메뉴 건너뛰기




Volumn 18, Issue 2, 2003, Pages 707-715

Load profile estimation in electric transmission networks using independent component analysis

Author keywords

Blind source separation; Independent component analysis; Intelligent systems; Load estimation; Load profile; Power system state estimation; Statistical signal processing

Indexed keywords

ARTIFICIAL INTELLIGENCE; BLIND SOURCE SEPARATION; COMPETITION; COMPUTER SIMULATION; DEREGULATION; ELECTRIC POWER TRANSMISSION NETWORKS; INDEPENDENT COMPONENT ANALYSIS; KALMAN FILTERING; MATHEMATICAL MODELS; PARAMETER ESTIMATION; STATE ESTIMATION; VECTORS;

EID: 0038180715     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2003.811199     Document Type: Article
Times cited : (68)

References (32)
  • 1
    • 0003488039 scopus 로고    scopus 로고
    • T. Dillon and D. Niebur, Eds.; Leics, U.K.: CRL Publishing Ltd.
    • T. Dillon and D. Niebur, Eds., Neural Net Applications in Power Systems. Leics, U.K.: CRL Publishing Ltd., 1996.
    • (1996) Neural Net Applications in Power Systems
  • 4
    • 0014700838 scopus 로고
    • Power system static-state estimation, part I, II, and III
    • Jan.
    • F. C. Schweppe and J. Wildes, "Power system static-state estimation, Part I, II, and III," IEEE Trans. Power Apparat. Syst., vol. 89, pp. 120-135, Jan. 1970.
    • (1970) IEEE Trans. Power Apparat. Syst. , vol.89 , pp. 120-135
    • Schweppe, F.C.1    Wildes, J.2
  • 5
    • 0035505625 scopus 로고    scopus 로고
    • Analysis of massive measurement loss in large-scale power system state estimation
    • Nov.
    • C. González-Pérez and B. F. Wollenberg, "Analysis of massive measurement loss in large-scale power system state estimation," IEEE Trans. Power Syst., vol. 16, pp. 825-832, Nov. 2001.
    • (2001) IEEE Trans. Power Syst. , vol.16 , pp. 825-832
    • González-Pérez, C.1    Wollenberg, B.F.2
  • 6
    • 0026820888 scopus 로고
    • Estimation of parameter errors from measurements residuals in state estimation
    • Feb.
    • W. E. Liu, F. F. Wu, and S. Lun, "Estimation of parameter errors from measurements residuals in state estimation," IEEE Trans. Power Syst., vol. 7, pp. 81-89, Feb. 1992.
    • (1992) IEEE Trans. Power Syst. , vol.7 , pp. 81-89
    • Liu, W.E.1    Wu, F.F.2    Lun, S.3
  • 7
    • 0030211884 scopus 로고    scopus 로고
    • Real time recursive parameter estimation in energy management systems
    • Aug.
    • I. W. Slutsker, S. Mokhtari, and K. A. Clements, "Real time recursive parameter estimation in energy management systems," IEEE Trans. Power Syst., vol. 11, pp. 1393-1399, Aug. 1999.
    • (1999) IEEE Trans. Power Syst. , vol.11 , pp. 1393-1399
    • Slutsker, I.W.1    Mokhtari, S.2    Clements, K.A.3
  • 8
    • 0037890881 scopus 로고
    • Real time data processing using state estimation in electric power systems
    • E. Handschin, Ed.; Amsterdam, The Netherlands: Elsevier Pub Co.
    • E. Handschin, Ed., "Real time data processing using state estimation in electric power systems," in Real Time Control of Electric Power Systems. Amsterdam, The Netherlands: Elsevier Pub Co., 1972, pp. 29-57.
    • (1972) Real Time Control of Electric Power Systems , pp. 29-57
  • 9
    • 0028480212 scopus 로고
    • State estimation for real-time monitoring of distribution systems
    • Aug.
    • M. E. Baran and A. W. Kelly, "State estimation for real-time monitoring of distribution systems," IEEE Trans. Power Syst., vol. 9, pp. 1601-1609, Aug. 1994.
    • (1994) IEEE Trans. Power Syst. , vol.9 , pp. 1601-1609
    • Baran, M.E.1    Kelly, A.W.2
  • 10
    • 0031119329 scopus 로고    scopus 로고
    • Load modeling for distribution circuit state estimation
    • Apr.
    • A. K. Ghosh, D. L. Lubkeman, and R. H. Jones, "Load modeling for distribution circuit state estimation," IEEE Trans. Power Delivery, vol. 12, pp. 999-1005, Apr. 1997.
    • (1997) IEEE Trans. Power Delivery , vol.12 , pp. 999-1005
    • Ghosh, A.K.1    Lubkeman, D.L.2    Jones, R.H.3
  • 11
    • 0036086120 scopus 로고    scopus 로고
    • Exploring independent component analysis for electric load profiling
    • HI, May 12-17
    • H. Liao and D. Niebur, "Exploring independent component analysis for electric load profiling," in Proc. Int. Joint Conf. on Neural Networks, vol. 3, HI, May 12-17, 2002.
    • (2002) Proc. Int. Joint Conf. on Neural Networks , vol.3
    • Liao, H.1    Niebur, D.2
  • 13
