메뉴 건너뛰기




Volumn , Issue , 2010, Pages 555-560

Wind power forecasting and integration to power grids

Author keywords

Power grids; Wind power; Wind power forecasting

Indexed keywords

GENERATION SCHEDULING; GREEN POWER SYSTEM; GRID INTEGRATION; POWER GRIDS; POWER SYSTEM STABILITY; POWER SYSTEMS; SECURITY PROBLEMS; WIND FARM; WIND POWER FORECASTING; WIND POWER PENETRATION;

EID: 77956579251     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICGCS.2010.5542999     Document Type: Conference Paper
Times cited : (12)

References (52)
  • 4
    • 33746609365 scopus 로고    scopus 로고
    • China's energy and environment
    • Jul./Aug.
    • F. F. Wu, J. Zhong, and L. Zhang, "China's energy and environment," IEEE Power Energy Mag., vol. 4, no. 4, pp. 20-31, Jul./Aug. 2006.
    • (2006) IEEE Power Energy Mag. , vol.4 , Issue.4 , pp. 20-31
    • Wu, F.F.1    Zhong, J.2    Zhang, L.3
  • 8
    • 33947303690 scopus 로고    scopus 로고
    • An advanced statistical method for wind power forecasting
    • Feb.
    • G. Sideratos and N. D. Hatziargyriou, "An advanced statistical method for wind power forecasting," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 258-265, Feb. 2007.
    • (2007) IEEE Trans. Power Syst. , vol.22 , Issue.1 , pp. 258-265
    • Sideratos, G.1    Hatziargyriou, N.D.2
  • 9
    • 70350707612 scopus 로고    scopus 로고
    • Entropy and correntropy against minimum square error in offline and online three-day ahead wind power forecasting
    • Nov.
    • R. J. Bessa, V. Miranda, and J. Gama, "Entropy and correntropy against minimum square error in offline and online three-day ahead wind power forecasting," IEEE Trans. Power Syst., vol. 24, no. 4, pp. 1657-1666, Nov. 2009.
    • (2009) IEEE Trans. Power Syst. , vol.24 , Issue.4 , pp. 1657-1666
    • Bessa, R.J.1    Miranda, V.2    Gama, J.3
  • 10
    • 70049094192 scopus 로고    scopus 로고
    • Wind power density forecasting using ensemble predictions and time series models
    • Sept.
    • J. W. Taylor, P. E. McSharry, and R. Buizza, "Wind power density forecasting using ensemble predictions and time series models," IEEE Trans. Energy Conver, vol. 24, no. 3, pp. 775-782, Sept. 2009.
    • (2009) IEEE Trans. Energy Conver , vol.24 , Issue.3 , pp. 775-782
    • Taylor, J.W.1    McSharry, P.E.2    Buizza, R.3
  • 12
    • 36749022145 scopus 로고    scopus 로고
    • An integration of ANN wind power estimation into unit commitment considering the forecasting uncertainty
    • Nov/Dec.
    • K. Methaprayoon, C. Yingvivatanapong, L. Wei-Jen, and J. R. Liao, "An integration of ANN wind power estimation into unit commitment considering the forecasting uncertainty," IEEE Trans. Ind. Appl, vol. 43, no. 6, pp. 1441-1448, Nov/Dec. 2007.
    • (2007) IEEE Trans. Ind. Appl , vol.43 , Issue.6 , pp. 1441-1448
    • Methaprayoon, K.1    Yingvivatanapong, C.2    Wei-Jen, L.3    Liao, J.R.4
  • 14
    • 33646352206 scopus 로고    scopus 로고
    • Very short-term wind forecasting for tasmanian power generation
    • May
    • C. W. Potter and M. Negnevitsky, "Very short-term wind forecasting for Tasmanian power generation," IEEE Trans. Power Syst., vol. 21, no. 2, pp. 965-972, May. 2006.
    • (2006) IEEE Trans. Power Syst. , vol.21 , Issue.2 , pp. 965-972
    • Potter, C.W.1    Negnevitsky, M.2
  • 15
    • 33747600422 scopus 로고    scopus 로고
    • Minimization of imbalance cost trading wind power on the short-term power market
    • Aug.
    • J. Matevosyan and L. Soder, "Minimization of imbalance cost trading wind power on the short-term power market," IEEE Trans. Power Syst., vol. 21, no. 3, pp. 1396-1404, Aug. 2006.
    • (2006) IEEE Trans. Power Syst. , vol.21 , Issue.3 , pp. 1396-1404
    • Matevosyan, J.1    Soder, L.2
  • 16
    • 24944575302 scopus 로고    scopus 로고
    • Assessment of the cost associated with wind generation prediction errors in a liberalized electricity market
    • Aug.
