메뉴 건너뛰기




Volumn 5, Issue 4, 2014, Pages 1575-1583

A new approach based on wavelet design and machine learning for islanding detection of distributed generation

Author keywords

Discrete wavelet; distributed generation; islanding detection; machine learning; Procrustes analysis

Indexed keywords

ARTIFICIAL INTELLIGENCE; DISTRIBUTED POWER GENERATION; EQUIPMENT TESTING; LEARNING SYSTEMS;

EID: 84903315841     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2013.2296598     Document Type: Article
Times cited : (90)

References (27)
  • 4
    • 0035419337 scopus 로고    scopus 로고
    • Wavelet transforms in power systems. Part 2: Examples of application to actual power system transients
    • C. H. H. Kim and R. Aggarwal, "Wavelet transforms in power systems, part II: Examples of application to actual power system transients," IEEE Power Eng. J., vol. 15, no. 4, pp. 193-202, Aug. 2002. (Pubitemid 32814429)
    • (2001) Power Engineering Journal , vol.15 , Issue.4 , pp. 193-202
    • Chul, H.K.1    Aggarwal, R.2
  • 5
    • 0030719124 scopus 로고    scopus 로고
    • Loss of mains detection for embedded generation by system impedance monitoring
    • Mar.
    • P. O'Kane and B. Fox, "Loss of mains detection for embedded generation by system impedance monitoring," in Proc. 6th Int. Conf. Developments Power Syst. Protection, Mar. 1997, pp. 95-98.
    • (1997) Proc. 6th Int. Conf. Developments Power Syst. Protection , pp. 95-98
    • O'Kane, P.1    Fox, B.2
  • 6
    • 0035670331 scopus 로고    scopus 로고
    • A detection algorithm for islanding-prevention of dispersed consumer-owned storage and generating units
    • DOI 10.1109/60.969474, PII S0885896901100598
    • F. Pai and S. Huang, "A detection algorithm for islanding-prevention of dispersed consumer-owned storage and generating units," IEEE Trans. Energy Convers., vol. 16, no. 4, pp. 346-351, Dec. 2001. (Pubitemid 34035508)
    • (2001) IEEE Transactions on Energy Conversion , vol.16 , Issue.4 , pp. 346-351
    • Pai, F.-S.1    Huang, S.-J.2
  • 7
    • 1942439910 scopus 로고    scopus 로고
    • An islanding detection method for distributed generations using voltage unbalance and total harmonic distortion of current
    • Apr.
    • S. I. Jang and K. H. Kim, "An islanding detection method for distributed generations using voltage unbalance and total harmonic distortion of current," IEEE Trans. Power Del., vol. 19, no. 2, pp. 745-752, Apr. 2004.
    • (2004) IEEE Trans. Power Del. , vol.19 , Issue.2 , pp. 745-752
    • Jang, S.I.1    Kim, K.H.2
  • 8
    • 12544256659 scopus 로고    scopus 로고
    • A practical method for assessing the effectiveness of vector surge relays for distributed generation applications
    • DOI 10.1109/TPWRD.2004.838637
    • W. Freitas, Z. Huang, and W. Xu, "A practical method for assessing the effectiveness of vector surge relays for distributed generation applications," IEEE Trans. Power Del., vol. 20, no. 1, pp. 57-63, Jan. 2005. (Pubitemid 40152032)
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.1 , pp. 57-63
    • Freitas, W.1    Huang, Z.2    Xu, W.3
  • 9
    • 0027635182 scopus 로고
    • Protection against loss of utility grid supply for a dispersed storage and generation unit
    • Jul.
    • M. A. Redfern, O. Usta, and G. Fielding, "Protection against loss of utility grid supply for a dispersed storage and generation unit," IEEE Trans. Power Del, vol. 8, no. 3, pp. 948-954, Jul. 1993.
    • (1993) IEEE Trans. Power Del , vol.8 , Issue.3 , pp. 948-954
    • Redfern, M.A.1    Usta, O.2    Fielding, G.3
  • 10
    • 0029345887 scopus 로고
    • A new microprocessor based islanding protection algorithm for dispersed storage and generation units
    • Jul.
    • M. A. Redfern, J. Barrett, and O. Usta, "A new microprocessor based islanding protection algorithm for dispersed storage and generation units," IEEE Trans. Power Del, vol. 10, no. 3, pp. 1249-1254, Jul. 1995.
    • (1995) IEEE Trans. Power Del , vol.10 , Issue.3 , pp. 1249-1254
    • Redfern, M.A.1    Barrett, J.2    Usta, O.3
  • 11
    • 79953178923 scopus 로고    scopus 로고
    • Islanding detection for inverter-based DG coupled with frequency-dependent static loads
    • Apr.
    • A. H. K. Alaboudy and H. H. Zeineldin, "Islanding detection for inverter-based DG coupled with frequency-dependent static loads," IEEE Trans. Power Del, vol. 26, no. 2, pp. 1053-1063, Apr. 2011.
    • (2011) IEEE Trans. Power Del , vol.26 , Issue.2 , pp. 1053-1063
    • Alaboudy, A.H.K.1    Zeineldin, H.H.2
  • 12
    • 78650855431 scopus 로고    scopus 로고
    • Investigation of the local passive anti-islanding scheme in a distribution system embedding a PMSG-based wind farm
    • Jan.
