메뉴 건너뛰기




Volumn 44, Issue 15, 2003, Pages 2519-2530

Solar resource estimation using artificial neural networks and comparison with other correlation models

Author keywords

Artificial neural networks; Backpropagation; Mean absolute relative deviation; Multi layer feed forward networks; Percentage relative deviation; Solar global radiation

Indexed keywords

BACKPROPAGATION; COMPUTER SIMULATION; MONITORING; MULTILAYER NEURAL NETWORKS; REGRESSION ANALYSIS; SOLAR ENERGY;

EID: 0038713376     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0196-8904(03)00009-8     Document Type: Article
Times cited : (200)

References (25)
  • 1
    • 0034140188 scopus 로고    scopus 로고
    • Use of radial basis functions for estimating monthly mean daily solar radiation
    • Mohandes M., Balghonaim A., Kassas M., Rehman S., Halawani T.O. Use of radial basis functions for estimating monthly mean daily solar radiation. Solar Energy. 68(2):2000;161.
    • (2000) Solar Energy , vol.68 , Issue.2 , pp. 161
    • Mohandes, M.1    Balghonaim, A.2    Kassas, M.3    Rehman, S.4    Halawani, T.O.5
  • 2
    • 0021621275 scopus 로고
    • A new method for estimating solar radiation from bright sunshine data
    • Ogelman H., Ecevit A., Tasdemiroglu E. A new method for estimating solar radiation from bright sunshine data. Solar Energy. 33(6):1984;619.
    • (1984) Solar Energy , vol.33 , Issue.6 , pp. 619
    • Ogelman, H.1    Ecevit, A.2    Tasdemiroglu, E.3
  • 3
    • 0018291906 scopus 로고
    • Statistical study of solar radiation in formation in an equatorial region (Singapore)
    • Goh T.N. Statistical study of solar radiation in formation in an equatorial region (Singapore). Solar Energy. 22:1979;105.
    • (1979) Solar Energy , vol.22 , pp. 105
    • Goh, T.N.1
  • 4
    • 49349127090 scopus 로고
    • A new method for estimation the regression coefficients in the formula relating solar radiation to sunshine
    • Rietveld M.R. A new method for estimation the regression coefficients in the formula relating solar radiation to sunshine. Agric Meteor. 19:1978;243.
    • (1978) Agric Meteor , vol.19 , pp. 243
    • Rietveld, M.R.1
  • 6
    • 0001760124 scopus 로고
    • An empirical method for the estimation of the total solar radiation
    • Reddy S.J. An empirical method for the estimation of the total solar radiation. Solar Energy. 13:1971;289.
    • (1971) Solar Energy , vol.13 , pp. 289
    • Reddy, S.J.1
  • 7
    • 0037594601 scopus 로고
    • Correlation of solar radiation with common parameters in Toronto, Canada
    • Swatman R.K., Ogunladeg O. Correlation of solar radiation with common parameters in Toronto, Canada. Solar Energy. 13:1971;345.
    • (1971) Solar Energy , vol.13 , pp. 345
    • Swatman, R.K.1    Ogunladeg, O.2
  • 8
    • 0000522692 scopus 로고
    • On the computation of global solar radiation from records of sunshine
    • Angstrom A. On the computation of global solar radiation from records of sunshine. Arkiv Geophysik. 3(23):1956;551.
    • (1956) Arkiv Geophysik , vol.3 , Issue.23 , pp. 551
    • Angstrom, A.1
  • 9
    • 0015564564 scopus 로고
    • Solar radiation climate of India
    • Mani A., Chacko O. Solar radiation climate of India. Solar Energy. 14:1973;139.
    • (1973) Solar Energy , vol.14 , pp. 139
    • Mani, A.1    Chacko, O.2
  • 11
    • 0018737179 scopus 로고
    • Solar radiation data for Quebec
    • Maure D., Galanis N. Solar radiation data for Quebec. Solar Energy. 23:1979;309.
    • (1979) Solar Energy , vol.23 , pp. 309
