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Volumn 56, Issue , 2016, Pages 428-435

Estimating the diffuse solar radiation using a coupled support vector machine-wavelet transform model

Author keywords

Combined model; Diffuse solar radiation; Estimation; Support vector machine; Wavelet transform algorithm

Indexed keywords

MEAN SQUARE ERROR; RADIAL BASIS FUNCTION NETWORKS; SOLAR ENERGY; SOLAR RADIATION; WAVELET TRANSFORMS;

EID: 84949595665     PISSN: 13640321     EISSN: 18790690     Source Type: Journal    
DOI: 10.1016/j.rser.2015.11.055     Document Type: Review
Times cited : (107)

References (80)
  • 3
    • 84870743971 scopus 로고    scopus 로고
    • Comparative analysis of concentrating solar power and photovoltaic technologies: Technical and environmental evaluations
    • U. Desideri, F. Zepparelli, V. Morettini, and E. Garroni Comparative analysis of concentrating solar power and photovoltaic technologies: technical and environmental evaluations Appl Energy 102 2013 765 784
    • (2013) Appl Energy , vol.102 , pp. 765-784
    • Desideri, U.1    Zepparelli, F.2    Morettini, V.3    Garroni, E.4
  • 5
    • 84880379200 scopus 로고    scopus 로고
    • Review of solar irradiance forecasting methods and a proposition for small-scale insular grids
    • M. Diagne, M. David, P. Lauret, J. Boland, and N. Schmutz Review of solar irradiance forecasting methods and a proposition for small-scale insular grids Renew Sustain Energy Rev 27 2013 65 76
    • (2013) Renew Sustain Energy Rev , vol.27 , pp. 65-76
    • Diagne, M.1    David, M.2    Lauret, P.3    Boland, J.4    Schmutz, N.5
  • 6
    • 84881098996 scopus 로고    scopus 로고
    • Estimation of daily global solar irradiation by coupling ground measurements of bright sunshine hours to satellite imagery
    • Selmin Ener Rusen, Annette Hammer, and Bulent G. Akinoglu Estimation of daily global solar irradiation by coupling ground measurements of bright sunshine hours to satellite imagery Energy 58 2013 417 425
    • (2013) Energy , vol.58 , pp. 417-425
    • Rusen, S.E.1    Hammer, A.2    Akinoglu, B.G.3
  • 7
    • 84857687653 scopus 로고    scopus 로고
    • Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks
    • Gilles Notton, Christophe Paoli, Siyana Vasileva, Marie Laure Nivet, Jean-Louis Canaletti, and Christian Cristofari Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks Energy 39 2012 166 179
    • (2012) Energy , vol.39 , pp. 166-179
    • Notton, G.1    Paoli, C.2    Vasileva, S.3    Laure Nivet, M.4    Canaletti, J.-L.5    Cristofari, C.6
  • 8
    • 55749112297 scopus 로고    scopus 로고
    • Diffuse solar radiation estimation models for Turkey's big cities
    • K. Ulgen, and A. Hepbasli Diffuse solar radiation estimation models for Turkey's big cities Energy Convers Manag 50 2009 149 156
    • (2009) Energy Convers Manag , vol.50 , pp. 149-156
    • Ulgen, K.1    Hepbasli, A.2
  • 9
    • 79952577510 scopus 로고    scopus 로고
    • Evaluation of different diffuse radiation models for Indian stations and predicting the best fit model
    • I. Karakoti, B. Pande, and K. Pandey Evaluation of different diffuse radiation models for Indian stations and predicting the best fit model Renew Sustain Energy Rev 15 2011 2378 2384
    • (2011) Renew Sustain Energy Rev , vol.15 , pp. 2378-2384
    • Karakoti, I.1    Pande, B.2    Pandey, K.3
  • 10
    • 84864334081 scopus 로고    scopus 로고
    • Calculating the diffuse solar radiation in regions without solar radiation measurements
    • H. Li, X. Bu, Z. Long, L. Zhao, and W. Ma Calculating the diffuse solar radiation in regions without solar radiation measurements Energy 44 2012 611 615
    • (2012) Energy , vol.44 , pp. 611-615
    • Li, H.1    Bu, X.2    Long, Z.3    Zhao, L.4    Ma, W.5