    • A. Fabbri, T. GomezSanRoman, J. RivierAbbad, and V. H. MendezQuezada, "Assessment of the cost associated with wind generation prediction errors in a liberalized electricity market," IEEE Trans. Power Syst., vol. 20, no. 3, pp. 1440-1446, Aug. 2005.
    • (2005) IEEE Trans. Power Syst. , vol.20 , Issue.3 , pp. 1440-1446
    • Fabbri, A.1    GomezSanRoman, T.2    RivierAbbad, J.3    MendezQuezada, V.H.4
  • 17
    • 0030418613 scopus 로고    scopus 로고
    • Wind power forecasting using advanced neural networks models
    • Dec.
    • G. N. Kariniotakis, G. S. Stavrakakis, and E. F. Nogaret, "Wind power forecasting using advanced neural networks models," IEEE Trans. Energy Cornier, vol. 11, no. 4, pp. 762-767, Dec. 1996.
    • (1996) IEEE Trans. Energy Cornier , vol.11 , Issue.4 , pp. 762-767
    • Kariniotakis, G.N.1    Stavrakakis, G.S.2    Nogaret, E.F.3
  • 19
    • 37249072865 scopus 로고    scopus 로고
    • Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model, part II: Performance evaluation
    • DOI 10.1109/TGRS.2007.908299
    • C. Surussavadee and D. H. Staelin, "Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model, part II: performance evaluation," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 1, pp. 109-118, Jan. 2008. (Pubitemid 350281144)
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.1 , pp. 109-118
    • Surussavadee, C.1    Staelin, D.H.2
  • 20
    • 37249011883 scopus 로고    scopus 로고
    • Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model, part I: Retrieval design
    • DOI 10.1109/TGRS.2007.908302
    • C. Surussavadee and D. H. Staelin, "Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model, part I: retrieval design," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 1, pp. 99-108, Jan. 2008. (Pubitemid 350281143)
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.1 , pp. 99-108
    • Surussavadee, C.1    Staelin, D.H.2
  • 21
    • 33244487888 scopus 로고    scopus 로고
    • An evaluation of the potential of polarimetric radiometry for numerical weather prediction using QuikSCAT
    • Mar.
    • S. J. English, B. Candy, A. Jupp, D. Bebbington, S. Smith, and A. Holt, "An evaluation of the potential of polarimetric radiometry for numerical weather prediction using QuikSCAT," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 3, pp. 668-675, Mar. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.3 , pp. 668-675
    • English, S.J.1    Candy, B.2    Jupp, A.3    Bebbington, D.4    Smith, S.5    Holt, A.6
  • 23
    • 0034227174 scopus 로고    scopus 로고
    • ERS scatterometer wind data impact on ECMWF's tropical cyclone forecasts
    • Jul.
    • L. Isaksen and A. Stoffelen, "ERS scatterometer wind data impact on ECMWF's tropical cyclone forecasts," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 4, pp. 1885-1892, Jul. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.4 , pp. 1885-1892
    • Isaksen, L.1    Stoffelen, A.2
  • 24
    • 0034224534 scopus 로고    scopus 로고
    • On the assimilation of ku-band scatterometer winds for weather analysis and forecasting
    • Jul.
    • J. Figa and A. Stoffelen, "On the assimilation of Ku-band scatterometer winds for weather analysis and forecasting," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 4, pp. 1893-1902, Jul. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.4 , pp. 1893-1902
    • Figa, J.1    Stoffelen, A.2
  • 25
    • 0032207961 scopus 로고    scopus 로고
    • Ocean surface wind speed and direction retrievals from the SSM/I
    • Nov.
    • P. S. Chang and L. Li, "Ocean surface wind speed and direction retrievals from the SSM/I," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 6, pp. 1866-1871, Nov. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens. , vol.36 , Issue.6 , pp. 1866-1871
    • Chang, P.S.1    Li, L.2
  • 26
    • 84893842384 scopus 로고    scopus 로고
    • Synergetic use of radar and optical satellite images to support severe storm prediction for offshore wind farming
    • IEEE Journal of Mar.
    • S. Brusch, S. Lehner, and J. Schulz-Stellenfleth, "Synergetic use of radar and optical satellite images to support severe storm prediction for offshore wind farming," Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, vol. 1, no. 1, pp. 57-66, Mar. 2008.
