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Volumn 7, Issue 5, 2016, Pages 2397-2405

Distributed data analytics platform for wide-area synchrophasor measurement systems

Author keywords

Apache Spark; big data analytics; distributed computing; Frequency monitoring network (fnet grideye); wide area measurement system (WAMS)

Indexed keywords

DATA HANDLING; DIGITAL STORAGE; DISTRIBUTED COMPUTER SYSTEMS; ELECTRIC POWER SYSTEM MEASUREMENT; GEODESY; SURVEYING; WIDE AREA NETWORKS;

EID: 84959308595     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2016.2528895     Document Type: Article
Times cited : (68)

References (28)
  • 2
    • 84922987097 scopus 로고    scopus 로고
    • Research directions for engineering big data analytics software
    • Jan./Feb
    • C. E. Otero and A. Peter, ?Research directions for engineering big data analytics software,? IEEE Intell. Syst., vol. 30, no. 1, pp. 13-19, Jan./Feb. 2015.
    • (2015) IEEE Intell. Syst , vol.30 , Issue.1 , pp. 13-19
    • Otero, C.E.1    Peter, A.2
  • 4
    • 84868565002 scopus 로고    scopus 로고
    • Storage and query of condition monitoring data in smart grid based on hadoop
    • Chongqing, China
    • D. Wang and L. Xiao, ?Storage and query of condition monitoring data in smart grid based on hadoop,? in Proc. 4th Int. Conf. Comput. Inf. Sci., Chongqing, China, 2012, pp. 377-380.
    • (2012) Proc. 4th Int. Conf. Comput. Inf. Sci , pp. 377-380
    • Wang, D.1    Xiao, L.2
  • 5
    • 84896912774 scopus 로고    scopus 로고
    • Design of hadoopbased framework for analytics of large synchrophasor datasets
    • M. Edwards, A. Rambani, Y. Zhu, and M. Musavi, ?Design of hadoopbased framework for analytics of large synchrophasor datasets,? in Proc. Comput. Sci., vol. 12, pp. 254-258, 2012.
    • (2012) Proc. Comput. Sci , vol.12 , pp. 254-258
    • Edwards, M.1    Rambani, A.2    Zhu, Y.3    Musavi, M.4
  • 6
    • 84988273389 scopus 로고    scopus 로고
    • An initial study of predictive machine learning analytics on large volumes of historical data for power system applications
    • Washington, DC, USA
    • J. Zheng and A. Dagnino, ?An initial study of predictive machine learning analytics on large volumes of historical data for power system applications,? in Proc. IEEE Int. Conf. Big Data, Washington, DC, USA, 2014, pp. 952-959.
    • (2014) Proc IEEE Int. Conf. Big Data , pp. 952-959
    • Zheng, J.1    Dagnino, A.2
  • 8
    • 84919917358 scopus 로고    scopus 로고
    • Parallel detrended fluctuation analysis for fast event detection on massive PMU data
    • Jan
    • M. Khan et al., ?Parallel detrended fluctuation analysis for fast event detection on massive PMU data,? IEEE Trans. Smart Grid, vol. 6, no. 1, pp. 360-368, Jan. 2015.
    • (2015) IEEE Trans. Smart Grid , vol.6 , Issue.1 , pp. 360-368
    • Khan, M.1
  • 9
    • 84991961094 scopus 로고    scopus 로고
    • Wide-area measurement system development at the distribution level: An FNET/GridEye example
    • to be published
    • Y. Liu et al., ?Wide-area measurement system development at the distribution level: An FNET/GridEye example,? IEEE Trans. Power Del., to be published.
    • IEEE Trans. Power Del
    • Liu, Y.1
  • 10
    • 77956063489 scopus 로고    scopus 로고
    • Wide-area frequency monitoring network (FNET) architecture and applications
    • Sep
    • Y. Zhang et al., ?Wide-area frequency monitoring network (FNET) architecture and applications,? IEEE Trans. Smart Grid, vol. 1, no. 2, pp. 159-167, Sep. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.2 , pp. 159-167