  • 11
    • 84896540489 scopus 로고    scopus 로고
    • General models for estimation of the monthly mean daily diffuse solar radiation (Case study: Algeria)
    • T.E. Boukelia, M.-S. Mecibah, and I.E. Meriche General models for estimation of the monthly mean daily diffuse solar radiation (Case study: Algeria) Energy Convers Manage 81 2014 211 219
    • (2014) Energy Convers Manage , vol.81 , pp. 211-219
    • Boukelia, T.E.1    Mecibah, M.-S.2    Meriche, I.E.3
  • 12
    • 0018701582 scopus 로고
    • Correlation of average diffuse and beam radiation with hours of Bright sunshine
    • M. Iqbal Correlation of average diffuse and beam radiation with hours of Bright sunshine Sol Energy 23 1979 169 173
    • (1979) Sol Energy , vol.23 , pp. 169-173
    • Iqbal, M.1
  • 14
    • 0008986350 scopus 로고
    • Diffuse irradiation over Zimbabwe
    • Gladius Lewis Diffuse irradiation over Zimbabwe Sol Energy 31 1983 125 128
    • (1983) Sol Energy , vol.31 , pp. 125-128
    • Lewis, G.1
  • 15
    • 45949129581 scopus 로고
    • Predicting diffuse radiation where only data on sunshine duration is available
    • J.G.M. Massaquoi Predicting diffuse radiation where only data on sunshine duration is available Sol Wind Tech 4 1987 205 210
    • (1987) Sol Wind Tech , vol.4 , pp. 205-210
    • Massaquoi, J.G.M.1
  • 16
    • 0025600699 scopus 로고
    • A model for diffuse and global irradiation on horizontal surfaces
    • P.C. Jain A model for diffuse and global irradiation on horizontal surfaces Sol Energy 45 1990 301 308
    • (1990) Sol Energy , vol.45 , pp. 301-308
    • Jain, P.C.1
  • 17
    • 0029751159 scopus 로고    scopus 로고
    • Effect of sunshine and solar declination on the computation of monthly mean daily diffuse solar radiation
    • K.K. Gopinathan, and A. Soler Effect of sunshine and solar declination on the computation of monthly mean daily diffuse solar radiation Renew Energy 7 1996 89 93
    • (1996) Renew Energy , vol.7 , pp. 89-93
    • Gopinathan, K.K.1    Soler, A.2
  • 18
    • 0030241243 scopus 로고    scopus 로고
    • A new model for computing monthly average daily diffuse radiation for Bangkok
    • S. Janjai, P. Praditwong, and C. Moonin. A new model for computing monthly average daily diffuse radiation for Bangkok Renew Energy 9 1996 1283 1286
    • (1996) Renew Energy , vol.9 , pp. 1283-1286
    • Janjai, S.1    Praditwong, P.2    Moonin, C.3
  • 19
    • 0033164584 scopus 로고    scopus 로고
    • A multiple linear correlation for diffuse radiation from global solar radiation and sunshine data over Egypt
    • A. Trabea A multiple linear correlation for diffuse radiation from global solar radiation and sunshine data over Egypt Renew Energy 17 1999 411 420
    • (1999) Renew Energy , vol.17 , pp. 411-420
    • Trabea, A.1
  • 20
    • 10044296349 scopus 로고    scopus 로고
    • Model selection for global and diffuse radiation over the Central Black Sea (CBS) region of Turkey
    • S. Tarhan, and A. Sari Model selection for global and diffuse radiation over the Central Black Sea (CBS) region of Turkey Energy Convers Manag 46 2005 605 613
    • (2005) Energy Convers Manag , vol.46 , pp. 605-613
    • Tarhan, S.1    Sari, A.2
  • 21
    • 33846060888 scopus 로고    scopus 로고
    • Performance of empirical correlations for predicting monthly mean daily diffuse solar radiation values at Kampala, Uganda
    • J. Mubiru, and E.J.K.B. Banda Performance of empirical correlations for predicting monthly mean daily diffuse solar radiation values at Kampala, Uganda Theor Appl Climatol 88 2007 127 131
    • (2007) Theor Appl Climatol , vol.88 , pp. 127-131
    • Mubiru, J.1    Banda, E.J.K.B.2
  • 22
    • 63449104487 scopus 로고    scopus 로고
    • Estimation of monthly mean daily diffuse radiation in China