    • (2008) Selected Topics in Applied Earth Observations and Remote Sensing , vol.1 , Issue.1 , pp. 57-66
    • Brusch, S.1    Lehner, S.2    Schulz-Stellenfleth, J.3
  • 27
    • 0034228706 scopus 로고    scopus 로고
    • Polarimetric scatterometry: A promising technique for improving ocean surface wind measurements from space
    • Jul.
    • W.-Y. Tsai, S. V. Nghiem, J. N. Huddleston, M. W. Spencer, B. W. Stiles, and R. D. West, "Polarimetric scatterometry: a promising technique for improving ocean surface wind measurements from space," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 4, pp. 1903-1921, Jul. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.4 , pp. 1903-1921
    • Tsai, W.-Y.1    Nghiem, S.V.2    Huddleston, J.N.3    Spencer, M.W.4    Stiles, B.W.5    West, R.D.6
  • 29
    • 2942570109 scopus 로고    scopus 로고
    • A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation
    • Jun.
    • I. G. Damousis, M. C. Alexiadis, J. B. Theocharis, and P. S. Dokopoulos, "A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation," IEEE Trans. Energy Conver, vol. 19, no. 2, pp. 352-361, Jun. 2004.
    • (2004) IEEE Trans. Energy Conver , vol.19 , Issue.2 , pp. 352-361
    • Damousis, I.G.1    Alexiadis, M.C.2    Theocharis, J.B.3    Dokopoulos, P.S.4
  • 30
    • 33847696535 scopus 로고    scopus 로고
    • A c-band wind/rain backscatter model
    • Mar.
    • C. Nie and G. L. David, "A c-band wind/rain backscatter model," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 3, pp. 621-631, Mar. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.3 , pp. 621-631
    • Nie, C.1    David, G.L.2
  • 31
    • 33244470907 scopus 로고    scopus 로고
    • Long-term wind speed and power forecasting using local recurrent neural network models
    • Mar.
    • T. G. Barbounis, J. B. Theocharis, M. C. Alexiadis, and P. S. Dokopoulos, "Long-term wind speed and power forecasting using local recurrent neural network models," IEEE Trans. Energy Conver, vol. 21, no. 1, pp. 273-284, Mar. 2006.
    • (2006) IEEE Trans. Energy Conver , vol.21 , Issue.1 , pp. 273-284
    • Barbounis, T.G.1    Theocharis, J.B.2    Alexiadis, M.C.3    Dokopoulos, P.S.4
  • 32
    • 33645659220 scopus 로고    scopus 로고
    • The future of wind forecasting and utility operations
    • NoWDec.
    • Ahlstrom, L. Jones, R. Zavadil, and W. Grant, "The future of wind forecasting and utility operations," IEEE Power Energy Mag., vol. 3, no. 6, pp. 57-64, NoWDec. 2005.
    • (2005) IEEE Power Energy Mag. , vol.3 , Issue.6 , pp. 57-64
    • Jones, A.L.1    Zavadil, R.2    Grant, W.3
  • 33
    • 0141514581 scopus 로고    scopus 로고
    • On the relative contribution of wind and mass observations in numerical weather forecasting
    • Aug.
    • M. D. Tsyroulnikov, "On the relative contribution of wind and mass observations in numerical weather forecasting," Dynam. Atmos. Oceans., vol. 37, no. 2, pp. 89-112, Aug. 2003.
    • (2003) Dynam. Atmos. Oceans. , vol.37 , Issue.2 , pp. 89-112
    • Tsyroulnikov, M.D.1
  • 34
    • 77956604506 scopus 로고    scopus 로고
    • Regional mapping of the offshore wind resource: Towards a significant contribution from space-borne synthetic aperture radars
    • IEEE Journal of Mar.
    • P. Beaucage, M. Bernier, G. Lafrance, and J. Choisnard, "Regional mapping of the offshore wind resource: towards a significant contribution from space-borne synthetic aperture radars," Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, vol. 1, no. 1, pp. 48-56, Mar. 2008.
    • (2008) Selected Topics in Applied Earth Observations and Remote Sensing , vol.1 , Issue.1 , pp. 48-56
    • Beaucage, P.1    Bernier, M.2    Lafrance, G.3    Choisnard, J.4
  • 35
    • 33947655421 scopus 로고    scopus 로고
    • Impacts of wind power on thermal generation unit commitment and dispatch
    • Mar.
    • B. C. Ummels, M. Gibescu, E. Pelgrum, W. L. Kling, and A. J. Brand, "Impacts of wind power on thermal generation unit commitment and dispatch," IEEE Trans. Energy Conver, vol. 22, no. 1, pp. 44-51, Mar. 2007.
