메뉴 건너뛰기




Volumn 4, Issue 2, 2013, Pages 527-533

Determination method of insolation prediction with fuzzy and applying neural network for long-term ahead PV power output correction

Author keywords

Fuzzy theory; hourly forecast errors; neural network (NN); photovoltaic (PV) generated power forecasting; weather reported data

Indexed keywords

ALTERNATIVE ENERGY SOURCE; DETERMINATION METHODS; FORECAST ERRORS; FUZZY THEORY; METEOROLOGICAL CONDITION; PHOTOVOLTAIC SYSTEMS; POWER FORECASTING; WEATHER REPORTED DATA;

EID: 84875688511     PISSN: 19493029     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSTE.2013.2246591     Document Type: Review
Times cited : (170)

References (13)
  • 2
    • 75449111025 scopus 로고    scopus 로고
    • Artificial intelligence technique for modeling and forecasting of solar radiation data: A review
    • A. Mellit, "Artificial intelligence technique for modeling and forecasting of solar radiation data: A review," Int. J. Artif. Intell. Soft Comput., vol. 1, pp. 52-76, 2008.
    • (2008) Int. J. Artif. Intell. Soft Comput , vol.1 , pp. 52-76
    • Mellit, A.1
  • 3
    • 79954613949 scopus 로고    scopus 로고
    • Forecasting of global and direct solar irradiance using stochastic learning methods, ground experiments and the NWS database
    • R. Marquez and C. F. M. Coimbra, "Forecasting of global and direct solar irradiance using stochastic learning methods, ground experiments and the NWS database," Solar Energy, vol. 85, pp. 746-756, 2011.
    • (2011) Solar Energy , vol.85 , pp. 746-756
    • Marquez, R.1    Coimbra, C.F.M.2
  • 4
    • 0015558134 scopus 로고
    • Outline of a new approach to the analysis of complex systems and decision processes
    • Jan
    • L. A. Zadeh, "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Trans. Syst.,Man, Cybern., vol. CMC-3, no. 1, pp. 28-44, Jan. 1973.
    • (1973) IEEE Trans. Syst.,Man, Cybern. , vol.CMC-3 , Issue.1 , pp. 28-44
    • Zadeh, L.A.1
  • 5
    • 0034140188 scopus 로고    scopus 로고
    • Use of radial basis functions for estimating monthly mean daily solar radiation
    • DOI 10.1016/S0038-092X(99)00071-7
    • M. Mohandes, A. Balghonaim, M. Kassas, S. Rehman, and T. O. Halawani, "Use of functions for estimatingmonthly solar radiation," Solar Energy, vol. 68, no. 2, pp. 161-168, 2000. (Pubitemid 30563252)
    • (2000) Solar energy , vol.68 , Issue.2 , pp. 161-168
    • Mohandes, M.1    Balghonaim, A.2    Kassas, M.3    Rehman, S.4    Halawani, T.O.5
  • 6
    • 0031236934 scopus 로고    scopus 로고
    • Neural network based estimation of maximum power generation from PV module using environmental information
    • Sep
    • T. Hiyama and K. Kitabayashi, "Neural network based estimation of maximum power generation from PV module using environmental information," IEEE Trans. Energy Convers., vol. 12, no. 3, pp. 241-247, Sep. 1997.
    • (1997) IEEE Trans. Energy Convers , vol.12 , Issue.3 , pp. 241-247
    • Hiyama, T.1    Kitabayashi, K.2
  • 7
    • 0032495049 scopus 로고    scopus 로고
    • Recurrent neural network for forecasting next 10 years loads of nine Japanese utilities
    • DOI 10.1016/S0925-2312(98)00073-3, PII S0925231298000733
    • B. Kermanshahi, "Recurrent neural network for forecasting next 10 years loads of nine japanese utilities," Neurocomputing, vol. 23, no. 1-3, pp. 125-133, 1998. (Pubitemid 28558989)
    • (1998) Neurocomputing , vol.23 , Issue.1-3 , pp. 125-133
    • Kermanshahi, B.1
  • 9
    • 0033208166 scopus 로고    scopus 로고
    • Modeling the global solar radiation on the earth s surface using atmospheric deterministic and intelligent data-driven techniques
    • M. Santamouris, G. Miyahalakakou, B. Psiloglou, G. Eftaxias, and D. N. Asimakopoulos, "Modeling the global solar radiation on the earth s surface using atmospheric deterministic and intelligent data-driven techniques," Amer. Meteorol. Soc., vol. 12, no. 10, pp. 179-211, 1999.
    • (1999) Amer. Meteorol. Soc , vol.12 , Issue.10 , pp. 179-211
    • Santamouris, M.1    Miyahalakakou, G.2    Psiloglou, B.3    Eftaxias, G.4    Asimakopoulos, D.N.5
  • 10
    • 26444565569 scopus 로고
    • Finding structure in time
    • J. L. Elman, "Finding structure in time," Cognitive Sci., vol. 14, pp. 179-211, 1990.
    • (1990) Cognitive Sci , vol.14 , pp. 179-211
    • Elman, J.L.1
  • 11
    • 35148898828 scopus 로고    scopus 로고
    • Application and validation of algebraic methods to predict the behavior of crystalline silicon PVmodules inmediterranean climates
    • M. Fuents et al., "Application and validation of algebraic methods to predict the behavior of crystalline silicon PVmodules inmediterranean climates," Solar Energy, vol. 81, pp. 1396-1408, 2007.
    • (2007) Solar Energy , vol.81 , pp. 1396-1408
    • Fuents, M.1
  • 12
    • 0019905267 scopus 로고
    • Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation
    • DOI 10.1016/0038-092X(82)90302-4
    • D. G. Erbs, S. A. Klein, and J. A. Duffie, "Estimation of the diffuse radiation fraction for hourly, daily and monthly average global radiation," Solar Energy, vol. 28, no. 4, pp. 293-302, 1982. (Pubitemid 12519524)
    • (1982) Solar energy , vol.28 , Issue.4 , pp. 293-302
    • Erbs, D.G.1    Klein, S.A.2    Duffie, J.A.3
  • 13
    • 33144454972 scopus 로고    scopus 로고
    • Learning from neural control
    • DOI 10.1109/TNN.2005.860843
    • C. Wang and D. J. Hill, "Learning from neural control," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 130-146, Jan. 2006. (Pubitemid 43263946)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.1 , pp. 130-146
    • Wang, C.1    Hill, D.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.