    • Maure, D.1    Galanis, N.2
  • 12
    • 0018752676 scopus 로고
    • Calculation of monthly mean solar radiation for horizontal and inclined surfaces
    • Hay J.E. Calculation of monthly mean solar radiation for horizontal and inclined surfaces. Solar Energy. 23(4):1979;301.
    • (1979) Solar Energy , vol.23 , Issue.4 , pp. 301
    • Hay, J.E.1
  • 13
    • 0025841971 scopus 로고
    • Solar radiation characteristics in Abu Dhabi
    • El-Nashar A.M. Solar radiation characteristics in Abu Dhabi. Solar Energy. 47(1):1991;49.
    • (1991) Solar Energy , vol.47 , Issue.1 , pp. 49
    • El-Nashar, A.M.1
  • 14
    • 0025539732 scopus 로고
    • Solar radiation on inclined surfaces
    • Gopinathan K.K. Solar radiation on inclined surfaces. Solar Energy. 45(1):1990;19.
    • (1990) Solar Energy , vol.45 , Issue.1 , pp. 19
    • Gopinathan, K.K.1
  • 15
    • 0025803471 scopus 로고
    • Solar radiation on variously oriented sloping surfaces
    • Gopinathan K.K. Solar radiation on variously oriented sloping surfaces. Solar Energy. 47(3):1991;173.
    • (1991) Solar Energy , vol.47 , Issue.3 , pp. 173
    • Gopinathan, K.K.1
  • 16
    • 0017449907 scopus 로고
    • Estimation of total solar radiation from meteorological data
    • Sabbagh J.A., Sayigh A.A.M., El-Salam E.M.A. Estimation of total solar radiation from meteorological data. Solar Energy. 19:1977;307.
    • (1977) Solar Energy , vol.19 , pp. 307
    • Sabbagh, J.A.1    Sayigh, A.A.M.2    El-Salam, E.M.A.3
  • 17
    • 0009858662 scopus 로고
    • Variations in the total and luminous solar radiation with geographical position in the United States
    • Kimball H.H. Variations in the total and luminous solar radiation with geographical position in the United States. Mon Weather Rev. 47:1919;769.
    • (1919) Mon Weather Rev , vol.47 , pp. 769
    • Kimball, H.H.1
  • 18
    • 84944484637 scopus 로고
    • Solar and terrestrial radiation
    • Angstrom A. Solar and terrestrial radiation. Q.J.R. Meteorol Soc. 50:1924;125.
    • (1924) Q.J.R. Meteorol Soc , vol.50 , pp. 125
    • Angstrom, A.1
  • 19
    • 0000555704 scopus 로고
    • Evaporation from a water surface in relation to solar radiation
    • Prescott J.A. Evaporation from a water surface in relation to solar radiation. Trans R Sec South Australia. 64:1940;148.
    • (1940) Trans R Sec South Australia , vol.64 , pp. 148
    • Prescott, J.A.1
  • 22
    • 0032172778 scopus 로고    scopus 로고
    • A simple method to estimate global radiation
    • Supit I., Van Kappel R.R. A simple method to estimate global radiation. Solar Energy. 63:1998;147.
    • (1998) Solar Energy , vol.63 , pp. 147
    • Supit, I.1    Van Kappel, R.R.2
  • 24
    • 0037932493 scopus 로고    scopus 로고
    • Estimation of global solar radiation using artificial neural networks
    • Muscat-Sultanate of Oman
    • Mohandis M, Rehman S, Halwani T. Estimation of global solar radiation using artificial neural networks. Sixth Arab Int. Solar Energy Conference, Muscat-Sultanate of Oman, 1998.
    • (1998) Sixth Arab Int. Solar Energy Conference
    • Mohandis, M.1    Rehman, S.2    Halwani, T.3
  • 25
    • 0026757743 scopus 로고
    • Estimation of hourly global and diffuse solar radiation from hourly sunshine duration
    • Gopinathan K.K. Estimation of hourly global and diffuse solar radiation from hourly sunshine duration. Solar Energy. 48(1):1992;3.
    • (1992) Solar Energy , vol.48 , Issue.1 , pp. 3
    • Gopinathan, K.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.