    • (2007) IEEE Trans. Energy Conver , vol.22 , Issue.1 , pp. 44-51
    • Ummels, B.C.1    Gibescu, M.2    Pelgrum, E.3    Kling, W.L.4    Brand, A.J.5
  • 36
    • 20444437286 scopus 로고    scopus 로고
    • Forecast of hourly average wind speed with ARMA models in navarre (Spain)
    • Jul.
    • J. L. Torres, A. Garca, M. De Blas, and A. De Francisco, "Forecast of hourly average wind speed with ARMA models in Navarre (Spain)," Sol. Energy, vol. 79, no. 1, pp. 65-77, Jul. 2005.
    • (2005) Sol. Energy , vol.79 , Issue.1 , pp. 65-77
    • Torres, J.L.1    Garca, A.2    De Blas, M.3    De Francisco, A.4
  • 37
    • 34648852323 scopus 로고    scopus 로고
    • Locally recurrent neural networks for wind speed prediction using spatial correlation
    • Dec.
    • T. G. Barbounis and J. B. Theocharis, "Locally recurrent neural networks for wind speed prediction using spatial correlation," Inform. Sciences, vol. 177, no. 24, pp. 5775-5797, Dec. 2007.
    • (2007) Inform. Sciences , vol.177 , Issue.24 , pp. 5775-5797
    • Barbounis, T.G.1    Theocharis, J.B.2
  • 38
    • 29444457388 scopus 로고    scopus 로고
    • Locally recurrent neural networks for long-term wind speed and power prediction
    • Jan.
    • T. G. Barbounis and J. B. Theocharis, "Locally recurrent neural networks for long-term wind speed and power prediction," Neurocomputing, vol. 69, no. 4-6, pp. 466-496, Jan. 2006.
    • (2006) Neurocomputing , vol.69 , Issue.4-6 , pp. 466-496
    • Barbounis, T.G.1    Theocharis, J.B.2
  • 39
    • 58949103845 scopus 로고    scopus 로고
    • Day-ahead wind speed forecasting using f-ARIMA models
    • May
    • R. G. Kavasseri and K. Seetharaman, "Day-ahead wind speed forecasting using f-ARIMA models," Renew. Energ., vol. 34, no. 5, pp. 1388-1393, May. 2009.
    • (2009) Renew. Energ. , vol.34 , Issue.5 , pp. 1388-1393
    • Kavasseri, R.G.1    Seetharaman, K.2
  • 40
    • 7244249930 scopus 로고    scopus 로고
    • Probabilistic forecasting of the 3-h ap index
    • IEEE Transactions on Aug.
    • R. L. McPherron, G. Siscoe, and N. Arge, "Probabilistic forecasting of the 3-h ap index," Plasma Science, IEEE Transactions on, vol. 32, no. 4, pp. 1425-1438, Aug. 2004.
    • (2004) Plasma Science , vol.32 , Issue.4 , pp. 1425-1438
    • McPherron, R.L.1    Siscoe, G.2    Arge, N.3
  • 41
    • 0034462789 scopus 로고    scopus 로고
    • System identification, modeling, and prediction for space weather environments
    • IEEE Transactions on Dec.
    • D. Vassiliadis, "System identification, modeling, and prediction for space weather environments," Plasma Science, IEEE Transactions on, vol. 28, no. 6, pp. 1944-1955, Dec. 2000.
    • (2000) Plasma Science , vol.28 , Issue.6 , pp. 1944-1955
    • Vassiliadis, D.1
  • 43
    • 19144369129 scopus 로고    scopus 로고
    • On the uncertainty of wind power predictions - Analysis of the forecast accuracy and statistical distribution of errors
    • May
    • M. Lange, "On the Uncertainty of Wind Power Predictions - Analysis of the Forecast Accuracy and Statistical Distribution of Errors," Journal of Solar Energy Engineering, vol. 127, no. 2, pp. 177-184, May. 2005.
    • (2005) Journal of Solar Energy Engineering , vol.127 , Issue.2 , pp. 177-184
    • Lange, M.1
  • 44
    • 70350557636 scopus 로고    scopus 로고
    • Fuzzy MILP unit commitment incorporating wind generators
    • Nov.
    • B. Venkatesh, Y. Peng, H. B. Gooi, and C. Dechen, "Fuzzy MILP unit commitment incorporating wind generators," IEEE Trans. Power Syst., vol. 23, no. 4, pp. 1738-1746, Nov. 2008.
