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Volumn 8, Issue 4, 2012, Pages 995-1003

An intelligent dynamic security assessment framework for power systems with wind power

Author keywords

Dynamic security assessment; extreme learning machine; intelligent system; soft computing; wind power

Indexed keywords

BENCHMARK SYSTEM; CONTROL CENTRE; DATABASE GENERATION; DYNAMIC SECURITY; DYNAMIC SECURITY ASSESSMENT; ELECTRICITY LOAD; EXTREME LEARNING MACHINE; LARGE PENETRATIONS; LOAD DEMAND; MODEL UPDATING; OFFLINE; SECURITY MONITORING; SMART GRID; TIME FRAME; WIND POWER VARIATIONS;

EID: 84867967700     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2012.2206396     Document Type: Article
Times cited : (92)

References (34)
  • 1
    • 70849120037 scopus 로고    scopus 로고
    • Office of Electric Transmission and Distribution, U. S. Dept. Energy, Washington DC [Online]
    • "Grid 2030: A national version for electricity's second 100 years," Office of Electric Transmission and Distribution, U. S. Dept. Energy, Washington, DC, 2003 [Online]. Available: http://energy.gov/sites/prod/ files/oeprod/DocumentsandMedia/Electric-Vision-Document. pdf
    • (2003) Grid 2030: A National Version for Electricity's Second 100 Years
  • 2
    • 84867956305 scopus 로고    scopus 로고
    • Vision and strategy for Europe's electricity networks of the future
    • Commission of the European, Union SmartGrids Technology Platform [Online]
    • Commission of the European, Union SmartGrids Technology Platform, "Vision and strategy for Europe's electricity networks of the future," Rep. No.EUR 22040. [Online]. Available: http://www.smartgrids.eu/documents/ vision. pdf
    • Rep. No. EUR 22040
  • 6
    • 10244279164 scopus 로고    scopus 로고
    • Influence of the variable-speed wind generators in transient stability margin of the conventional generators integrated in electrical grids
    • Dec
    • M. Nunes, J. Lopes, H. Zurn, U. Bezerra, and R. Almeida, "Influence of the variable-speed wind generators in transient stability margin of the conventional generators integrated in electrical grids," IEEE Trans. Energy Convers., vol. 19, no. 4, pp. 692-701, Dec. 2004.
    • (2004) IEEE Trans. Energy Convers , vol.19 , Issue.4 , pp. 692-701
    • Nunes, M.1    Lopes, J.2    Zurn, H.3    Bezerra, U.4    Almeida, R.5
  • 7
    • 68349150311 scopus 로고    scopus 로고
    • Impact of increased penetration of DFIG-based wind turbine generators on transient and small signal stability of power systems
    • Aug
    • D. Gautam, V. Vittal, and T. Harbour, "Impact of increased penetration of DFIG-based wind turbine generators on transient and small signal stability of power systems," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1426-1434, Aug. 2009.
    • (2009) IEEE Trans. Power Syst , vol.24 , Issue.3 , pp. 1426-1434
    • Gautam, D.1    Vittal, V.2    Harbour, T.3
  • 8
    • 79551682376 scopus 로고    scopus 로고
    • Dynamic security issues in autonomous power systems with increasing wind power penetration
    • Apr
    • I. D. Margaris, A. D. Hansen, P. Sorensen, and N. D. Hatziargyriou, "Dynamic security issues in autonomous power systems with increasing wind power penetration," Elect. Power Syst. Res., vol. 81, no. 4, pp. 880-887, Apr. 2011.
    • (2011) Elect. Power Syst. Res , vol.81 , Issue.4 , pp. 880-887
    • Margaris, I.D.1    Hansen, A.D.2    Sorensen, P.3    Hatziargyriou, N.D.4
  • 9
    • 4043101022 scopus 로고    scopus 로고
    • IEEE/cigre Joint Task Force on Stability Terms and Definitions, Definition and Classification of Power System Stability
