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Volumn 40, Issue 1, 2012, Pages 29-39

Time-adaptive quantile-copula for wind power probabilistic forecasting

Author keywords

Copula; Density estimation; Forecasting; Probabilistic; Time adaptive; Wind power

Indexed keywords

CASE-STUDIES; COPULA; DATA SETS; DENSITY ESTIMATION; KERNEL DENSITY; POWER PRODUCER; PROBABILISTIC; PROBABILISTIC FORECASTING; PROBABILISTIC PREDICTION; QUANTILE REGRESSION; SYSTEM OPERATOR; TIME-ADAPTIVE; WIND FARM; WIND INTEGRATION;

EID: 80755122841     PISSN: 09601481     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.renene.2011.08.015     Document Type: Article
Times cited : (156)

References (39)
  • 2
    • 33244496469 scopus 로고    scopus 로고
    • Using quantile regression to extend an existing wind power forecasting system with probabilistic forecasts
    • Nielsen H.A., Madsen H., Nielsen T.S. Using quantile regression to extend an existing wind power forecasting system with probabilistic forecasts. Wind Energy 2006, 9:95-108.
    • (2006) Wind Energy , vol.9 , pp. 95-108
    • Nielsen, H.A.1    Madsen, H.2    Nielsen, T.S.3
  • 3
    • 77958487600 scopus 로고    scopus 로고
    • Conditional prediction intervals of wind power generation
    • Pinson P., Kariniotakis G. Conditional prediction intervals of wind power generation. IEEE Transactions on Power Systems 2010, 25:1845-1856.
    • (2010) IEEE Transactions on Power Systems , vol.25 , pp. 1845-1856
    • Pinson, P.1    Kariniotakis, G.2
  • 4
    • 63049105616 scopus 로고    scopus 로고
    • Ensemble-based probabilistic forecasting at Horns Rev
    • Pinson P., Madsen H. Ensemble-based probabilistic forecasting at Horns Rev. Wind Energy 2009, 12:137-155.
    • (2009) Wind Energy , vol.12 , pp. 137-155
    • Pinson, P.1    Madsen, H.2
  • 5
    • 70349336962 scopus 로고    scopus 로고
    • Characterizing future large, rapid changes in aggregated wind power using numerical weather prediction spatial fields
    • Cutler N.J., Outhred H.R., MacGill I.F., Kay M.J., Kepert J.D. Characterizing future large, rapid changes in aggregated wind power using numerical weather prediction spatial fields. Wind Energy 2009, 12:542-555.
    • (2009) Wind Energy , vol.12 , pp. 542-555
    • Cutler, N.J.1    Outhred, H.R.2    MacGill, I.F.3    Kay, M.J.4    Kepert, J.D.5
  • 6
    • 61749097513 scopus 로고    scopus 로고
    • Skill forecasting from ensemble predictions of wind power
    • Pinson P., Nielsen H.Aa., Madsen H., Kariniotakis G. Skill forecasting from ensemble predictions of wind power. Applied Energy 2009, 86:1326-1334.
    • (2009) Applied Energy , vol.86 , pp. 1326-1334
    • Pinson, P.1    Nielsen, H.2    Madsen, H.3    Kariniotakis, G.4
  • 7
    • 74149093707 scopus 로고    scopus 로고
    • From probabilistic forecasts to statistical scenarios of short-term wind power production
    • Pinson P., Papaefthymiou G., Klockl B., Nielsen H.Aa., Madsen H. From probabilistic forecasts to statistical scenarios of short-term wind power production. Wind Energy 2009, 12:51-62.
    • (2009) Wind Energy , vol.12 , pp. 51-62
    • Pinson, P.1    Papaefthymiou, G.2    Klockl, B.3    Nielsen, H.4    Madsen, H.5
  • 9
    • 14344255817 scopus 로고    scopus 로고
    • Probabilistic wind power forecasts using local quantile regression
    • Bremnes John B. Probabilistic wind power forecasts using local quantile regression. Wind Energy 2004, 7:47-54.
    • (2004) Wind Energy , vol.7 , pp. 47-54
    • Bremnes, J.B.1
  • 10
    • 50949096797 scopus 로고    scopus 로고
    • Probabilistic short-term wind power forecasting for the optimal management of wind generation
    • Lausanne, Switzerland, July.
    • J. Juban, N. Siebert, Kariniotakis, G. Probabilistic short-term wind power forecasting for the optimal management of wind generation, In Proceedings of the IEEE Power Tech Conference, Lausanne, Switzerland, July 2007.
    • (2007) Proceedings of the IEEE Power Tech Conference
    • Juban, J.1    Siebert, N.2    Kariniotakis, G.3
  • 12
    • 68949198874 scopus 로고    scopus 로고
    • A quantile-copula approach to conditional density estimation
    • Faugeras O.P. A quantile-copula approach to conditional density estimation. Journal of Multivariate Analysis 2009, 100:2083-2099.
    • (2009) Journal of Multivariate Analysis , vol.100 , pp. 2083-2099
    • Faugeras, O.P.1
  • 14
    • 79960784244 scopus 로고    scopus 로고
    • 'Good' or 'Bad' wind power forecasts: a relative concept
    • Bessa R.J., Miranda V., Botterud A., Wang J. 'Good' or 'Bad' wind power forecasts: a relative concept. Wind Energy 2011, 14:625-636.
    • (2011) Wind Energy , vol.14 , pp. 625-636
    • Bessa, R.J.1    Miranda, V.2    Botterud, A.3    Wang, J.4
  • 17
    • 79955525885 scopus 로고    scopus 로고
    • Setting the operating reserve using probabilistic wind power forecasts
    • Matos M.A., Bessa R. Setting the operating reserve using probabilistic wind power forecasts. IEEE Transactions on Power Systems 2011, 26:594-603.
