메뉴 건너뛰기




Volumn 29, Issue 6, 2014, Pages 2681-2695

Synchrophasor data baselining and mining for online monitoring of dynamic security limits

Author keywords

Baselining; clustering; data mining; dynamic security assessment (DSA); partitioning around medoids (PAM); phasor measurement unit (PMU); random forest (RF); security monitoring; synchrophasor; system reliability

Indexed keywords

BASELINING; CLUSTERING; DYNAMIC SECURITY ASSESSMENT; PARTITIONING AROUND MEDOIDS; RANDOM FORESTS; SECURITY MONITORING; SYNCHROPHASORS; SYSTEM RELIABILITY;

EID: 84908298926     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2014.2312418     Document Type: Article
Times cited : (44)

References (46)
  • 1
    • 84908310876 scopus 로고    scopus 로고
    • Reliability Standards for Quebec Interconnection, May 28
    • Reliability Standards for Quebec Interconnection, May 28, 2009 [Online].Available: http://www.regie-energie.qc.ca/audiences/3699-09/Demande-3699-09/B-1-HQCME-2Doc1-3699-02juin09.pdf
    • (2009)
  • 2
    • 0031191634 scopus 로고    scopus 로고
    • Enhancing power system security control
    • Jul.
    • T. E. Dy-Liacco, "Enhancing power system security control, " IEEE Comput. Applicat. Power, vol. 10, no. 3, pp. 38-41, Jul. 1997.
    • (1997) IEEE Comput. Applicat. Power , vol.10 , Issue.3 , pp. 38-41
    • Dy-Liacco, T.E.1
  • 6
    • 84908299058 scopus 로고    scopus 로고
    • Jun. 4
    • System Operating Limits Methodology for the Operations Horizon, Jun. 4, 2012 [Online]. Available: http://www.wecc.biz/awareness/Reliability/WECC%20RC%20Operating%20Pro-cedures/WECC%20RC%20-%20SOL%20Method-ology%20for%20the%20Operations%20Horizon.pdf
    • (2012) System Operating Limits Methodology for the Operations Horizon
  • 8
    • 50849107008 scopus 로고    scopus 로고
    • A new approach to constructing seasonal nomograms in planning and operations environments at Idaho Power Co
    • Jul. 1-5
    • M. Papic, M. Y. Vaiman, M. M. Vaiman, and M. Povolotskiy, "A new approach to constructing seasonal nomograms in planning and operations environments at Idaho Power Co., " in Proc. 2007 IEEE Lausanne Power Tech., Jul. 1-5, 2007, pp. 1320-1325.
    • (2007) Proc. 2007 IEEE Lausanne Power Tech , pp. 1320-1325
    • Papic, M.1    Vaiman, M.Y.2    Vaiman, M.M.3    Povolotskiy, M.4
  • 9
    • 0032628910 scopus 로고    scopus 로고
    • Composite security boundary visualization
    • May
    • C. Zhou and J. D. McCalley, "Composite security boundary visualization, " IEEE Trans. Power Syst., vol. 14, no. 2, pp. 725-731, May 1999.
    • (1999) IEEE Trans. Power Syst. , vol.14 , Issue.2 , pp. 725-731
    • Zhou, C.1    McCalley, J.D.2
  • 14
    • 84908285384 scopus 로고    scopus 로고
    • NASPI Update and Technology Roadmap, Dec. 13
    • NASPI Update and Technology Roadmap, Dec. 13, 2011 [Online]. Available: https://www.naspi.org/File.aspx?fileID=539
    • (2011)
  • 15
    • 85010195093 scopus 로고    scopus 로고
    • Syn-chrophasor Technologies and Their Deployment in the Recovery Act Smart Grid Smart Program, Aug.
    • "DOE office of electricity delivery and energy reliability, " Syn-chrophasor Technologies and Their Deployment in the Recovery Act Smart Grid Smart Program, Aug. 2013 [Online]. Available: http://www.smartgrid.gov/sites/default/files/doc/files/Syn-chrophasor%20Report%2008%2009%202013%20DOE%20(2)%20 version-0.pdf
    • (2013) DOE Office of Electricity Delivery and Energy Reliability
  • 16
    • 63349102475 scopus 로고    scopus 로고
    • Real time dynamics monitoring system (RTDMS): Phasor applications for the control room
    • Jan. 5-8
    • M. Parashar and J. Mo, "Real time dynamics monitoring system (RTDMS): Phasor applications for the control room, " in Proc. 42nd Hawaii Int. Conf. System Sciences, Jan. 5-8, 2009, pp. 1-11.
    • (2009) In Proc. 42nd Hawaii Int. Conf. System Sciences , pp. 1-11
    • Parashar, M.1    Mo, J.2
  • 17
    • 84908307789 scopus 로고    scopus 로고
