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Volumn , Issue , 2012, Pages

Synchrophasor-based data mining for power system fault analysis

Author keywords

Clustering algorithm; k Nearest Neighbor algorithm; Na ve Bayes algorithm; pattern recognition; Phasor measurement Unit; power system faults

Indexed keywords

BAYES ALGORITHMS; DATA MINING TASKS; DATA MINING TECHNIQUES; FAULT DATA; HIGH DEFINITION; HIGH RESOLUTION; K NEAREST NEIGHBOR ALGORITHM; K-MEANS CLUSTERING; K-NEAREST NEIGHBORS; PATTERN RECOGNITION ALGORITHMS; POWER SYSTEM ANALYSIS; POWER SYSTEM FAULT; ROOT CAUSE; SYNCHRONIZED POWER SYSTEM;

EID: 84874686701     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISGTEurope.2012.6465843     Document Type: Conference Paper
Times cited : (22)

References (26)
  • 1
    • 77949619693 scopus 로고    scopus 로고
    • The future of power transmission
    • IEEE March-April
    • Horowitz, S.; Phadke, A.; Renz, B.; "The Future of Power Transmission," Power and Energy Magazine, IEEE, vol.8, no.2, pp.34-40, March-April 2010.
    • (2010) Power and Energy Magazine , vol.8 , Issue.2 , pp. 34-40
    • Horowitz, S.1    Phadke, A.2    Renz, B.3
  • 4
    • 79955525619 scopus 로고    scopus 로고
    • Decision trees using synchronized phasor measurements for wide-area response-based control
    • Member, IEEE Member, IEEE MAY
    • Qun Gao, Member, IEEE, and Steven M. Rovnyak, Member, IEEE, 'Decision Trees Using Synchronized Phasor Measurements for Wide-Area Response-Based Control', IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 26, NO. 2, MAY 2011.
    • (2011) IEEE Transactions on Power Systems , vol.26 , Issue.2
    • Gao, Q.1    Rovnyak, S.M.2
  • 5
    • 54849421551 scopus 로고    scopus 로고
    • Data mining applied to the electric power industry: Classification of short circuit faults in transmission lines
    • SCI 169 Springer-Verlag Berlin Heidelberg
    • Yomara Pires, Jefferson Morais, Claudomir Cardoso, Aldebaro Klautau, 'Data Mining Applied to the Electric Power Industry: Classification of Short Circuit Faults in Transmission Lines', Innovative Applications in Data Mining, SCI 169, pp. 107-122. Springer-Verlag Berlin Heidelberg 2009.
    • (2009) Innovative Applications in Data Mining , pp. 107-122
    • Pires, Y.1    Morais, J.2    Cardoso, C.3    Klautau, A.4
  • 6
    • 78649624977 scopus 로고    scopus 로고
    • Machine learning and windowed subsecond event detection on PMU data via hadoop and the openPDC
    • Paul Trachian TVA 978-1-4244-6551-4/10, year
    • Paul Trachian TVA, 'Machine Learning and Windowed Subsecond Event Detection on PMU Data via Hadoop and the openPDC', IEEE, Power and Energy Society General Meeting, 978-1-4244-6551-4/10, year 2010.
    • (2010) IEEE, Power and Energy Society General Meeting
  • 7
    • 18944407569 scopus 로고    scopus 로고
    • An electric energy consumer characterization framework based on data mining techniques
    • Member, IEEE MAY
    • Vera Figueiredo, Fátima Rodrigues, Zita Vale, Member, IEEE, and Joaquim Borges Gouveia, 'An Electric Energy Consumer Characterization Framework Based on Data Mining Techniques', IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 20, NO. 2, MAY 2005.
    • (2005) IEEE Transactions on Power Systems , vol.20 , Issue.2
    • Figueiredo, V.1    Rodrigues, F.2    Vale, Z.3    Gouveia, J.B.4
  • 9
    • 50849112018 scopus 로고    scopus 로고
    • Power system stability enhancement using ANN based coordinated emergency control system
    • 1-5 July
    • Etingov, P.; Oudalov, A.; Voropai, N.; Cherkaoui, R.; Germond, A.;, "Power System Stability Enhancement Using ANN Based Coordinated Emergency Control System," Power Tech, 2007 IEEE Lausanne, vol., no., pp.232-237, 1-5 July 2007.