    • (2011) IEEE Transactions on Power Systems , vol.26 , pp. 594-603
    • Matos, M.A.1    Bessa, R.2
  • 18
    • 82755172059 scopus 로고    scopus 로고
    • Comparison of probabilistic and deterministic approaches for setting operating reserve in systems with high penetration of wind power
    • transmission, distribution and energy conversion - MedPower2010, Agia Napa, Cyprus, 7-10 Nov.
    • R. Bessa, Matos, M.A. Comparison of probabilistic and deterministic approaches for setting operating reserve in systems with high penetration of wind power, In Proceedings of the 7th Mediterranean conference and exhibition on power generation, transmission, distribution and energy conversion - MedPower2010, Agia Napa, Cyprus, 7-10 Nov. 2010.
    • (2010) Proceedings of the 7th Mediterranean conference and exhibition on power generation
    • Bessa, R.1    Matos, M.A.2
  • 19
    • 0001529784 scopus 로고
    • Remarks on some nonparametric estimates of a density function
    • Rosenblatt M. Remarks on some nonparametric estimates of a density function. The Annals of Mathematical Statistics 1956, 27:832-837.
    • (1956) The Annals of Mathematical Statistics , vol.27 , pp. 832-837
    • Rosenblatt, M.1
  • 20
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen E. On estimation of a probability density function and mode. The Annals of Mathematical Statistics 1962, 33:1065-1076.
    • (1962) The Annals of Mathematical Statistics , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 21
    • 21344497986 scopus 로고
    • Multivariate plug-in bandwidth selection
    • Wand M.P., Jones M.C. Multivariate plug-in bandwidth selection. Computational Statistics 1994, 9:97-116.
    • (1994) Computational Statistics , vol.9 , pp. 97-116
    • Wand, M.P.1    Jones, M.C.2
  • 22
    • 0002629995 scopus 로고
    • Conditional probability density and regression estimators
    • Academic Press, New York
    • Rosenblatt M. Conditional probability density and regression estimators. Multivariate analysis II 1969, 25-31. Academic Press, New York.
    • (1969) Multivariate analysis II , pp. 25-31
    • Rosenblatt, M.1
  • 23
    • 61549107491 scopus 로고    scopus 로고
    • Semiparametric multivariate density estimation for positive data using copulas
    • Bouezmarni T., Rombouts J.V.K. Semiparametric multivariate density estimation for positive data using copulas. Computational Statistics & Data Analysis 2009, 53:2040-2054.
    • (2009) Computational Statistics & Data Analysis , vol.53 , pp. 2040-2054
    • Bouezmarni, T.1    Rombouts, J.V.K.2
  • 26
    • 0037567509 scopus 로고    scopus 로고
    • Szimayer, elliptical copulas: applicability and limitations
    • Frahm G., Junker M. Szimayer, elliptical copulas: applicability and limitations. Statistics & Probability Letters 2003, 63:275-286.
    • (2003) Statistics & Probability Letters , vol.63 , pp. 275-286
    • Frahm, G.1    Junker, M.2
  • 29
    • 84981731401 scopus 로고    scopus 로고
    • Wiley's Series in Probability and Statistics, New York
    • Mardia K.V., Jupp P.E. Directional statistics 1999, Wiley's Series in Probability and Statistics, New York.
    • (1999) Directional statistics
    • Mardia, K.V.1    Jupp, P.E.2
  • 30
    • 0742317987 scopus 로고
    • Remarks on recursive estimators of a probability density
    • Wegman E.J., Davies H.I. Remarks on recursive estimators of a probability density. The Annals of Statistics 1979, 7:316-327.
    • (1979) The Annals of Statistics , vol.7 , pp. 316-327
    • Wegman, E.J.1    Davies, H.I.2
  • 32
    • 77952430864 scopus 로고    scopus 로고
    • Eastern Wind Integration and Transmission Study (EWITS)
    • Information at: (accessed on Apr. 2011).
    • Eastern Wind Integration and Transmission Study (EWITS), National Renewable Energy Laboratory (NREL). Information at: (accessed on Apr. 2011). http://www.nrel.gov/wind/systemsintegration/ewits.html.
    • National Renewable Energy Laboratory (NREL)
  • 34
    • 82755172060 scopus 로고    scopus 로고
    • A description of the advanced research WRF version 2, NCAR/TN-468+STR Technical note
    • W. Skamarock, J.B. Klemp, J. Dudhia, D. Gill, D.M. Barker, W. Wang, et al, A description of the advanced research WRF version 2, NCAR/TN-468+STR Technical note, 2005.
    • (2005)
    • Skamarock, W.1    Klemp, J.B.2    Dudhia, J.3    Gill, D.4    Barker, D.M.5    Wang, W.6
  • 35
    • 34548156412 scopus 로고    scopus 로고
    • Nonparametric probabilistic forecasts of wind power: required properties and evaluation
    • Pinson P., Nielsen H.A., Moller J.K., Madsen H., Kariniotakis G. Nonparametric probabilistic forecasts of wind power: required properties and evaluation. Wind Energy 2007, 10:497-516.
    • (2007) Wind Energy , vol.10 , pp. 497-516
    • Pinson, P.1    Nielsen, H.A.2    Moller, J.K.3    Madsen, H.4    Kariniotakis, G.5
  • 36
    • 82755172061 scopus 로고    scopus 로고
    • (accessed on Apr. 2011).
    • (accessed on Apr. 2011). http://www.imm.dtu.dk/%7ehan/pub.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.