    • Yingni Jiang Estimation of monthly mean daily diffuse radiation in China Appl Energy 86 2009 1458 1464
    • (2009) Appl Energy , vol.86 , pp. 1458-1464
    • Jiang, Y.1
  • 23
    • 79951509957 scopus 로고    scopus 로고
    • Estimating monthly average daily diffuse solar radiation with multiple predictors: A case study
    • Huashan Li, Weibin Ma, Xianlong Wang, and Yongwang Lian Estimating monthly average daily diffuse solar radiation with multiple predictors: a case study Renew Energy 36 2011 1944 1948
    • (2011) Renew Energy , vol.36 , pp. 1944-1948
    • Li, H.1    Ma, W.2    Wang, X.3    Lian, Y.4
  • 24
    • 80755159494 scopus 로고    scopus 로고
    • Predicting monthly mean daily diffuse radiation for India
    • Prasun Kumar Indira Karakoti, and S.K. Das Singh Predicting monthly mean daily diffuse radiation for India Appl Energy 91 2012 412 425
    • (2012) Appl Energy , vol.91 , pp. 412-425
    • Indira Karakoti, P.K.1    Das Singh, S.K.2
  • 26
    • 33748487121 scopus 로고
    • The interrelationship and characteristics distribution of direct diffuse and total radiation
    • B.Y.H. Liu, and R.C. Jordan The interrelationship and characteristics distribution of direct diffuse and total radiation Sol Energy 4 3 1960 1 19
    • (1960) Sol Energy , vol.4 , Issue.3 , pp. 1-19
    • Liu, B.Y.H.1    Jordan, R.C.2
  • 27
    • 0018290357 scopus 로고
    • The average distribution of solar radiation - Correlations between diffuse and hemispherical and between daily and hourly insolation values
    • M. Collares-Pereira, and A. Rabl The average distribution of solar radiation - correlations between diffuse and hemispherical and between daily and hourly insolation values Sol Energy 22 2 1979 155 164
    • (1979) Sol Energy , vol.22 , Issue.2 , pp. 155-164
    • Collares-Pereira, M.1    Rabl, A.2
  • 28
    • 0019905267 scopus 로고
    • Estimation of the diffuse radiation fraction for hourly, daily and monthly average global radiation
    • D.G. Erbs, S.A. Klein, and J.A. Duffie Estimation of the diffuse radiation fraction for hourly, daily and monthly average global radiation Sol Energy 28 1982 293 302
    • (1982) Sol Energy , vol.28 , pp. 293-302
    • Erbs, D.G.1    Klein, S.A.2    Duffie, J.A.3
  • 29
    • 0021158129 scopus 로고
    • The diffuse component of the daily global solar irradiation at Corvallis, Oregon (USA)
    • C.R. Nagaraja Rao, W.A. Bradley, and T.Y. Lee. The diffuse component of the daily global solar irradiation at Corvallis, Oregon (USA) Sol Energy 32 1984 637 641
    • (1984) Sol Energy , vol.32 , pp. 637-641
    • Nagaraja Rao, C.R.1    Bradley, W.A.2    Lee, T.Y.3
  • 30
    • 0027069358 scopus 로고
    • Different methods for separating diffuse and direct components of solar radiation and their application in crop growth models
    • Marco Bindi, Francesco Miglietta, and Gaetano Zipoli Different methods for separating diffuse and direct components of solar radiation and their application in crop growth models Clim Res 2 1992 47 54
    • (1992) Clim Res , vol.2 , pp. 47-54
    • Bindi, M.1    Miglietta, F.2    Zipoli, G.3
  • 31
    • 0028183989 scopus 로고
    • Estimation of the diffuse irradiation from global solar irradiation. Daily and monthly average daily values
    • J.A. Martinez-Lozano, M.P. Utrillas, and V. Gomez Estimation of the diffuse irradiation from global solar irradiation. Daily and monthly average daily values Renew Energy 4 1994 95 100
    • (1994) Renew Energy , vol.4 , pp. 95-100
    • Martinez-Lozano, J.A.1    Utrillas, M.P.2    Gomez, V.3
  • 32
    • 0030292181 scopus 로고    scopus 로고
    • Correlation between Global Solar Radiation and its Direct and Diffuse Components
