photovoltaics 2014-2018 (EPIA, 2013), see http://www.epia.org/news/publications/global-market-outlook-for-//photovoltaics-2014-2018/.
-
(2013)
Global Market Outlook for Photovoltaics 2014-2018
-
-
-
20
-
-
84928652989
-
ElmNN: Implementation of ELM (Extreme Learning Machine) algorithm for SLFN (Single Hidden Layer Feedforward Neural Networks)
-
Gosso, A. and Martinez-de-Pison, F. J., elmNN: Implementation of ELM (Extreme Learning Machine) algorithm for SLFN (Single Hidden Layer Feedforward Neural Networks), R package version 1.1, 2012, see http://CRAN.R-project.org/package=elmNN.
-
(2012)
R Package Version 1.1
-
-
Gosso, A.1
Martinez-De-Pison, F.J.2
-
21
-
-
39149112500
-
REST2: High-performance solar radiation model for cloudless sky irradiance, illuminance, and photosynthetically active radiation - Validation with a benchmark dataset
-
Gueymard, C. A., " REST2: High-performance solar radiation model for cloudless sky irradiance, illuminance, and photosynthetically active radiation-Validation with a benchmark dataset," Sol. Energy 82, 272-285 (2008). 10.1016/j.solener.2007.04.008
-
(2008)
Sol. Energy
, vol.82
, pp. 272-285
-
-
Gueymard, C.A.1
-
22
-
-
77955471806
-
Responding to tropical climates
-
The Food and Climate Forum (Aspen Institute for Humanistic Studies, Boulder, Colorado)
-
Hargreaves, G. H., " Responding to tropical climates," in 1980-81 Food and Climate Review, The Food and Climate Forum (Aspen Institute for Humanistic Studies, Boulder, Colorado, 1981), pp. 29-32.
-
(1981)
1980-81 Food and Climate Review
, pp. 29-32
-
-
Hargreaves, G.H.1
-
24
-
-
67349192921
-
Open-source machine learning: R meets weak
-
Hornik, K., Buchta, C., and Zeileis, A., " Open-source machine learning: R meets weak," Comput. Stat. 24 (2), 225-232 (2009). 10.1007/s00180-008-0119-7
-
(2009)
Comput. Stat.
, vol.24
, Issue.2
, pp. 225-232
-
-
Hornik, K.1
Buchta, C.2
Zeileis, A.3
-
25
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
Hornik, K., Stinchcombe, M., and White, H., " Multilayer feedforward networks are universal approximators," Neural Networks 2 (5), 359-366 (1989). 10.1016/0893-6080(89)90020-8
-
(1989)
Neural Networks
, vol.2
, Issue.5
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
26
-
-
84859007933
-
Extreme learning machine for regression and multiclass classification
-
Huang, G. B., " Extreme learning machine for regression and multiclass classification," IEEE Trans. Syst. Man Cbyern. Part B Cybern. 42 (2), 513-529 (2012). 10.1109/TSMCB.2011.2168604
-
(2012)
IEEE Trans. Syst. Man Cbyern. Part B Cybern.
, vol.42
, Issue.2
, pp. 513-529
-
-
Huang, G.B.1
-
27
-
-
33745903481
-
Extreme learning machine: Theory and applications
-
Huang, G. B., Zhu, Q. Y., and Siew, C. K., " Extreme learning machine: Theory and applications," Neurocomputing 70 (1), 489-501 (2006). 10.1016/j.neucom.2005.12.126
-
(2006)
Neurocomputing
, vol.70
, Issue.1
, pp. 489-501
-
-
Huang, G.B.1
Zhu, Q.Y.2
Siew, C.K.3
-
28
-
-
0032103224
-
Estimation of solar radiation for use in crop modelling
-
Hunt, L., Kuchar, L., and Swanton, C., " Estimation of solar radiation for use in crop modelling," Agric. For. Meteorol. 91, 293-300 (1998). 10.1016/S0168-1923(98)00055-0
-
(1998)
Agric. For. Meteorol.
, vol.91
, pp. 293-300
-
-
Hunt, L.1
Kuchar, L.2
Swanton, C.3
-
29
-
-
33646476333
-
Comparison of eight clear sky broadband models against 16 independent data banks
-
Ineichen, P., " Comparison of eight clear sky broadband models against 16 independent data banks," Sol. Energy 80, 468-478 (2006). 10.1016/j.solener.2005.04.018
-
(2006)
Sol. Energy
, vol.80
, pp. 468-478
-
-
Ineichen, P.1
-
30
-
-
0003403113
-
-
International Energy Agency (IEA)
-
International Energy Agency (IEA), World Energy Outlook, 2014.