    • May
    • "IEEE/cigre joint task force on stability terms and definitions, definition and classification of power system stability," IEEE Trans. Power Syst., vol. 19, pp. 1387-1401, May 2004.
    • (2004) IEEE Trans. Power Syst , vol.19 , pp. 1387-1401
  • 10
    • 77953335297 scopus 로고    scopus 로고
    • Speed-up the computing efficiency of power system simulator for engineeringbased power system transient stability simulations
    • May
    • K. Meng, Z. Y. Dong, K. P. Wong, Y. Xu, and F. Luo, "Speed-up the computing efficiency of power system simulator for engineeringbased power system transient stability simulations," IET Gen. Transmiss. Distrib., vol. 4, pp. 652-661, May 2010.
    • (2010) IET Gen. Transmiss. Distrib , vol.4 , pp. 652-661
    • Meng, K.1    Dong, Z.Y.2    Wong, K.P.3    Xu, Y.4    Luo, F.5
  • 11
    • 0032689405 scopus 로고    scopus 로고
    • Development of BCU classifier for on-line dynamic contingency screening of electric power systems
    • May
    • H.-D. Chiang, C. S. Wang, and H. Li, "Development of BCU classifier for on-line dynamic contingency screening of electric power systems," IEEE Trans. Power Syst., vol. 14, no. 2, pp. 660-666, May 1999.
    • (1999) IEEE Trans. Power Syst , vol.14 , Issue.2 , pp. 660-666
    • Chiang, H.-D.1    Wang, C.S.2    Li, H.3
  • 12
    • 33646357436 scopus 로고    scopus 로고
    • Power system transient stability assessment based on quadratic approximation of stability region
    • presented at the Dalian, China Aug
    • A. Xue, F. F. Wu, Y. Ni, Q. Lu, and S. Mei, "Power system transient stability assessment based on quadratic approximation of stability region," presented at the Proc. 2005 IEEE PES Transmiss. Distrib. Conf. Exhib., Dalian, China, Aug. 2005.
    • (2005) Proc. 2005 IEEE PES Transmiss. Distrib. Conf. Exhib
    • Xue, A.1    Wu, F.F.2    Ni, Y.3    Lu, Q.4    Mei, S.5
  • 13
    • 0024611003 scopus 로고
    • Extended equal-area criterion: Justifications, generalizations, applications
    • Feb
    • Y. Xue, T. V. Cutsem, and M. Pavella, "Extended equal-area criterion: justifications, generalizations, applications," IEEE Trans. Power Syst., vol. 4, no. 1, pp. 44-51, Feb. 1989.
    • (1989) IEEE Trans. Power Syst , vol.4 , Issue.1 , pp. 44-51
    • Xue, Y.1    Cutsem, T.V.2    Pavella, M.3
  • 14
    • 0019588674 scopus 로고
    • Probabilistic assessment of transient stability in a practical multimachine system
    • R. Billinton and P. R. S. Kuruganty, "Probabilistic assessment of transient stability in a practical multimachine system," IEEE Trans. Power App. Syst., vol. PAS-100, no. 7, pp. 3634-3641, 1981. (Pubitemid 12447179)
    • (1981) IEEE transactions on power apparatus and systems , vol.PAS-100 , Issue.7 , pp. 3634-3641
    • Billinton, R.1    Kuruganty, P.R.S.2
  • 16
    • 84870577634 scopus 로고    scopus 로고
    • Real-time stability assessment of electric power system with intelligent systems
    • to be published
    • Z. Y. Dong, Y. Xu, P. Zhang, and K. P. Wong, "Real-time stability assessment of electric power system with intelligent systems," IEEE Intell. Syst. Mag., 2012, to be published.
    • (2012) IEEE Intell. Syst. Mag
    • Dong, Z.Y.1    Xu, Y.2    Zhang, P.3    Wong, K.P.4
  • 17
    • 77956061246 scopus 로고    scopus 로고
    • Next-generation monitoring, analysis, and control for the future smart control center
    • Sep
    • P. Zhang, F. Li, and N. Bhatt, "Next-generation monitoring, analysis, and control for the future smart control center," IEEE Trans. Smart Grid, vol. 1, no. 2, pp. 186-192, Sep. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.2 , pp. 186-192