    • J.C. Lam, and D.H.W. Li Correlation between Global Solar Radiation and its Direct and Diffuse Components Build Environ 31 1996 527 535
    • (1996) Build Environ , vol.31 , pp. 527-535
    • Lam, J.C.1    Li, D.H.W.2
  • 33
    • 0033164584 scopus 로고    scopus 로고
    • A multiple linear correlation for diffuse radiation from global solar radiation and sunshine data over Egypt
    • A. Trabea A multiple linear correlation for diffuse radiation from global solar radiation and sunshine data over Egypt Renew Energy 17 1999 411 420
    • (1999) Renew Energy , vol.17 , pp. 411-420
    • Trabea, A.1
  • 34
    • 0036139144 scopus 로고    scopus 로고
    • Correlation models of diffuse solar-radiation applied to the city of São Paulo, Brazil
    • Amauri P. Oliveira, João F. Escobedo, Antonio J. Machado, and Jacyra Soares Correlation models of diffuse solar-radiation applied to the city of São Paulo, Brazil Appl Energy 71 2002 59 73
    • (2002) Appl Energy , vol.71 , pp. 59-73
    • Oliveira, A.P.1    Escobedo, J.F.2    Machado, A.J.3    Soares, J.4
  • 35
    • 84997213666 scopus 로고    scopus 로고
    • Estimation of diffuse solar radiation in the north and far north of Camerron
    • Theophile Lealea, and Rene Tchinda Estimation of diffuse solar radiation in the north and far north of Camerron Eur Sci J 9 18 2013
    • (2013) Eur Sci J , vol.9 , Issue.18
    • Lealea, T.1    Tchinda, R.2
  • 36
    • 84871771916 scopus 로고    scopus 로고
    • Multi-location model for the estimation of the horizontal daily diffuse fraction of solar radiation in Europe
    • M. Bortolini, M. Gamberi, A. Graziani, R. Manzini, and C. Mora Multi-location model for the estimation of the horizontal daily diffuse fraction of solar radiation in Europe Energy Convers Manag 67 2013 208 216
    • (2013) Energy Convers Manag , vol.67 , pp. 208-216
    • Bortolini, M.1    Gamberi, M.2    Graziani, A.3    Manzini, R.4    Mora, C.5
  • 37
    • 17644393194 scopus 로고    scopus 로고
    • Comparative study of Ångströms and artificial neural networks methodologies in estimating global solar radiation
    • F.S. Tymvios, C.P. Jacovides, S.C. Michaelides, and C. Scouteli Comparative study of Ångströms and artificial neural networks methodologies in estimating global solar radiation Sol Energy 78 2005 752 762
    • (2005) Sol Energy , vol.78 , pp. 752-762
    • Tymvios, F.S.1    Jacovides, C.P.2    Michaelides, S.C.3    Scouteli, C.4
  • 38
    • 61749096808 scopus 로고    scopus 로고
    • Estimation of solar radiation over Turkey using artificial neural network and satellite data
    • Ozan Senkal, and Tuncay Kuleli Estimation of solar radiation over Turkey using artificial neural network and satellite data Appl Energy 86 2009 1222 1228
    • (2009) Appl Energy , vol.86 , pp. 1222-1228
    • Senkal, O.1    Kuleli, T.2
  • 39
    • 84866149200 scopus 로고    scopus 로고
    • Modeling global solar radiation using Particle Swarm Optimization (PSO)
    • M.A. Mohandes Modeling global solar radiation using Particle Swarm Optimization (PSO) Sol Energy 86 2012 3137 3145
    • (2012) Sol Energy , vol.86 , pp. 3137-3145
    • Mohandes, M.A.1
  • 40
    • 84867189562 scopus 로고    scopus 로고
    • Prediction of monthly global solar radiation using adaptive neuro fuzzy inference System (ANFIS) technique over the state of Tamil Nadu (India): A comparative study
    • T.R. Sumithira, and A.N. Kumar Prediction of monthly global solar radiation using adaptive neuro fuzzy inference System (ANFIS) technique over the state of Tamil Nadu (India): a comparative study Appl Sol Energy 48 2 2012 140 145
    • (2012) Appl Sol Energy , vol.48 , Issue.2 , pp. 140-145
    • Sumithira, T.R.1    Kumar, A.N.2
  • 41
    • 84878878159 scopus 로고    scopus 로고
    • Solar radiation forecast based on fuzzy logic and neural networks