-
(2014)
World Energy Outlook
-
-
-
31
-
-
0027883750
-
Estimating global solar radiation from common meteorological observations in western Canada
-
Jong, R. D. and Stewart, D. W., " Estimating global solar radiation from common meteorological observations in western Canada," Can. J. Plant Sci. 73 (2), 509-518 (1993). 10.4141/cjps93-068
-
(1993)
Can. J. Plant Sci.
, vol.73
, Issue.2
, pp. 509-518
-
-
Jong, R.D.1
Stewart, D.W.2
-
32
-
-
84891495915
-
Modeling solar radiation of Mediterranean region in Turkey by using fuzzy genetic approach
-
Kisi, O., " Modeling solar radiation of Mediterranean region in Turkey by using fuzzy genetic approach," Energy 64, 429-436 (2014). 10.1016/j.energy.2013.10.009
-
(2014)
Energy
, vol.64
, pp. 429-436
-
-
Kisi, O.1
-
33
-
-
0035814586
-
Estimation of solar radiation in Australia from rainfall and temperature observations
-
Liu, D. and Scott, B., " Estimation of solar radiation in Australia from rainfall and temperature observations," Agric. For. Meteorol. 106 (1), 41-59 (2001). 10.1016/S0168-1923(00)00173-8
-
(2001)
Agric. For. Meteorol.
, vol.106
, Issue.1
, pp. 41-59
-
-
Liu, D.1
Scott, B.2
-
34
-
-
78649320976
-
Improvement of temperature-based ANN models for solar radiation estimation through exogenous data assistance
-
Marti, P. and Gasque, M., " Improvement of temperature-based ANN models for solar radiation estimation through exogenous data assistance," Energy Convers. Manage. 52 (2), 990-1003 (2011). 10.1016/j.enconman.2010.08.027
-
(2011)
Energy Convers. Manage.
, vol.52
, Issue.2
, pp. 990-1003
-
-
Marti, P.1
Gasque, M.2
-
35
-
-
84859549618
-
E1071: Misc Functions of the Department of Statistics (e1071), TU Wien
-
Meyer, D., Dimitriadou, E., Hornik, K., Weingessel, A., Leisch, F., Chang, C. C., and Lin, C. C., e1071: Misc Functions of the Department of Statistics (e1071), TU Wien, R package version 1.6-4, 2014, see http://cran.r-project.org/web/packages/e1071.
-
(2014)
R Package Version 1.6-4
-
-
Meyer, D.1
Dimitriadou, E.2
Hornik, K.3
Weingessel, A.4
Leisch, F.5
Chang, C.C.6
Lin, C.C.7
-
37
-
-
80051593182
-
Mapping daily global solar irradiation over Spain: A comparative study of selected approaches
-
Moreno, A., Gilabert, M. A., and Martinez, B., " Mapping daily global solar irradiation over Spain: A comparative study of selected approaches," Sol. Energy 85, 2072-2084 (2011). 10.1016/j.solener.2011.05.017
-
(2011)
Sol. Energy
, vol.85
, pp. 2072-2084
-
-
Moreno, A.1
Gilabert, M.A.2
Martinez, B.3
-
38
-
-
84928673889
-
Optimx:optimx: A replacement and extension of the optim() function
-
Nash, J. C., Varadhan, R., and Grothendieck, G., Optimx:optimx: A replacement and extension of the optim() function, R package version 2013.8.6, 2013, see http://cran.r-project.org/web/packages/optimx.
-
(2013)
R Package Version 2013.8.6
-
-
Nash, J.C.1
Varadhan, R.2
Grothendieck, G.3
-
39
-
-
84897093131
-
Sensitivity of satellite-based methods for deriving solar radiation to different choice of aerosol input and models
-
Polo, J., Antonanzas-Torres, F., Vindel, J. M., and Ramirez, L., " Sensitivity of satellite-based methods for deriving solar radiation to different choice of aerosol input and models," Renewable Energy 68, 785-792 (2014). 10.1016/j.renene.2014.03.022
-
(2014)
Renewable Energy
, vol.68
, pp. 785-792
-
-
Polo, J.1
Antonanzas-Torres, F.2
Vindel, J.M.3
Ramirez, L.4
-
41
-
-
84907095419
-
R: A language and environment for statistical computing
-
R Development Core Team (Vienna, Austria)
-
R Development Core Team, " R: A language and environment for statistical computing," in R Foundation for Statistical Computing (Vienna, Austria, 2012), see http://www.R-project.org.