    • Zhang, P.1    Li, F.2    Bhatt, N.3
  • 19
    • 0031190744 scopus 로고    scopus 로고
    • Dynamic security contingency screening and ranking using neural networks
    • PII S1045922797048066
    • Y. Mansour, E. Vaahedi, and M. A. El-Sharkawi, "Dynamic security contingency screening and ranking using neural networks," IEEE Trans. Neural Netw., vol. 8, no. 4, pp. 942-950, Jul. 1997. (Pubitemid 127765152)
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.4 , pp. 942-950
    • Mansour, Y.1    Vaahedi, E.2    El-Sharkawi, M.A.3
  • 20
    • 2542625918 scopus 로고    scopus 로고
    • Support vector machines for transient stability analysis of large-scale power systems
    • May
    • L. S. Moulin, A. P. A. Silva, M. A. EI-Sharkawi, and R. J. Marks, "Support vector machines for transient stability analysis of large-scale power systems," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 818-825, May 2004.
    • (2004) IEEE Trans. Power Syst , vol.19 , Issue.2 , pp. 818-825
    • Moulin, L.S.1    Silva, A.P.A.2    Ei-Sharkawi, M.A.3    Marks, R.J.4
  • 21
    • 36348946449 scopus 로고    scopus 로고
    • An online dynamic security assessment scheme using phasor measurements and decision trees
    • DOI 10.1109/TPWRS.2007.908476
    • K. Sun, S. Likhate, V. Vittal, V. S. Kolluri, and S. Mandal, "An online dynamic security assessment scheme using phasor measurements and decision trees," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 1935-1943, Nov. 2007. (Pubitemid 350141994)
    • (2007) IEEE Transactions on Power Systems , vol.22 , Issue.4 , pp. 1935-1943
    • Sun, K.1    Likhate, S.2    Vittal, V.3    Kolluri, V.S.4    Mandal, S.5
  • 22
    • 60149086045 scopus 로고    scopus 로고
    • Development of rule-based classifiers for rapid stability assessment of wide-area post-disturbance records
    • Feb
    • I. Kamwa, S. R. Samantaray, and G. Joos, "Development of rule-based classifiers for rapid stability assessment of wide-area post-disturbance records," IEEE Trans. Power Syst., vol. 24, no. 1, pp. 258-270, Feb. 2009.
    • (2009) IEEE Trans. Power Syst , vol.24 , Issue.1 , pp. 258-270
    • Kamwa, I.1    Samantaray, S.R.2    Joos, G.3
  • 23
    • 78751482364 scopus 로고    scopus 로고
    • Transient stability assessment on China Southern Power Grid system with an improved pattern discovery-based method
    • presented at the Hangzhou, China Oct
    • Y. Xu, L. Guan, Z. Y. Dong, and K. P. Wong, "Transient stability assessment on China Southern Power Grid system with an improved pattern discovery-based method," presented at the 2010 Int. Conf. Power Syst. Tech (POWERCON), Hangzhou, China, Oct. 2010.
    • (2010) 2010 Int. Conf. Power Syst. Tech (POWERCON)
    • Xu, Y.1    Guan, L.2    Dong, Z.Y.3    Wong, K.P.4
  • 24
    • 79951521183 scopus 로고    scopus 로고
    • Real-time transient stability assessment model using extreme learning machine
    • Mar
    • Y. Xu, Z. Y. Dong, K. Meng, R. Zhang, and K. P. Wong, "Real-time transient stability assessment model using extreme learning machine," IET Gen. Trans. Distrib., vol. 5, pp. 314-322, Mar. 2011.
    • (2011) IET Gen. Trans. Distrib , vol.5 , pp. 314-322
    • Xu, Y.1    Dong, Z.Y.2    Meng, K.3    Zhang, R.4    Wong, K.P.5
  • 25
    • 77951667770 scopus 로고    scopus 로고
    • A particle swarm optimization method for power system dynamic security control
    • May