    • S.X. Chen, H.B. Gooi, and M.Q. Wang Solar radiation forecast based on fuzzy logic and neural networks Renew Energy 60 2013 195 201
    • (2013) Renew Energy , vol.60 , pp. 195-201
    • Chen, S.X.1    Gooi, H.B.2    Wang, M.Q.3
  • 42
    • 84901657724 scopus 로고    scopus 로고
    • Fuzzy logic based modeling and estimation of global solar energy using meteorological parameters
    • M. Rizwan, M. Jamil, S. Kirmani, and D.P. Kothari Fuzzy logic based modeling and estimation of global solar energy using meteorological parameters Energy 70 2014 685 691
    • (2014) Energy , vol.70 , pp. 685-691
    • Rizwan, M.1    Jamil, M.2    Kirmani, S.3    Kothari, D.P.4
  • 43
    • 84920059638 scopus 로고    scopus 로고
    • Comparison and prediction of monthly average solar radiation data using soft computing approach for Eastern India. Computational intelligence in data mining-volume 3
    • S. Mohanty, P.K. Patra, and S.S. Sahoo Comparison and prediction of monthly average solar radiation data using soft computing approach for Eastern India. Computational intelligence in data mining-volume 3 Smart Innov Syst Technol 33 2015 317 326
    • (2015) Smart Innov Syst Technol , vol.33 , pp. 317-326
    • Mohanty, S.1    Patra, P.K.2    Sahoo, S.S.3
  • 44
    • 84919898094 scopus 로고    scopus 로고
    • Prediction of the solar radiation on the Earth using support vector regression technique
    • J. Piri, Shamshirband Sh, D. Petkovic, C.W. Tong, and M.H. ur Rehman Prediction of the solar radiation on the Earth using support vector regression technique Infrared Phys Technol 68 2015 179 185
    • (2015) Infrared Phys Technol , vol.68 , pp. 179-185
    • Piri, J.1    Sh, S.2    Petkovic, D.3    Tong, C.W.4    Ur Rehman, M.H.5
  • 45
    • 84943555405 scopus 로고    scopus 로고
    • Daily global solar radiation prediction from air temperatures using kernel extreme learning machine: A case study for Iran
    • S. Shamshirband, K. Mohammadi, H.L. Chen, G.N. Samy, D. Petković, and C. Ma Daily global solar radiation prediction from air temperatures using kernel extreme learning machine: A case study for Iran J Atmos Sol Terr Phys 134 2015 109 117
    • (2015) J Atmos Sol Terr Phys , vol.134 , pp. 109-117
    • Shamshirband, S.1    Mohammadi, K.2    Chen, H.L.3    Samy, G.N.4    Petković, D.5    Ma, C.6
  • 46
    • 84939792235 scopus 로고    scopus 로고
    • Application of rapid miner in ANN based prediction of solar radiation for assessment of solar energy resource potential of 76 sites in Northwestern India
    • A.K. Yadav, H. Malik, and SS. Chandel Application of rapid miner in ANN based prediction of solar radiation for assessment of solar energy resource potential of 76 sites in Northwestern India Renew Sustain Energy Rev 52 2015 1093 1106
    • (2015) Renew Sustain Energy Rev , vol.52 , pp. 1093-1106
    • Yadav, A.K.1    Malik, H.2    Chandel, S.S.3
  • 47
    • 84925988131 scopus 로고    scopus 로고
    • A support vector machine-firefly algorithm-based model for global solar radiation prediction
    • Saad Lanre Olatomiwa, Shahaboddin Mekhilef, Kasra Shamshirband, Dalibor Mohammadi, and Ch. Sudheer Petkovic A support vector machine-firefly algorithm-based model for global solar radiation prediction Sol Energy 115 2015 632 644
    • (2015) Sol Energy , vol.115 , pp. 632-644
    • Lanre Olatomiwa, S.1    Mekhilef, S.2    Shamshirband, K.3    Mohammadi, D.4    Petkovic, Ch.S.5
  • 48
    • 84890002037 scopus 로고    scopus 로고
    • Predicting the diffuse fraction of global solar radiation using regression and fuzzy logic
    • Geelong, Nov
    • Boland J, Scott L. Predicting the diffuse fraction of global solar radiation using regression and fuzzy logic. In: Proceedings of the ANZSES Conference, Geelong, Nov 1999.
