메뉴 건너뛰기




Volumn , Issue , 2009, Pages 182-186

Developing a matlab tool while exploiting neural networks for combined prediction of hour's ahead system load along with irradiation, to estimate the system load covered by PV integrated systems

Author keywords

Grid integration; Matlab GUI tool; Neural networks (NN); Photovoltaic systems (PV); Renewable energy systems (RES); System load

Indexed keywords

GRID INTEGRATION; NEURAL NETWORKS (NN); PHOTOVOLTAIC SYSTEMS (PV); RENEWABLE ENERGY SYSTEMS (RES); SYSTEM LOAD;

EID: 70350722025     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCEP.2009.5212061     Document Type: Conference Paper
Times cited : (8)

References (15)
  • 1
    • 70350731838 scopus 로고    scopus 로고
    • Atsushi Yona1, Students Member, IEEE, Tomonobu Senjyu1, Senior Member, IEEE, and Toshihisa Funabashi2, Senior Member, IEEE, Application of Recurrent Neural Network to Short-Term-Ahead Generating Power Forecasting for Photovoltaic System, IEEE Trans. Energy Conversion,
    • Atsushi Yona1, Students Member, IEEE, Tomonobu Senjyu1, Senior Member, IEEE, and Toshihisa Funabashi2, Senior Member, IEEE, "Application of Recurrent Neural Network to Short-Term-Ahead Generating Power Forecasting for Photovoltaic System", IEEE Trans. Energy Conversion,
  • 2
    • 0031236934 scopus 로고    scopus 로고
    • Neural Network Based Estimation of Maximum Power Generation from PV Module Using Environmental Information
    • Takahashi Hiyama, Ken Kitabayashi, "Neural Network Based Estimation of Maximum Power Generation from PV Module Using Environmental Information," IEEE Trans. Energy Conversion, Vol. 12, No. 3, pp. 241-247, 1997.
    • (1997) IEEE Trans. Energy Conversion , vol.12 , Issue.3 , pp. 241-247
    • Hiyama, T.1    Kitabayashi, K.2
  • 3
    • 0038713376 scopus 로고    scopus 로고
    • Solar Resource Estimation Using Artificial Neural Networks and Comparison with Other Correlation Models
    • K. S. Reddy, Manish Ranjan, "Solar Resource Estimation Using Artificial Neural Networks and Comparison with Other Correlation Models," ENERGY CONVERSION AND MANAGEMENT, Vol. 44, No. 15 pp. 2519-2530, 2003.
    • (2003) ENERGY CONVERSION AND MANAGEMENT , vol.44 , Issue.15 , pp. 2519-2530
    • Reddy, K.S.1    Ranjan, M.2
  • 4
    • 23844518978 scopus 로고    scopus 로고
    • Estimation of solar radiation components incident on Helwan site using neural networks
    • Hamdy K. Elminir, Faiz F. Areed, and Tarek S. Elsayed, "Estimation of solar radiation components incident on Helwan site using neural networks," SOLAR ENERGY, Vol. 79, No. 3, pp. 270-279, 2005.
    • (2005) SOLAR ENERGY , vol.79 , Issue.3 , pp. 270-279
    • Elminir, H.K.1    Areed, F.F.2    Elsayed, T.S.3
  • 5
    • 84861399971 scopus 로고    scopus 로고
    • Short Term Load Forecasting with Radial Basis Function Network
    • Porto, Portugal, September
    • Zbigniew Gontar, Nikos Hatziargyriou, "Short Term Load Forecasting with Radial Basis Function Network", IEEE Power Tech Conference, Porto, Portugal, September 2001.
    • (2001) IEEE Power Tech Conference
    • Gontar, Z.1    Hatziargyriou, N.2
  • 6
    • 9444273463 scopus 로고    scopus 로고
    • Short Term Load Forecasting with Radial Basis Function Network
    • Samos, Greece, May
    • Zbigniew Gontar, G. Sideratos, Nikos Hatziargyriou, "Short Term Load Forecasting with Radial Basis Function Network", SETN Conference, pp. 432-438, Samos, Greece, May 2004.
    • (2004) SETN Conference , pp. 432-438
    • Zbigniew Gontar, G.S.1    Hatziargyriou, N.2
  • 7
    • 20544444520 scopus 로고    scopus 로고
    • Short-term Electric Power Load Forecasting Based on Cosine Radial Basis Function Neural Networks: An Experimental Evaluation
    • June
    • N. B. Karayiannis, M. Balasubramanian, H. A. Malki, " Short-term Electric Power Load Forecasting Based on Cosine Radial Basis Function Neural Networks: An Experimental Evaluation" International Journal of Intelligence Systems, Vol. 20, Issue 6, pp. 591 - 605, June 2005.
    • (2005) International Journal of Intelligence Systems , vol.20 , Issue.6 , pp. 591-605
    • Karayiannis, N.B.1    Balasubramanian, M.2    Malki, H.A.3
  • 8
    • 34547527825 scopus 로고    scopus 로고
    • Z. Youchan, H. Yujun, Short-term Load Forecasting Model Using Fuzzy C Means Based Radial Basis Function Network, ISDA '06, pp. 579-582, October 2002.
    • Z. Youchan, H. Yujun, "Short-term Load Forecasting Model Using Fuzzy C Means Based Radial Basis Function Network", ISDA '06, pp. 579-582, October 2002.
  • 9
  • 11
    • 0033080240 scopus 로고    scopus 로고
    • Fuzzy Modeling for Short Term Load Forecasting Using an Orthogonal Least Squares Method
    • February
    • P. Mastorocostas, J. Theocharis, A. Bakirtzis, "Fuzzy Modeling for Short Term Load Forecasting Using an Orthogonal Least Squares Method", IEEE Transactions on Power Systems, Vol. 14, No. 1, pp. 29-36, February 1999.
    • (1999) IEEE Transactions on Power Systems , vol.14 , Issue.1 , pp. 29-36
    • Mastorocostas, P.1    Theocharis, J.2    Bakirtzis, A.3
  • 12
    • 0030161806 scopus 로고    scopus 로고
    • Real- Time Simulation of Photovoltaic Modules
    • K.Khouzam, and K. Hoffman, "Real- Time Simulation of Photovoltaic Modules", Solar Energy, Vol. 56, No. 6, pp. 521-526, 1996.
    • (1996) Solar Energy , vol.56 , Issue.6 , pp. 521-526
    • Khouzam, K.1    Hoffman, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.