    • E. M. Voumvoulakis and N. D. Hatziargyriou, "A particle swarm optimization method for power system dynamic security control," IEEE Trans. Power Syst, vol. 25, no. 2, pp. 1032-1041, May 2010.
    • (2010) IEEE Trans. Power Syst , vol.25 , Issue.2 , pp. 1032-1041
    • Voumvoulakis, E.M.1    Hatziargyriou, N.D.2
  • 26
    • 84884855076 scopus 로고    scopus 로고
    • A decision tree-based on-line preventive control strategy for power system transient instability prevention
    • DOI: 10.1080/00207721.2011.626906
    • Y. Xu, Z. Y. Dong, R. Zhang, and K. P. Wong, "A decision tree-based on-line preventive control strategy for power system transient instability prevention," Int. J. Syst. Sci., 2011, DOI: 10. 1080/00207721. 2011. 626906.
    • (2011) Int. J. Syst. Sci
    • Xu, Y.1    Dong, Z.Y.2    Zhang, R.3    Wong, K.P.4
  • 27
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • DOI 10.1016/j.neucom.2005.12.126, PII S0925231206000385
    • G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme learning machine: theory and applications," Neurocomputing, vol. 70, pp. 489-501, 2006. (Pubitemid 44615772)
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 28
    • 33745918399 scopus 로고    scopus 로고
    • Universal approximation using incremental constructive feedforward networks with random hidden nodes
    • DOI 10.1109/TNN.2006.875977
    • G.-B. Huang, L. Chen, and C.-K. Siew, "Universal approximation using incremental constructive feedforward networks with random hidden nodes," IEEE Trans. Neural Netw., vol. 17, no. 4, pp. 879-892, Jul. 2006. (Pubitemid 44194149)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.4 , pp. 879-892
    • Huang, G.-B.1    Chen, L.2    Siew, C.-K.3
  • 29
    • 84859007933 scopus 로고    scopus 로고
    • Extreme learning machine for regression and multiclass classification
    • Apr
    • G.-B. Huang, H. Zhou, X. Ding, and R. Zhang, "Extreme learning machine for regression and multiclass classification," IEEE Trans. Syst., Man, Cybern., B: Cybern., vol. 42, no. 2, pp. 513-529, Apr. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern., B: Cybern , vol.42 , Issue.2 , pp. 513-529
    • Huang, G.-B.1    Zhou, H.2    Ding, X.3    Zhang, R.4
  • 30
    • 84867944984 scopus 로고    scopus 로고
    • The Hong Kong Polytechnic University, Kowloon, Hong Kong
    • OptiLoad User Manual. ver. 1. 0b, The Hong Kong Polytechnic University, Kowloon, Hong Kong, 2009.
    • (2009) OptiLoad User Manual. Ver. 1. 0b
  • 31
    • 4344657727 scopus 로고
    • Univ. Washington, Seattle, WA [Online]
    • "Power systems test case archive," Univ. Washington, Seattle, WA, 1993. [Online]. Available: http://www.ee. washington.edu/research/pstca/
    • (1993) Power Systems Test Case Archive
  • 33
    • 0036818538 scopus 로고    scopus 로고
    • Quantitative assessment of transient frequency deviation acceptability
    • Oct
    • T. Xu and Y. Xue, "Quantitative assessment of transient frequency deviation acceptability," J. Autom. Elect. Power Syst., vol. 26, no. 19, pp. 7-10, Oct. 2002.
    • (2002) J. Autom. Elect. Power Syst , vol.26 , Issue.19 , pp. 7-10
    • Xu, T.1    Xue, Y.2
  • 34
    • 79959814427 scopus 로고    scopus 로고
    • Security assessment for intentional island operation in modern power system
    • Sep
    • Y. Chen, Z. Xu, and J. Østergaard, "Security assessment for intentional island operation in modern power system," Electric Power Systems Res., vol. 81, no. 9, pp. 1849-1857, Sep. 2011.
    • (2011) Electric Power Systems Res , vol.81 , Issue.9 , pp. 1849-1857
    • Chen, Y.1    Xu, Z.2    Østergaard, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.