    • (2008) IEEE Trans. Power Syst. , vol.23 , Issue.4 , pp. 1738-1746
    • Venkatesh, B.1    Peng, Y.2    Gooi, H.B.3    Dechen, C.4
  • 45
    • 77956604757 scopus 로고    scopus 로고
    • Optimal participation and risk mitigation of wind generators in an electricity market
    • Feb.
    • A. Dukpa, I. Duggal, B. Venkatesh, and L. Chang, "Optimal participation and risk mitigation of wind generators in an electricity market," Renewable Power Generation, IET, vol. 4, no. 2, pp. 165-175, Feb. 2010.
    • (2010) Renewable Power Generation, IET , vol.4 , Issue.2 , pp. 165-175
    • Dukpa, A.1    Duggal, I.2    Venkatesh, B.3    Chang, L.4
  • 46
    • 67349225799 scopus 로고    scopus 로고
    • Unit commitment for systems with significant wind penetration
    • May
    • A. Tuohy, P. Meibom, E. Denny, and M. O'Malley, "Unit commitment for systems with significant wind penetration," IEEE Trans. Power Syst., vol. 24, no. 2, pp. 592-601, May. 2009.
    • (2009) IEEE Trans. Power Syst. , vol.24 , Issue.2 , pp. 592-601
    • Tuohy, A.1    Meibom, P.2    Denny, E.3    O'Malley, M.4
  • 47
    • 49249095955 scopus 로고    scopus 로고
    • Security-constrained unit commitment with volatile wind power generation
    • Aug.
    • J. Wang, M. Shahidehpour, and Z. Li, "Security-constrained unit commitment with volatile wind power generation," IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1319-1327, Aug. 2008.
    • (2008) IEEE Trans. Power Syst. , vol.23 , Issue.3 , pp. 1319-1327
    • Wang, J.1    Shahidehpour, M.2    Li, Z.3
  • 48
    • 34548657445 scopus 로고    scopus 로고
    • Distributed generation as a balancing resource for wind generation
    • Sept.
    • J. Kennedy, B. Fox, and D. J. Morrow, "Distributed generation as a balancing resource for wind generation," Renewable Power Generation, IET, vol. 1, no. 3, pp. 167-174, Sept. 2007.
    • (2007) Renewable Power Generation, IET , vol.1 , Issue.3 , pp. 167-174
    • Kennedy, J.1    Fox, B.2    Morrow, D.J.3
  • 49
    • 60149087287 scopus 로고    scopus 로고
    • Estimating the spinning reserve requirements in systems with significant wind power generation penetration
    • Feb.
    • M. A. Ortega-Vazquez and D. S. Kirschen, "Estimating the spinning reserve requirements in systems with significant wind power generation penetration," IEEE Trans. Power Syst., vol. 24, no. 1, pp. 114-124, Feb. 2009.
    • (2009) IEEE Trans. Power Syst. , vol.24 , Issue.1 , pp. 114-124
    • Ortega-Vazquez, M.A.1    Kirschen, D.S.2
  • 50
    • 36349000747 scopus 로고    scopus 로고
    • A fuzzy-optimization approach for generation scheduling with wind and solar energy systems
    • Nov.
    • L. Ruey-Hsun and L. Jian-Hao, "A fuzzy-optimization approach for generation scheduling with wind and solar energy systems," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 1665-1674, Nov. 2007.
    • (2007) IEEE Trans. Power Syst. , vol.22 , Issue.4 , pp. 1665-1674
    • Ruey-Hsun, L.1    Jian-Hao, L.2
  • 51
    • 0027594442 scopus 로고
    • Reserve margin planning in a wind-hydro-thermal power system
    • May
    • L. Soder, "Reserve margin planning in a wind-hydro-thermal power system," IEEE Trans. Power Syst., vol. 8, no. 2, pp. 564-571, May. 1993.
    • (1993) IEEE Trans. Power Syst. , vol.8 , Issue.2 , pp. 564-571
    • Soder, L.1
  • 52
    • 70949096362 scopus 로고    scopus 로고
    • Up with wind
    • NoWDec. currently with the University of Hong Kong, Hong Kong, as a research assistant professor
    • D. Corbus, D. Lew, G. Jordan, W. Winters, F. Van Hull, J. Manobianco, and B. Zavadil, "Up with wind," IEEE Power Energy Mag., vol. 7, no. 6, pp. 36-46, NoWDec. 2009. currently with the University of Hong Kong, Hong Kong, as a research assistant professor.
    • (2009) IEEE Power Energy Mag. , vol.7 , Issue.6 , pp. 36-46
    • Corbus, D.1    Lew, D.2    Jordan, G.3    Winters, W.4    Van Hull, F.5    Manobianco, J.6    Zavadil, B.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.