메뉴 건너뛰기




Volumn 79, Issue 2, 2004, Pages 201-214

Modeling hourly diffuse solar-radiation in the city of São Paulo using a neural-network technique

Author keywords

Hourly diffuse solar radiation; Perceptron neural network; S o Paulo City

Indexed keywords

ATMOSPHERIC PRESSURE; CLOUDS; MATHEMATICAL MODELS; METEOROLOGY; NEURAL NETWORKS;

EID: 2642536672     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2003.11.004     Document Type: Article
Times cited : (187)

References (31)
  • 1
    • 0018290357 scopus 로고
    • The average distribution of solar radiation - correlation between diffuse and hemispherical and between daily and hourly insolation values
    • Collares-Pereira M. Rabl A. The average distribution of solar radiation - correlation between diffuse and hemispherical and between daily and hourly insolation values Solar Energy 22 1979 155-164
    • (1979) Solar Energy , vol.22 , pp. 155-164
    • Collares-Pereira, M.1    Rabl, A.2
  • 2
    • 0032626880 scopus 로고    scopus 로고
    • Influence of the global radiation variability on the hourly diffuse fraction correlations
    • González J.-.A. Calbó J. Influence of the global radiation variability on the hourly diffuse fraction correlations Solar Energy 65 2 1999 119-131
    • (1999) Solar Energy , vol.65 , Issue.2 , pp. 119-131
    • González, J.-A.1    Calbó, J.2
  • 3
    • 0036139144 scopus 로고    scopus 로고
    • Correlation models of diffuse solar-radiation applied to the City of São Paulo (Brazil)
    • Oliveira A.P. Escobedo J.F. Machado A.J. Soares J. Correlation models of diffuse solar-radiation applied to the City of São Paulo (Brazil) Appl. Energy 71 1 2002 59-73
    • (2002) Appl. Energy , vol.71 , Issue.1 , pp. 59-73
    • Oliveira, A.P.1    Escobedo, J.F.2    Machado, A.J.3    Soares, J.4
  • 5
    • 33748487121 scopus 로고
    • The interrelationship and characteristic distribution of direct, diffuse and total solar radiations
    • Liu B.Y.H. Jordan R.C. The interrelationship and characteristic distribution of direct, diffuse and total solar radiations Solar Energy 4 1960 1-9
    • (1960) Solar Energy , vol.4 , pp. 1-9
    • Liu, B.Y.H.1    Jordan, R.C.2
  • 6
    • 0018290357 scopus 로고
    • The average distribution of solar radiation - correlation between diffuse and hemispherical and between daily and hourly insolation values
    • Collares-Pereira M. Rabl A. The average distribution of solar radiation - correlation between diffuse and hemispherical and between daily and hourly insolation values Solar Energy 22 1979 155-164
    • (1979) Solar Energy , vol.22 , pp. 155-164
    • Collares-Pereira, M.1    Rabl, A.2
  • 7
    • 0019905267 scopus 로고
    • Estimation of the diffuse-radiation fraction for hourly, daily and monthly-average global radiations
    • Erbs D.G. Klein S.A. Duffie J.A. Estimation of the diffuse-radiation fraction for hourly, daily and monthly-average global radiations Solar Energy 28 1982 293-302
    • (1982) Solar Energy , vol.28 , pp. 293-302
    • Erbs, D.G.1    Klein, S.A.2    Duffie, J.A.3
  • 8
    • 0026761979 scopus 로고
    • Estimation of symmetric and asymmetric hourly global and diffuse radiations from daily values
    • Satyamurti V.V. Lahiri P.K. Estimation of symmetric and asymmetric hourly global and diffuse radiations from daily values Solar Energy 48 1992 7-14
    • (1992) Solar Energy , vol.48 , pp. 7-14
    • Satyamurti, V.V.1    Lahiri, P.K.2
  • 9
    • 0030159479 scopus 로고    scopus 로고
    • On the diffuse fraction of daily and monthly global radiation for the Island of Cyprus
    • Jacovides C.P. Hadjioannou L. Passhiardis S. Stefanou L. On the diffuse fraction of daily and monthly global radiation for the Island of Cyprus Solar Energy 56 1996 565-572
    • (1996) Solar Energy , vol.56 , pp. 565-572
    • Jacovides, C.P.1    Hadjioannou, L.2    Passhiardis, S.3    Stefanou, L.4
  • 10
    • 0020548128 scopus 로고
    • Strengths and limitations of the Liu and Jordan model to determine diffuse from global irradiance