    • Wide-Area Early Warning Systems
    • K. Iniewski, Ed. New York, NY, USA: McGraw-Hill ch. 4
    • I. Kamwa, "Wide-Area Early Warning Systems, " in Smart Grid Infrastructure and Networking, K. Iniewski, Ed. New York, NY, USA: McGraw-Hill, 2013, ch. 4, pp. 53-103.
    • (2013) In Smart Grid Infrastructure and Networking , pp. 53-103
    • Kamwa, I.1
  • 18
    • 77957325730 scopus 로고    scopus 로고
    • Ensemble decision trees for phasor measurement unit-based wide-area security assessment in the operations time frame
    • Dec.
    • S. R. Samantaray, I. Kamwa, and G. Joos, "Ensemble decision trees for phasor measurement unit-based wide-area security assessment in the operations time frame, " IET Gen., Transm., Distrib., vol. 4, no. 12, pp. 1334-1348, Dec. 2010.
    • (2010) IET Gen., Transm., Distrib. , vol.4 , Issue.12 , pp. 1334-1348
    • Samantaray, S.R.1    Kamwa, I.2    Joos, G.3
  • 20
    • 84908292716 scopus 로고    scopus 로고
    • Computation of margins to power system loadability limits using phasor measurement unit data
    • San Diego, CA, USA, Jul.
    • P. W. Sauer, "Computation of margins to power system loadability limits using phasor measurement unit data, " in Proc. 2011 IEEE PES General Meeting, Presentation at the DSA WG, San Diego, CA, USA, Jul. 2011 [Online]. Available: http://ewh.ieee.org/soc/pes/psdpc/docu-ments/Sauer-4DSA.pdf
    • (2011) Proc. 2011 IEEE PES General Meeting, Presentation at the DSA WG
    • Sauer, P.W.1
  • 21
    • 84908275425 scopus 로고    scopus 로고
    • Case Study: Disturbance event comparing PMU and SE voltage angle difference in ERCOT
    • P. Shrestha, "Case Study: Disturbance event comparing PMU and SE voltage angle difference in ERCOT, " Power Point Presentation [Online]. Available: http://www.ercot.com/con-tent/meetings/other/keydocs/2012/20121116-FUTURE/compari-sion-of-PMU-and-SE-voltage-angle-difference-in-ERCOT-.ppt
    • Power Point Presentation
    • Shrestha, P.1
  • 22
    • 84908287947 scopus 로고    scopus 로고
    • Eastern interconnection wide area synchrophasor angles baselining study
    • Toronto, ON, Canada, Jun. 7
    • M. Patel, NERC Planning Committee, "Eastern interconnection wide area synchrophasor angles baselining study, " in Proc. NASPI Meeting, Toronto, ON, Canada, Jun. 7, 2011.
    • (2011) In Proc. NASPI Meeting
    • Patel, M.1
  • 23
    • 84857933389 scopus 로고    scopus 로고
    • Investigation of phase angle differences using statistical analysis of real world state estimator data
    • Jan.
    • T. A. Ferryman and B. G. Amidan, "Investigation of phase angle differences using statistical analysis of real world state estimator data, " in Proc. 45th Hawaii Int. Conf. System Sciences, Jan. 2012, pp. 2062-2071.
    • (2012) In Proc. 45th Hawaii Int. Conf. System Sciences , pp. 2062-2071
    • Ferryman, T.A.1    Amidan, B.G.2
  • 24
    • 84908266390 scopus 로고    scopus 로고
    • Multiagent stochastic simulation of minute-to-minute grid operations and control to integrate wind generation under AC power flow constraints
    • Oct.
    • M. de Montigny, A. Heniche, I. Kamwa, L. Cauchon, R. Mailhot, S. Lebeau, D. Lefebvre, and L. Bernier, "Multiagent stochastic simulation of minute-to-minute grid operations and control to integrate wind generation under AC power flow constraints, " IEEE Trans. Sustain. Energy, vol. 3, no. 4, pp. 868-879, Oct. 2012.
    • (2012) IEEE Trans. Sustain. Energy , vol.3 , Issue.4 , pp. 868-879
    • De Montigny, M.1    Heniche, A.2    Kamwa, I.3    Cauchon, L.4    Mailhot, R.5    Lebeau, S.6    Lefebvre, D.7    Bernier, L.8
  • 25
    • 0024104163 scopus 로고
    • Application of line loadability concepts to operating studies
    • Nov.
    • R. Gutman, "Application of line loadability concepts to operating studies, " IEEE Trans. Power Syst., vol. 3, no. 4, pp. 1426-1433, Nov. 1988.
    • (1988) IEEE Trans. Power Syst. , vol.3 , Issue.4 , pp. 1426-1433