    • Zhang, Y.1
  • 11
    • 81755187193 scopus 로고    scopus 로고
    • Generator trip identification using wide-area measurements and historical data analysis
    • Atlanta, GA, USA
    • J. N. Bank, R. M. Gardner, J. K. Wang, A. J. Arana, and Y. Liu, ?Generator trip identification using wide-area measurements and historical data analysis,? in Proc. IEEE PES Power Syst. Conf. Expo., Atlanta, GA, USA, 2006, pp. 1677-1681.
    • (2006) Proc IEEE PES Power Syst. Conf. Expo , pp. 1677-1681
    • Bank, J.N.1    Gardner, R.M.2    Wang, J.K.3    Arana, A.J.4    Liu, Y.5
  • 12
    • 78649538777 scopus 로고    scopus 로고
    • Inter-area oscillation analysis using wide area voltage angle measurements from FNET
    • Minneapolis, MN, USA
    • Z. Yuan et al., ?Inter-area oscillation analysis using wide area voltage angle measurements from FNET,? in Proc. IEEE PES Gen. Meeting, Minneapolis, MN, USA, 2010, pp. 1-7.
    • (2010) Proc IEEE PES Gen. Meeting , pp. 1-7
    • Yuan, Z.1
  • 13
    • 85028220960 scopus 로고    scopus 로고
    • Design and implementation of a real-time off-grid operation detection tool from a wide-area measurements perspective
    • Jul
    • J. Guo et al., ?Design and implementation of a real-time off-grid operation detection tool from a wide-area measurements perspective,? IEEE Trans. Smart Grid, vol. 6, no. 4, pp. 2080-2087, Jul. 2015.
    • (2015) IEEE Trans. Smart Grid , vol.6 , Issue.4 , pp. 2080-2087
    • Guo, J.1
  • 14
    • 84930987141 scopus 로고    scopus 로고
    • Frequency-based real-time line trip detection and alarm trigger development
    • D. Zhou, Y. Liu, and J. Dong, ?Frequency-based real-time line trip detection and alarm trigger development,? in Proc. IEEE PES Gen. Meeting, 2014, pp. 1-5.
    • (2014) Proc IEEE PES Gen. Meeting , pp. 1-5
    • Zhou, D.1    Liu, Y.2    Dong, J.3
  • 15
    • 82855172289 scopus 로고    scopus 로고
    • Visualization of wide area measurement information from the FNET system
    • San Diego, CA, USA
    • Y. Zhang et al., ?Visualization of wide area measurement information from the FNET system,? in Proc. IEEE Power Energy Soc. Gen. Meeting, San Diego, CA, USA, 2011, pp. 1-8.
    • (2011) Proc IEEE Power Energy Soc. Gen. Meeting , pp. 1-8
    • Zhang, Y.1
  • 16
    • 78649911446 scopus 로고    scopus 로고
    • Online detection of start time and location for hypocenter in North America power grid
    • Dec
    • W. Li, J. Tang, J. Ma, and Y. Liu, ?Online detection of start time and location for hypocenter in North America power grid,? IEEE Trans. Smart Grid, vol. 1, no. 3, pp. 253-260, Dec. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.3 , pp. 253-260
    • Li, W.1    Tang, J.2    Ma, J.3    Liu, Y.4
  • 17
    • 84860842469 scopus 로고    scopus 로고
    • Monitoring power system disturbances based on distribution-level phasor measurements
    • Washington, DC, USA
    • Y. Ye and Y. Liu, ?Monitoring power system disturbances based on distribution-level phasor measurements,? in Proc. IEEE PES Innov. Smart Grid Technol. (ISGT), Washington, DC, USA, 2012, pp. 1-8.
    • (2012) Proc IEEE PES Innov. Smart Grid Technol. (ISGT) , pp. 1-8
    • Ye, Y.1    Liu, Y.2
  • 18
    • 84940042352 scopus 로고    scopus 로고
    • Measurement-based correlation approach for power system dynamic response estimation
    • Sep