    • (2007) Power Tech, 2007 IEEE Lausanne , pp. 232-237
    • Etingov, P.1    Oudalov, A.2    Voropai, N.3    Cherkaoui, R.4    Germond, A.5
  • 11
    • 51349144028 scopus 로고    scopus 로고
    • Fault classification and location of power transmission lines using artificial neural network
    • IPEC 2007. International 3-6 Dec.
    • Hagh, M.T.; Razi, K.; Taghizadeh, H.;, "Fault classification and location of power transmission lines using artificial neural network," Power Engineering Conference, 2007. IPEC 2007. International, vol., no., pp.1109-1114, 3-6 Dec. 2007
    • (2007) Power Engineering Conference, 2007 , pp. 1109-1114
    • Hagh, M.T.1    Razi, K.2    Taghizadeh, H.3
  • 12
    • 37749042253 scopus 로고    scopus 로고
    • Detection and classification of power quality disturbances using S-transform and probabilistic neural network
    • IEEE Transactions on Jan.
    • Mishra, S.; Bhende, C.N.; Panigrahi, B.K.;, "Detection and Classification of Power Quality Disturbances Using S-Transform and Probabilistic Neural Network," Power Delivery, IEEE Transactions on, vol.23, no.1, pp.280-287, Jan. 2008.
    • (2008) Power Delivery , vol.23 , Issue.1 , pp. 280-287
    • Mishra, S.1    Bhende, C.N.2    Panigrahi, B.K.3
  • 19
    • 76549085188 scopus 로고    scopus 로고
    • Real-time transient instability detection based on decision trees
    • 15th International Conference on 8-12 Nov.
    • Yi Zhang; Tomsovic, K.;, "Real-Time Transient Instability Detection Based on Decision Trees," Intelligent System Applications to Power Systems, 2009. ISAP '09. 15th International Conference on, vol., no., pp.1-6, 8-12 Nov. 2009.
    • (2009) Intelligent System Applications to Power Systems, 2009. isAP '09 , pp. 1-6
    • Yi, Z.1    Tomsovic, K.2
  • 20
    • 18944364868 scopus 로고    scopus 로고
    • Multiarea state estimation using synchronized phasor measurements
    • DOI 10.1109/TPWRS.2005.846209
    • Liang Zhao; Abur, A.;, "Multi area state estimation using synchronized phasor measurements," Power Systems, IEEE Transactions on, vol.20, no.2, pp. 611-617, May 2005. (Pubitemid 40699687)
    • (2005) IEEE Transactions on Power Systems , vol.20 , Issue.2 , pp. 611-617
    • Zhao, L.1    Abur, A.2
  • 21
    • 81755186842 scopus 로고    scopus 로고
    • History and applications of phasor measurements
    • PSCE '06. 2006 IEEE PES Oct. 29 2006-Nov. 1
    • Phadke, A.G.; Thorp, J.S.;, "HISTORY AND APPLICATIONS OF PHASOR MEASUREMENTS," Power Systems Conference and Exposition, 2006. PSCE '06. 2006 IEEE PES, vol., no., pp.331-335, Oct. 29 2006-Nov. 1 2006.
    • (2006) Power Systems Conference and Exposition, 2006 , pp. 331-335
    • Phadke, A.G.1    Thorp, J.S.2
  • 25
    • 84957069091 scopus 로고    scopus 로고
    • Naive (Bayes) at forty: The independence assumption in information retrieval
    • Chemnitz, Germany
    • David D. Lewis, 'Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval', In Proceedings of ECML-98, 10th European Conference on Machine Learning (Chemnitz, Germany, 1998), 4-15
    • (1998) Proceedings of ECML-98, 10th European Conference on Machine Learning , pp. 4-15
    • Lewis, D.D.1
  • 26
    • 80054962126 scopus 로고    scopus 로고
    • PMU-based monitoring of rotor angle dynamics
    • IEEE Transactions on Nov.
    • Jie Yan; Chen-Ching Liu; Vaidya, U.;, "PMU-Based Monitoring of Rotor Angle Dynamics," Power Systems, IEEE Transactions on, vol.26, no.4, pp.2125-2133, Nov. 2011.
    • (2011) Power Systems , vol.26 , Issue.4 , pp. 2125-2133
    • Yan, J.1    Liu, C.-C.2    Vaidya, U.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.