    • Gutman, R.1
  • 26
    • 84875505846 scopus 로고    scopus 로고
    • On computing power system steady-state stability using synchrophasor data
    • Maui, HI, USA, Jan. 7-10
    • K. E. Reinhard, P. W. Sauer, and A. D. Dominguez-Garcia, "On computing power system steady-state stability using synchrophasor data, " in Proc. 46th Hawaii Int. Conf. System Sciences, Maui, HI, USA, Jan. 7-10, 2013, pp. 1-7 [Online]. Available: http://energy.ece.illinois.edu/aledan/publications files/HICSS 46 final.pdf
    • (2013) In Proc. 46th Hawaii Int. Conf. System Sciences , pp. 1-7
    • Reinhard, K.E.1    Sauer, P.W.2    Dominguez-Garcia, A.D.3
  • 27
    • 84908306292 scopus 로고    scopus 로고
    • The concept of "up-Hill" MVAR flow and its application in power system voltage profile improvement
    • Vancouver, BC, Canada, Jul.
    • B. Fardanesh, A. Iravani, and M Raham, "The concept of "Up-Hill" MVAR flow and its application in power system voltage profile improvement, " in Proc. 2013 IEEE PES General Meeting, Vancouver, BC, Canada, Jul. 2013, pp. 1-5.
    • (2013) Proc. 2013 IEEE PES General Meeting , pp. 1-5
    • Fardanesh, B.1    Iravani, A.2    Raham, M.3
  • 28
    • 84908297933 scopus 로고    scopus 로고
    • A simple method for tracing PV curve of a radial transmission line
    • Feb.
    • A. A. Khan, "A simple method for tracing PV curve of a radial transmission line, " World Acad. Sc, Eng., Technol, vol. 37, pp. 347-351, Feb. 2008.
    • (2008) World Acad. Sc, Eng., Technol , vol.37 , pp. 347-351
    • Khan, A.A.1
  • 29
    • 80054940458 scopus 로고    scopus 로고
    • Dynamic state estimation in power system by applying the extended Kalman filter with unknown inputs to phasor measurements
    • Nov.
    • E. Ghahremani and I. Kamwa, "Dynamic state estimation in power system by applying the extended Kalman filter with unknown inputs to phasor measurements, " IEEE Trans. Power Syst., vol. 26, no. 4, pp. 2556-2566, Nov. 2011.
    • (2011) IEEE Trans. Power Syst. , vol.26 , Issue.4 , pp. 2556-2566
    • Ghahremani, E.1    Kamwa, I.2
  • 32
    • 84857654563 scopus 로고    scopus 로고
    • On the accuracy versus transparency trade-off of data-mining models for fast-response PMU-based catastrophe predictors
    • Mar.
    • I. Kamwa, S. R. Samantaray, and G. Joos, "On the accuracy versus transparency trade-off of data-mining models for fast-response PMU-based catastrophe predictors, " IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 152-161, Mar. 2012.
    • (2012) IEEE Trans. Smart Grid , vol.3 , Issue.1 , pp. 152-161
    • Kamwa, I.1    Samantaray, S.R.2    Joos, G.3
  • 33
    • 12844278207 scopus 로고    scopus 로고
    • LIBRA: A MATLAB library for robust analysis
    • V. Sabine and H. Mia, "LIBRA: A MATLAB library for robust analysis, " Chemometr. Intell. Lab. Syst. vol. 75, no. 2, pp. 127-136, 2005 [Online]. Available: http://wis.kuleuven.be/stat/robust/LIBRA.html
    • (2005) Chemometr. Intell. Lab. Syst. , vol.75 , Issue.2 , pp. 127-136
    • Sabine, V.1    Mia, H.2
  • 34
    • 84859732178 scopus 로고    scopus 로고
    • An efficient formulation of the improved visual assessment of cluster tendency (iVAT) algorithm
    • May
    • T. C. Havens and J. C. Bezdek, "An efficient formulation of the improved visual assessment of cluster tendency (iVAT) algorithm, " IEEE Trans. Knowl. Data Eng., vol. 24, no. 5, pp. 813-822, May 2012.
    • (2012) IEEE Trans. Knowl. Data Eng. , vol.24 , Issue.5 , pp. 813-822
    • Havens, T.C.1    Bezdek, J.C.2
  • 35
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests, " Mach. Learn. vol. 45, pp. 5-32, 2001 [Online]. Available: http://www.stat.berkeley.edu/users/breiman/Ran-domForests/
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 36
    • 84908298540 scopus 로고    scopus 로고
    • Geo-Magnetic Disturbances (GMD): Monitoring, Mitigation, and Next Steps, NERC Task Force Report, Oct. 2011 [Online]. Avail able: http://www.nerc.com/pa/RAPA/ra/Reliability%20Assess-ments%20DL/GMD Draft Proceedingst Nov 10 2011 v3.pdf