    • LeBaron B. Dirmhirn I. Strengths and limitations of the Liu and Jordan model to determine diffuse from global irradiance Solar Energy 31 1983 167-172
    • (1983) Solar Energy , vol.31 , pp. 167-172
    • LeBaron, B.1    Dirmhirn, I.2
  • 11
    • 0025529848 scopus 로고
    • Dependence on latitude of the relation between the diffuse fraction of solar radiation and the ratio of global-to-extraterrestrial radiation for monthly average daily values
    • Soler A. Dependence on latitude of the relation between the diffuse fraction of solar radiation and the ratio of global-to-extraterrestrial radiation for monthly average daily values Solar Energy 44 1990 297-302
    • (1990) Solar Energy , vol.44 , pp. 297-302
    • Soler, A.1
  • 13
    • 0002094946 scopus 로고
    • Data preparation for a neural network
    • Lawrence J. Data preparation for a neural network Artif. Intell. Expert 1991 34-41
    • (1991) Artif. Intell. Expert , pp. 34-41
    • Lawrence, J.1
  • 14
    • 0034140815 scopus 로고    scopus 로고
    • Univariate and multivariate forecasting of hourly solar-radiation with artificial-intelligence techniques
    • Sfetsos A. Coonick A.H. Univariate and multivariate forecasting of hourly solar-radiation with artificial-intelligence techniques Solar Energy 68 2 2000 169-178
    • (2000) Solar Energy , vol.68 , Issue.2 , pp. 169-178
    • Sfetsos, A.1    Coonick, A.H.2
  • 15
    • 0035912285 scopus 로고    scopus 로고
    • Estimation of hourly global photosynthetically-active radiation using artificial neural-network models
    • López G. Rubio M.A. Martinez M. Batlles F.J. Estimation of hourly global photosynthetically-active radiation using artificial neural-network models Agri. Forest Meteorol. 107 2001 279-291
    • (2001) Agri. Forest Meteorol. , vol.107 , pp. 279-291
    • López, G.1    Rubio, M.A.2    Martinez, M.3    Batlles, F.J.4
  • 16
    • 0027675732 scopus 로고
    • Improved statistical procedure for the evaluation of solar-radiation estimation models
    • Stone R.J. Improved statistical procedure for the evaluation of solar-radiation estimation models Solar Energy 51 1993 289-291
    • (1993) Solar Energy , vol.51 , pp. 289-291
    • Stone, R.J.1
  • 17
    • 0036127141 scopus 로고    scopus 로고
    • Diurnal evolution of solar radiation at the surface in the City of São Paulo: seasonal variation and modeling
    • Oliveira A.P. Escobedo J.F. Machado A.J. Soares J. Diurnal evolution of solar radiation at the surface in the City of São Paulo: seasonal variation and modeling Theoret. Appl. Climatol. 71 3-4 2002 231-249
    • (2002) Theoret. Appl. Climatol. , vol.71 , Issue.3-4 , pp. 231-249
    • Oliveira, A.P.1    Escobedo, J.F.2    Machado, A.J.3    Soares, J.4
  • 18
    • 0036565480 scopus 로고    scopus 로고
    • A new shadow-ring device for measuring diffuse solar radiation at the surface
    • Oliveira A.P. Escobedo J.F. Machado A.J. A new shadow-ring device for measuring diffuse solar radiation at the surface J. Atmos. Oceanic Technol. 19 5 2002 698-708
    • (2002) J. Atmos. Oceanic Technol. , vol.19 , Issue.5 , pp. 698-708
    • Oliveira, A.P.1    Escobedo, J.F.2    Machado, A.J.3
  • 20
    • 0033041801 scopus 로고    scopus 로고
    • A new look at calibration and use of Eppley precision infrared radiometers. Part I: Theory and application
    • Fairall C.W. Persson P.O.G. Bradley E.F. Payne R.E. Anderson S.P. A new look at calibration and use of Eppley precision infrared radiometers. Part I: Theory and application J. Atmos. Oceanic Technol. 15 1998 1229-1242
    • (1998) J. Atmos. Oceanic Technol. , vol.15 , pp. 1229-1242
    • Fairall, C.W.1    Persson, P.O.G.2    Bradley, E.F.3    Payne, R.E.4    Anderson, S.P.5
  • 23
    • 0025751820 scopus 로고
    • Approximation capabilities of multilayer feedforward networks
    • Hornik K. Approximation capabilities of multilayer feedforward networks Neural Networks 4 1991 251-257
    • (1991) Neural Networks , vol.4 , pp. 251-257