    • (1999) Proceedings of the ANZSES Conference
    • Boland, J.1    Scott, L.2
  • 49
    • 2642536672 scopus 로고    scopus 로고
    • Modeling hourly diffuse solar-radiation in the city of São Paulo using a neural-network technique
    • Jacyra Soares, Amauri P. Oliveira, Marija Zlata Boznar, Primoz Mlakar, Joao F. Escobedo, and Antonio J. Machado Modeling hourly diffuse solar-radiation in the city of São Paulo using a neural-network technique Appl Energy 79 2004 201 214
    • (2004) Appl Energy , vol.79 , pp. 201-214
    • Soares, J.1    Oliveira, A.P.2    Zlata Boznar, M.3    Mlakar, P.4    Escobedo, J.F.5    Machado, A.J.6
  • 50
    • 34247109046 scopus 로고    scopus 로고
    • Prediction of hourly and daily diffuse fraction using neural network, as compared to linear regression models
    • Hamdy K. Elminir, Yosry A. Azzam, and Farag I. Younes Prediction of hourly and daily diffuse fraction using neural network, as compared to linear regression models Energy 32 2007 1513 1523
    • (2007) Energy , vol.32 , pp. 1513-1523
    • Elminir, H.K.1    Azzam, Y.A.2    Younes, F.I.3
  • 51
    • 51349143456 scopus 로고    scopus 로고
    • Prediction of monthly mean daily diffuse solar radiation using artificial neural networks and comparison with other empirical models
    • Yingni Jiang Prediction of monthly mean daily diffuse solar radiation using artificial neural networks and comparison with other empirical models Energy Policy 36 2008 3833 3837
    • (2008) Energy Policy , vol.36 , pp. 3833-3837
    • Jiang, Y.1
  • 52
    • 58049165781 scopus 로고    scopus 로고
    • Assessment of diffuse solar energy under general sky condition using artificial neural network
    • Shah Alam, S.C. Kaushik, and S.N. Garg Assessment of diffuse solar energy under general sky condition using artificial neural network Appl Energy 86 2009 554 564
    • (2009) Appl Energy , vol.86 , pp. 554-564
    • Alam, S.1    Kaushik, S.C.2    Garg, S.N.3
  • 54
    • 79954620339 scopus 로고    scopus 로고
    • Prediction of hourly solar radiation using a novel hybrid model of ARMA and TDNN
    • J. Wu, and C.K. Chan Prediction of hourly solar radiation using a novel hybrid model of ARMA and TDNN Sol Energy 85 2011 808 817
    • (2011) Sol Energy , vol.85 , pp. 808-817
    • Wu, J.1    Chan, C.K.2
  • 55
    • 84871719025 scopus 로고    scopus 로고
    • A hybrid computational approach to estimate solar global radiation: An empirical evidence from Iran
    • E.S. Mostafavi, S. Saeidi Ramiyani, R. Sarvar, H. Izadi Moud, and S.M. Mousavi A hybrid computational approach to estimate solar global radiation: an empirical evidence from Iran Energy 49 2013 204 210
    • (2013) Energy , vol.49 , pp. 204-210
    • Mostafavi, E.S.1    Saeidi Ramiyani, S.2    Sarvar, R.3    Izadi Moud, H.4    Mousavi, S.M.5
  • 56
    • 84899853730 scopus 로고    scopus 로고
    • Daily global solar radiation prediction based on a hybrid Coral reefs optimization-extreme learning machine approach
    • S. Salcedo-Sanz, C. Casanova-Mateo, A. Pastor-Sánchez, and M. Sánchez-Girón Daily global solar radiation prediction based on a hybrid Coral reefs optimization-extreme learning machine approach Sol Energy 105 2014 91 98
    • (2014) Sol Energy , vol.105 , pp. 91-98
    • Salcedo-Sanz, S.1    Casanova-Mateo, C.2    Pastor-Sánchez, A.3    Sánchez-Girón, M.4
  • 57
    • 15544389367 scopus 로고    scopus 로고
    • Potential assessment of the "support vector machine" method in forecasting ambient air pollutant trends