-
(2012)
R Foundation for Statistical Computing
-
-
-
42
-
-
84873411994
-
Comparison of ANN and MLR models for estimating solar radiation in Turkey using NOAA/AVHRR data
-
Sahin, M., Kaya, Y., and Uyar, M., " Comparison of ANN and MLR models for estimating solar radiation in Turkey using NOAA/AVHRR data," Adv. Space Res. 51, 891-904 (2013). 10.1016/j.asr.2012.10.010
-
(2013)
Adv. Space Res.
, vol.51
, pp. 891-904
-
-
Sahin, M.1
Kaya, Y.2
Uyar, M.3
-
43
-
-
84899853730
-
Daily global solar radiation prediction based on a hybrid coral reefs optimization - Extreme learning machine approach
-
Salcedo-Sanz, S., Casanova-Mateo, C., Pastor-Sanchez, A., and Sanchez-Giron, M., " Daily global solar radiation prediction based on a hybrid coral reefs optimization-Extreme learning machine approach," Sol. Energy 105, 91-98 (2014). 10.1016/j.solener.2014.04.009
-
(2014)
Sol. Energy
, vol.105
, pp. 91-98
-
-
Salcedo-Sanz, S.1
Casanova-Mateo, C.2
Pastor-Sanchez, A.3
Sanchez-Giron, M.4
-
44
-
-
84928676395
-
-
Servicio de Información Agroclimática para el Regadío (SIAR)
-
See www.magrama.es/siar for Servicio de Información Agroclimática para el Regadío (SIAR), 2014.
-
(2014)
-
-
-
45
-
-
77954817015
-
Generation of daily solar irradiation by means of artificial neural networks
-
Siqueira, A. N., Tiba, C., and Fraidenraich, N., " Generation of daily solar irradiation by means of artificial neural networks," Renewable Energy 35, 2406-2414 (2010). 10.1016/j.renene.2010.03.019
-
(2010)
Renewable Energy
, vol.35
, pp. 2406-2414
-
-
Siqueira, A.N.1
Tiba, C.2
Fraidenraich, N.3
-
46
-
-
4043137356
-
A tutorial on support vector regression
-
Smola, A. J. and Schölkopf, B., " A tutorial on support vector regression," Stat. Comput. 14 (3), 199-222 (2004). 10.1023/B:STCO.0000035301.49549.88
-
(2004)
Stat. Comput.
, vol.14
, Issue.3
, pp. 199-222
-
-
Smola, A.J.1
Schölkopf, B.2
-
47
-
-
84928671619
-
RJava: Low-level R to Java Interface
-
Urbanek, S., rJava: Low-level R to Java Interface, R package version 0.9-6, 2013, see http://CRAN.R-project.org/package=rJava.
-
(2013)
R Package Version 0.9-6
-
-
Urbanek, S.1
-
48
-
-
0003450542
-
-
(Springer-Verlag, New York, Inc., New York, NY, USA)
-
Vapnik, V. N., The Nature of Statistical Learning Theory (Springer-Verlag, New York, Inc., New York, NY, USA, 1995).
-
(1995)
The Nature of Statistical Learning Theory
-
-
Vapnik, V.N.1
-
49
-
-
84887252594
-
Support vector method for function approximation, regression estimation, and signal processing
-
Vapnik, V., Golowich, S. E., and Smola, A., " Support vector method for function approximation, regression estimation, and signal processing," in Advances in Neural Information Processing Systems 9: Proceedings of the 1996 Conference 9 (1997), pp. 281-287.
-
(1997)
Advances in Neural Information Processing Systems 9: Proceedings of the 1996 Conference 9
, pp. 281-287
-
-
Vapnik, V.1
Golowich, S.E.2
Smola, A.3
-
50
-
-
84891601803
-
Improving daily output of global to direct solar irradiance models with ground measurements
-
Vindel, J. M., Polo, J., and Antonanzas-Torres, F., " Improving daily output of global to direct solar irradiance models with ground measurements," J. Renewable Sustainable Energy 5, 063123 (2013). 10.1063/1.4850515
-
(2013)
J. Renewable Sustainable Energy
, vol.5
-
-
Vindel, J.M.1
Polo, J.2
Antonanzas-Torres, F.3
-
52
-
-
0028385414
-
Fuzzy logic, neural networks, and soft computing
-
Zadeh, L. A., " Fuzzy logic, neural networks, and soft computing," Commun. ACM 37 (3), 77-84 (1994). 10.1145/175247.175255
-
(1994)
Commun. ACM
, vol.37
, Issue.3
, pp. 77-84
-
-
Zadeh, L.A.1
|