    • Hornik, K.1
  • 24
    • 0032146239 scopus 로고    scopus 로고
    • Artificial neural-networks (the multilayer perceptron) - a review of applications in the atmospheric Sciences
    • Gardner M.W. Dorling S.R. Artificial neural-networks (the multilayer perceptron) - a review of applications in the atmospheric Sciences Atmos. Environ. 32 1998 2627-2636
    • (1998) Atmos. Environ. , vol.32 , pp. 2627-2636
    • Gardner, M.W.1    Dorling, S.R.2
  • 25
    • 33644781500 scopus 로고    scopus 로고
    • Improvement of air-pollution forecasting models using feature determination and pattern selection strategies
    • Gryning S-E, Chaumerliac N, editors., New York, London: Plenum Press
    • Bonar M, Mlakar P. Improvement of air-pollution forecasting models using feature determination and pattern selection strategies. In: Gryning S-E, Chaumerliac N, editors. Air-pollution modeling and its application XII (NATO challenges of modern society). New York, London: Plenum Press; 1998. p. 725-26
    • (1998) Air-pollution Modeling and Its Application XII (NATO Challenges of Modern Society) , pp. 725-726
    • Bonar, M.1    Mlakar, P.2
  • 26
    • 85053488977 scopus 로고    scopus 로고
    • Perceptron neural-network-based model predicts air pollution
    • Adeli H, editor., Grand Bahama Island, Bahamas, December 8-10, 1997. Proceedings. Los Alamos, CA: IEEE Computer Society
    • Mlakar P, Bonar M. Perceptron neural-network-based model predicts air pollution. In: Adeli H, editor. Intelligent Information Systems IIS'97, Grand Bahama Island, Bahamas, December 8-10, 1997. Proceedings. Los Alamos, CA: IEEE Computer Society; 1997. p. 345
    • (1997) Intelligent Information Systems IIS'97 , pp. 345
    • Mlakar, P.1    Bonar, M.2
  • 27
    • 85032475286 scopus 로고    scopus 로고
    • Determination of features for air-pollution forecasting models
    • Adeli H, editor., Grand Bahama Island, Bahamas, December 8-10, 1997. Proceedings. Los Alamos, CA: IEEE Computer Society
    • Mlakar P. Determination of features for air-pollution forecasting models. In: Adeli H, editor. Intelligent Information Systems IIS'97, Grand Bahama Island, Bahamas, December 8-10, 1997. Proceedings. Los Alamos, CA: IEEE Computer Society; 1997. p. 350-54
    • (1997) Intelligent Information Systems IIS'97 , pp. 350-354
    • Mlakar, P.1
  • 28
    • 0027565335 scopus 로고
    • Calculation of monthly average global solar radiation on horizontal surfaces using daily hours of bright sunshine
    • Halouani N. Ngguyen C.T. Vo-Ngoc D. Calculation of monthly average global solar radiation on horizontal surfaces using daily hours of bright sunshine Solar Energy 50 3 1993 247-258
    • (1993) Solar Energy , vol.50 , Issue.3 , pp. 247-258
    • Halouani, N.1    Ngguyen, C.T.2    Vo-Ngoc, D.3
  • 29
    • 0021576384 scopus 로고
    • Statistical comparison of solar radiation correlations. Monthly average global and diffuse radiation on horizontal surfaces
    • Ma C.C.Y. Iqbal M. Statistical comparison of solar radiation correlations. Monthly average global and diffuse radiation on horizontal surfaces Solar Energy 33 2 1984 143-148
    • (1984) Solar Energy , vol.33 , Issue.2 , pp. 143-148
    • Ma, C.C.Y.1    Iqbal, M.2
  • 30
    • 0036324537 scopus 로고    scopus 로고
    • Modeling surface energy-fluxes for Iperó, SP, Brazil: An approach using numerical inversion
    • Targino A.C.L. Soares J. Modeling surface energy-fluxes for Iperó, SP, Brazil: An approach using numerical inversion Atmos. Res. 63 1 2002 101-121
    • (2002) Atmos. Res. , vol.63 , Issue.1 , pp. 101-121
    • Targino, A.C.L.1    Soares, J.2
  • 31
    • 0024943906 scopus 로고
    • A study of solar-radiation modes for the coastal region of South China
    • Newland F.J. A study of solar-radiation modes for the coastal region of South China Solar Energy 43 1989 227-235
    • (1989) Solar Energy , vol.43 , pp. 227-235
    • Newland, F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.