    • F. Bai et al., ?Measurement-based correlation approach for power system dynamic response estimation,? IET Gener. Transm. Distrib., vol. 9, no. 12, pp. 1474-1484, Sep. 2015.
    • (2015) IET Gener. Transm. Distrib , vol.9 , Issue.12 , pp. 1474-1484
    • Bai, F.1
  • 19
    • 84958025928 scopus 로고    scopus 로고
    • Oscillation mode identification based on wide-area ambient measurements using multivariate empirical mode decomposition
    • May
    • S. You, J. Guo, G. Kou, Y. Liu, and Y. Liu, ?Oscillation mode identification based on wide-area ambient measurements using multivariate empirical mode decomposition,? Elect. Power Syst. Res., vol. 134, pp. 158-166, May 2016.
    • (2016) Elect. Power Syst. Res , vol.134 , pp. 158-166
    • You, S.1    Guo, J.2    Kou, G.3    Liu, Y.4    Liu, Y.5
  • 20
    • 84863987568 scopus 로고    scopus 로고
    • IEEE Standard C37.118.2-2011 (Revision of IEEE Standard C37.118-2005 Dec
    • IEEE Standard for Synchrophasor Measurements for Power Systems, IEEE Standard C37.118.2-2011 (Revision of IEEE Standard C37.118-2005), Dec. 2011, pp. 1-53.
    • (2011) IEEE Standard for Synchrophasor Measurements for Power Systems , pp. 1-53
  • 21
    • 84991927906 scopus 로고    scopus 로고
    • Grid protection alliance
    • May 7 [Online]. Available
    • Grid Protection Alliance. (May 7, 2015). openPDC Documentation. [Online]. Available: http://openpdc.codeplex.com/.
    • (2015) OpenPDC Documentation
  • 22
    • 84992002144 scopus 로고    scopus 로고
    • Utilization of chip scale atomic clock for synchrophasor measurements
    • to be published
    • L. Zhan, Y. Liu, W. Yao, J. Zhao, and Y. Liu, ?Utilization of chip scale atomic clock for synchrophasor measurements,? IEEE Trans. Power Del. to be published.
    • IEEE Trans. Power Del
    • Zhan, L.1    Liu, Y.2    Yao, W.3    Zhao, J.4    Liu, Y.5
  • 23
    • 0019714094 scopus 로고
    • The transaction concept: Virtues and limitations (invited paper)
    • Cannes, France
    • J. Gray, ?The transaction concept: Virtues and limitations (invited paper),? in Proc. 7th Int. Conf. Very Large Data Bases, Cannes, France, 1981, pp. 144-154.
    • (1981) Proc. 7th Int. Conf. Very Large Data Bases , pp. 144-154
    • Gray, J.1
  • 24
    • 84991920905 scopus 로고    scopus 로고
    • Grid protection alliance
    • May 7 [Online]. Available
    • Grid Protection Alliance. (May 7, 2015). openHistorian Documentation. [Online]. Available: http://openhistorian.codeplex.com/.
    • (2015) OpenHistorian Documentation
  • 25
    • 84991961117 scopus 로고    scopus 로고
    • Apache spark
    • Oct. 15 [Online]. Available
    • Apache Spark. (Oct. 15, 2015). Apache Spark Documentation. [Online]. Available: http://spark.apache.org/.
    • (2015) Apache Spark Documentation
  • 26
    • 84991986758 scopus 로고    scopus 로고
    • FNET/GridEye
    • [Online]. Available accessed Feb. 20
    • FNET/GridEye. FNET/GridEye Event Video Report. [Online]. Available: https://goo.gl/fqCEDF, accessed Feb. 20, 2016.
    • (2016) FNET/GridEye Event Video Report
  • 27
    • 85001783824 scopus 로고    scopus 로고
    • Frequency response analysis using automated tools and synchronized measurements
    • to be published
    • R. Quit, P. Etingov, D. Zhou, and D. Kosterv, ?Frequency response analysis using automated tools and synchronized measurements,? in Proc. IEEE PES Gen. Meeting, 2016, to be published.
    • (2016) Proc IEEE PES Gen. Meeting
    • Quit, R.1    Etingov, P.2    Zhou, D.3    Kosterv, D.4
  • 28


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.