    • W.Z. Lu, and W.J. Wang Potential assessment of the "support vector machine" method in forecasting ambient air pollutant trends Chemosphere 59 2005 693 701
    • (2005) Chemosphere , vol.59 , pp. 693-701
    • Lu, W.Z.1    Wang, W.J.2
  • 58
    • 31044438334 scopus 로고    scopus 로고
    • Multi-time scale stream flow predictions: The support vector machines approach
    • T. Asefa, M. Kemblowski, M. McKee, and A. Khalil Multi-time scale stream flow predictions: the support vector machines approach J Hydrol 318 2006 7 16
    • (2006) J Hydrol , vol.318 , pp. 7-16
    • Asefa, T.1    Kemblowski, M.2    McKee, M.3    Khalil, A.4
  • 59
    • 84870238942 scopus 로고    scopus 로고
    • Multitask multiclass support vector machines: Model and experiments
    • Y. Ji, and S. Sun Multitask multiclass support vector machines: model and experiments Pattern Recogn 46 3 2013 914 924
    • (2013) Pattern Recogn , vol.46 , Issue.3 , pp. 914-924
    • Ji, Y.1    Sun, S.2
  • 60
    • 84887452388 scopus 로고    scopus 로고
    • A survey of multi-view machine learning
    • S. Sun A survey of multi-view machine learning Neural Comput Appl 23 2013 2031 2038
    • (2013) Neural Comput Appl , vol.23 , pp. 2031-2038
    • Sun, S.1
  • 63
    • 54549091989 scopus 로고    scopus 로고
    • Support vector regression methodology for storm surge predictions
    • S. Rajasekaran, S. Gayathri, and T.L. Lee Support vector regression methodology for storm surge predictions Ocean Eng 35 16 2008 1578 1587
    • (2008) Ocean Eng , vol.35 , Issue.16 , pp. 1578-1587
    • Rajasekaran, S.1    Gayathri, S.2    Lee, T.L.3
  • 64
    • 67349170327 scopus 로고    scopus 로고
    • Localized support vector regression for time series prediction
    • H. Yang, K. Huang, I. King, and M.R. Lyu Localized support vector regression for time series prediction Neurocomputing 72 10 2009 2659 2669
    • (2009) Neurocomputing , vol.72 , Issue.10 , pp. 2659-2669
    • Yang, H.1    Huang, K.2    King, I.3    Lyu, M.R.4
  • 65
    • 58249083168 scopus 로고    scopus 로고
    • Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space
    • K.P. Wu, and S.D. Wang Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space Pattern Recogn 42 5 2009 710 717
    • (2009) Pattern Recogn , vol.42 , Issue.5 , pp. 710-717
    • Wu, K.P.1    Wang, S.D.2
  • 66
    • 80052027629 scopus 로고    scopus 로고
    • A wavelet neural network conjunction model for groundwater level forecasting
    • J. Adamowski, and H.F. Chan A wavelet neural network conjunction model for groundwater level forecasting J Hydrol 407 1 2011 28 40
    • (2011) J Hydrol , vol.407 , Issue.1 , pp. 28-40
    • Adamowski, J.1    Chan, H.F.2
  • 67
    • 0028496320 scopus 로고
    • An overview of wavelet based multiresolution analyses
    • B. Jawerth, and W. Sweldens An overview of wavelet based multiresolution analyses SIAM Rev 36 3 1994 377 412
    • (1994) SIAM Rev , vol.36 , Issue.3 , pp. 377-412
    • Jawerth, B.1    Sweldens, W.2
  • 68
    • 0346306460 scopus 로고    scopus 로고
    • Application of the wavelet transform in machine condition monitoring and fault diagnostics: A review with bibliography
    • Z. Peng, and F. Chu Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography Mech Syst Signal Process 18 2 2004 199 221
    • (2004) Mech Syst Signal Process , vol.18 , Issue.2 , pp. 199-221
    • Peng, Z.1    Chu, F.2
  • 69
    • 1542469357 scopus 로고    scopus 로고
    • Application of wavelet transform to extract the relevant component from spectral data for multivariate calibration