    • (2011)
  • 37
    • 68349141060 scopus 로고    scopus 로고
    • Fuzzy partitioning of a real power system for dynamic vulnerability assessment
    • Aug.
    • I. Kamwa, A. K. Pradhan, G. Joos, and S. R. Samantaray, "Fuzzy partitioning of a real power system for dynamic vulnerability assessment, " IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1356-1365, Aug. 2009.
    • (2009) IEEE Trans. Power Syst. , vol.24 , Issue.3 , pp. 1356-1365
    • Kamwa, I.1    Pradhan, A.K.2    Joos, G.3    Samantaray, S.R.4
  • 38
    • 84908299785 scopus 로고    scopus 로고
    • Jul.
    • FERC Smart Grid Policy Statement, Jul. 2009 [Online]. Available: http://www.ferc.gov/whats-new/comm-meet/2009/071609/E-3.pdf
    • (2009)
  • 39
    • 84880256586 scopus 로고    scopus 로고
    • Long-term statistical assessment of frequency regulation reserves policies in the Québec interconnection
    • Oct.
    • I. Kamwa, A. Héniche, M. de Montigny, R. Mailhot, S. Lebeau, L. Bernier, and A. Robitaille, "Long-term statistical assessment of frequency regulation reserves policies in the Québec interconnection, " IEEE Trans. Sustain. Energy, vol. 3, no. 4, pp. 868-879, Oct. 2012.
    • (2012) IEEE Trans. Sustain. Energy , vol.3 , Issue.4 , pp. 868-879
    • Kamwa, I.1    Héniche, A.2    De Montigny, M.3    Mailhot, R.4    Lebeau, S.5    Bernier, L.6    Robitaille, A.7
  • 40
    • 70649114623 scopus 로고    scopus 로고
    • Navigating random forests and related advances in algorithmic modeling
    • D. S. Siroky, "Navigating random forests and related advances in algorithmic modeling, " Statist. Rev. vol. 3, pp. 147-163, 2009 [Online]. Available: http://projecteuclid.org/DPubS?service=UI&ver-sion=1.0&verb=Display&handle=euclid.ssu
    • (2009) Statist. Rev. , vol.3 , pp. 147-163
    • Siroky, D.S.1
  • 42
    • 82855177880 scopus 로고    scopus 로고
    • Monitoring voltage stability with real-time dynamics monitoring system (RTDMS®)
    • San Diego, CA, USA, Jul. 24-29
    • A. Agarwal, J. Ballance, B. Bhargava, J. Dyer, and S. Xue, "Monitoring voltage stability with real-time dynamics monitoring system (RTDMS®), " in Proc. 2011 IEEE PES General Meeting, San Diego, CA, USA, Jul. 24-29, 2011, pp. 1-8.
    • (2011) Proc. 2011 IEEE PES General Meeting , pp. 1-8
    • Agarwal, A.1    Ballance, J.2    Bhargava, B.3    Dyer, J.4    Xue, S.5
  • 43
    • 67349093230 scopus 로고    scopus 로고
    • Decision tree-based online voltage security assessment using PMU measurements
    • May
    • J. O'Keefe, M. R. Richardson, N. Bhatt, D. Stradford, and S. K. Sarawi, "Decision tree-based online voltage security assessment using PMU measurements, " IEEE Trans. Power Syst., vol. 23, no. 2, pp. 832-839, May 2009.
    • (2009) IEEE Trans. Power Syst. , vol.23 , Issue.2 , pp. 832-839
    • O'Keefe, J.1    Richardson, M.R.2    Bhatt, N.3    Stradford, D.4    Sarawi, S.K.5
  • 44
    • 84886402237 scopus 로고    scopus 로고
    • Regression tree for stability margin prediction using synchrophasor measurements
    • May
    • C. E. Zheng, V. Malbasa, and M. Kezunovic, "Regression tree for stability margin prediction using synchrophasor measurements, " IEEE Trans. Power Syst., vol. 28, no. 2, pp. 1978-1987, May 2013.
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.2 , pp. 1978-1987
    • Zheng, C.E.1    Malbasa, V.2    Kezunovic, M.3
  • 46
    • 84898454473 scopus 로고    scopus 로고
    • Using is to assess an electric power system's real-time stability
    • Jul.-Aug.
    • Z. Y. Dong, Y. Xu, P. Zhang, and K. P. Wong, "Using IS to assess an electric power system's real-time stability, " IEEE Intell. Syst., vol. 28, no. 4, pp. 60-66, Jul.-Aug. 2013.
    • (2013) IEEE Intell. Syst. , vol.28 , Issue.4 , pp. 60-66
    • Dong, Z.Y.1    Xu, Y.2    Zhang, P.3    Wong, K.P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.