    • 0038228339 scopus 로고    scopus 로고
    • A zonal estimation method for unbalanced radial distribution networks
    • to be published
    • J. Wan and K. Miu, "A zonal estimation method for unbalanced radial distribution networks," IEEE Trans. Power Syst., to be published.
    • IEEE Trans. Power Syst.
    • Wan, J.1    Miu, K.2
  • 14
    • 0005908120 scopus 로고    scopus 로고
    • Special issue on blind system identification and estimation
    • Oct.
    • "Special issue on blind system identification and estimation," IEEE Proc., vol. 89, no. 10, Oct. 1998.
    • (1998) IEEE Proc. , vol.89 , Issue.10
  • 15
    • 0028416938 scopus 로고
    • Independent component analysis-A new concept?
    • P. Comon, "Independent component analysis-A new concept?" Signal Processing, vol. 36, pp. 287-314, 1994.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 17
    • 0000466122 scopus 로고    scopus 로고
    • Survey on independent component analysis
    • A. Hyvärinen, "Survey on independent component analysis," Neural Comput. Surveys, vol. 2, pp. 94-128, 1999.
    • (1999) Neural Comput. Surveys , vol.2 , pp. 94-128
    • Hyvärinen, A.1
  • 19
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • May
    • A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Networks, vol. 10, pp. 626-634, May 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 626-634
    • Hyvärinen, A.1
  • 20
    • 0002589666 scopus 로고    scopus 로고
    • Overdetermined blind source separation: Using more sensors than source signals in a noisy mixture
    • M. Joho, H. Mathis, and R. H. Lambert, "Overdetermined blind source separation: Using more sensors than source signals in a noisy mixture," in ICA2000, Helsinki, Finland, June 19-22, 2000, pp. 81-89.
    • ICA2000, Helsinki, Finland, June 19-22, 2000 , pp. 81-89
    • Joho, M.1    Mathis, H.2    Lambert, R.H.3
  • 21
    • 0032202877 scopus 로고    scopus 로고
    • Defining intra- and interhour load swings
    • Nov.
    • E. Hirst and B. Kirby, "Defining intra- and interhour load swings," IEEE Trans. Power Syst., vol. 13, pp. 1379-1385, Nov. 1998.
    • (1998) IEEE Trans. Power Syst. , vol.13 , pp. 1379-1385
    • Hirst, E.1    Kirby, B.2
  • 23
    • 0038567125 scopus 로고    scopus 로고
    • New York ISO: Real Time Actual Load Data, From OASIS of NYISO. [Online]
    • New York ISO: Real Time Actual Load Data, From OASIS of NYISO. [Online]. Available: http://www.nyiso.com
  • 25
    • 0037890875 scopus 로고    scopus 로고
    • [Online]
    • [Online]. Available: www.rer.com
  • 26
    • 0038567127 scopus 로고    scopus 로고
    • Revised Load Profile History. The Electric Reliability Council of Texas, Inc. (ERCOT). [Online]
    • Revised Load Profile History. The Electric Reliability Council of Texas, Inc. (ERCOT). [Online]. Available: http://www.ercot.com/texaschoiceprogram
  • 27
    • 0023827669 scopus 로고
    • Forecasting distribution feeder loads: Modeling and application to volt/var control
    • Jan.
    • S. Civanlar and J. J. Grainger, "Forecasting distribution feeder loads: Modeling and application to volt/var control," IEEE Trans. Power Delivery, vol. 3, pp. 255-264, Jan. 1988.
    • (1988) IEEE Trans. Power Delivery , vol.3 , pp. 255-264
    • Civanlar, S.1    Grainger, J.J.2
  • 29
    • 0032205626 scopus 로고    scopus 로고
    • Generator response to intrahour load fluctuations
    • Nov.
    • B. Kirby and E. Hirst, "Generator response to intrahour load fluctuations," IEEE Trans. Power Syst., vol. 13, pp. 1373-1378, Nov. 1998.
    • (1998) IEEE Trans. Power Syst. , vol.13 , pp. 1373-1378
    • Kirby, B.1    Hirst, E.2
  • 30
    • 0034222304 scopus 로고    scopus 로고
    • Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces
    • A. Hyvarinen and P. O. Hoyer, "Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces," Neural Comput., vol. 12, no. 7, pp. 1705-1720, 2000.
    • (2000) Neural Comput. , vol.12 , Issue.7 , pp. 1705-1720
    • Hyvarinen, A.1    Hoyer, P.O.2
  • 31
    • 0001109258 scopus 로고    scopus 로고
    • Blind extraction of singularly mixed source signals
    • Nov.
    • Y. Li, J. Wang, and J. M. Zurada, "Blind extraction of singularly mixed source signals," IEEE Trans. Neural Networks, vol. 11, pp. 1413-1422, Nov. 2000.
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 1413-1422
    • Li, Y.1    Wang, J.2    Zurada, J.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.