    • D. Jouan-Rimbaud, B. Walczak, R.J. Poppi, O.E. de Noord, and D.L. Massart Application of wavelet transform to extract the relevant component from spectral data for multivariate calibration Anal Chem 69 21 1997 4317 4323
    • (1997) Anal Chem , vol.69 , Issue.21 , pp. 4317-4323
    • Jouan-Rimbaud, D.1    Walczak, B.2    Poppi, R.J.3    De Noord, O.E.4    Massart, D.L.5
  • 70
    • 84920729236 scopus 로고    scopus 로고
    • Engineering analysis and application of wavelet transform
    • F. Yang Engineering analysis and application of wavelet transform Science 1999
    • (1999) Science
    • Yang, F.1
  • 72
    • 84874509284 scopus 로고    scopus 로고
    • Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform
    • A.M. Kalteh Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform Comput Geosci 54 2013 1 8
    • (2013) Comput Geosci , vol.54 , pp. 1-8
    • Kalteh, A.M.1
  • 73
    • 33745866181 scopus 로고    scopus 로고
    • World map of the Koppen-Geiger climate classification updated
    • M. Kottek, J. Grieser, C. Beck, B. Rudolf, and F. Rubel World map of the Koppen-Geiger climate classification updated Meteorol Z 15 3 2006 259 263
    • (2006) Meteorol Z , vol.15 , Issue.3 , pp. 259-263
    • Kottek, M.1    Grieser, J.2    Beck, C.3    Rudolf, B.4    Rubel, F.5
  • 74
    • 84944104542 scopus 로고    scopus 로고
    • Determining the most important variables for diffuse solar radiation prediction using adaptive neuro-fuzzy methodology; Case study: City of Kerman, Iran
    • K. Mohammadi, S. Shamshirband, D. Petković, and H. Khorasanizadeh Determining the most important variables for diffuse solar radiation prediction using adaptive neuro-fuzzy methodology; case study: City of Kerman, Iran Renew Sustain Energy Rev 53 2016 1570 1579
    • (2016) Renew Sustain Energy Rev , vol.53 , pp. 1570-1579
    • Mohammadi, K.1    Shamshirband, S.2    Petković, D.3    Khorasanizadeh, H.4
  • 75
    • 14844323725 scopus 로고    scopus 로고
    • An efficient method for assessing the quality of large solar irradiance datasets
    • R. Claywell, T. Muneer, and M. Asif An efficient method for assessing the quality of large solar irradiance datasets J Sol Energy Eng 127 2005 150 152
    • (2005) J Sol Energy Eng , vol.127 , pp. 150-152
    • Claywell, R.1    Muneer, T.2    Asif, M.3
  • 76
    • 9944234036 scopus 로고    scopus 로고
    • Quality control of solar radiation data: Present status and proposed new approaches
    • S. Younes, R. Claywell, and T. Muneer Quality control of solar radiation data: Present status and proposed new approaches Energy 30 2005 1533 1549
    • (2005) Energy , vol.30 , pp. 1533-1549
    • Younes, S.1    Claywell, R.2    Muneer, T.3
  • 78
    • 33646417252 scopus 로고    scopus 로고
    • Artificial neural networks
    • Sydenham Peter, Thorn Richard, John Wiley and Sons Ltd. London ISBN 0-470-02143-8
    • A. Abraham Artificial neural networks Sydenham Peter, Thorn Richard, Handbook for measurement systems design 2005 John Wiley and Sons Ltd. London 901 908 ISBN 0-470-02143-8
    • (2005) Handbook for Measurement Systems Design , pp. 901-908
    • Abraham, A.1
  • 79
    • 33751206531 scopus 로고    scopus 로고
    • Reliability and performance-based design by artificial neural network
    • K. Chau Reliability and performance-based design by artificial neural network Adv Eng Softw 38 2007 145 149
    • (2007) Adv Eng Softw , vol.38 , pp. 145-149
    • Chau, K.1


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