    • W. El-Khattam, A. Yazdani, T. S. Sidhu, and R. Seethapathy, "Investigation of the local passive anti-islanding scheme in a distribution system embedding a PMSG-based wind farm," IEEE Trans. Power Del, vol. 26, no. 1, pp. 42-52, Jan. 2011.
    • (2011) IEEE Trans. Power Del , vol.26 , Issue.1 , pp. 42-52
    • El-Khattam, W.1    Yazdani, A.2    Sidhu, T.S.3    Seethapathy, R.4
  • 13
    • 1442296122 scopus 로고    scopus 로고
    • New loss of mains detection algorithm for embedded generation using rate of change of voltage and changes in power factors
    • Apr.
    • S. K. Salman, D. J. King, and G. Weller, "New loss of mains detection algorithm for embedded generation using rate of change of voltage and changes in power factors," in Proc. 7th IEEE Int. Conf. Developments Power Syst. Protection, Apr. 2001, pp. 82-85.
    • (2001) Proc. 7th IEEE Int. Conf. Developments Power Syst. Protection , pp. 82-85
    • Salman, S.K.1    King, D.J.2    Weller, G.3
  • 14
    • 79957704506 scopus 로고    scopus 로고
    • Assessment of ROCPAD relay for islanding detection in distributed generation
    • Jun.
    • A. Samui and S. R. Samantaray, "Assessment of ROCPAD relay for islanding detection in distributed generation, "IEEE Trans. SmartGrid, vol. 2, no. 2, pp. 391-398, Jun. 2011.
    • (2011) IEEE Trans. SmartGrid , vol.2 , Issue.2 , pp. 391-398
    • Samui, A.1    Samantaray, S.R.2
  • 15
    • 77954032679 scopus 로고    scopus 로고
    • A fuzzy rule-based approach for islanding detection in distributed generation
    • Jul.
    • S. R. Samantaray, K. El-Arroudi, G. Joos, and I. Kamwa, "A fuzzy rule-based approach for islanding detection in distributed generation," IEEE Trans. Power Del, vol. 25, no. 3, pp. 1427-1433, Jul. 2010.
    • (2010) IEEE Trans. Power Del , vol.25 , Issue.3 , pp. 1427-1433
    • Samantaray, S.R.1    El-Arroudi, K.2    Joos, G.3    Kamwa, I.4
  • 16
    • 55649114175 scopus 로고    scopus 로고
    • Enhancement of islanding-de-tection of distributed generation systems via wavelet transform-based approaches
    • Dec.
    • C. T. Hsieh, J. M. Lin, and S. J. Huang, "Enhancement of islanding-de-tection of distributed generation systems via wavelet transform-based approaches," Int. J. Elect. Power Energy Syst. (IJEPES), vol. 30, no. 10, pp. 575-580, Dec. 2008.
    • (2008) Int. J. Elect. Power Energy Syst. (IJEPES) , vol.30 , Issue.10 , pp. 575-580
    • Hsieh, C.T.1    Lin, J.M.2    Huang, S.J.3
  • 19
    • 84865515696 scopus 로고    scopus 로고
    • Islanding and power quality disturbance detection in grid-connected hybrid power system using wavelet and s-transform
    • Sep.
    • P. K. Ray, N. Kishor, and S. R. Mohanty, "Islanding and power quality disturbance detection in grid-connected hybrid power system using wavelet and s-transform," IEEE Trans. Smart Grid, vol. 3, no. 3, pp. 1082-1094, Sep. 2012.
    • (2012) IEEE Trans. Smart Grid , vol.3 , Issue.3 , pp. 1082-1094
    • Ray, P.K.1    Kishor, N.2    Mohanty, S.R.3
  • 20
    • 77957007180 scopus 로고    scopus 로고
    • A pattern recognition approach for detecting power islands using transient signals-Part I: Design and implementation
    • Oct.
    • N. W. A. Lidula and A. D. Rajapakse, "A pattern recognition approach for detecting power islands using transient signals-Part I: design and implementation," IEEE Trans. Power Del, vol. 25, no. 4, pp. 3070-3077, Oct. 2010.
    • (2010) IEEE Trans. Power Del , vol.25 , Issue.4 , pp. 3070-3077
    • Lidula, N.W.A.1    Rajapakse, A.D.2
  • 21
    • 84862977695 scopus 로고    scopus 로고
    • A pattern recognition approach for detecting power islands using transient signals-Part II: Performance evaluation
    • Jul.
    • N. W. A. Lidula and A. D. Rajapakse, "A pattern recognition approach for detecting power islands using transient signals-Part II: Performance evaluation," IEEE Trans. Power Del, vol. 27, no. 3, pp. 1071-1080, Jul. 2012.
    • (2012) IEEE Trans. Power Del , vol.27 , Issue.3 , pp. 1071-1080
    • Lidula, N.W.A.1    Rajapakse, A.D.2
  • 22
    • 0002481221 scopus 로고
    • Wavelet matrices and the representation of discrete functions
    • C. Chui, Ed. Boston, MA, USA: Academic
    • P. N. Heller, H. L. Resnikoff, and JR. R. O. Wells, "Wavelet matrices and the representation of discrete functions," in Wavelets: A Tutorial in Theory and Applications, C. Chui, Ed. Boston, MA, USA: Academic, 1992, pp. 15-50.
    • (1992) Wavelets: A Tutorial in Theory and Applications , pp. 15-50
    • Heller, P.N.1    Resnikoff, H.L.2    Wells, Jr.R.O.3
  • 23
    • 33745619476 scopus 로고    scopus 로고
    • IEEE Distribution System Analysis Subcommittee accessed Jun. 13, 2013)
    • IEEE Distribution System Analysis Subcommittee, "Radial distribution test feeders," [Online]. Available: http://www.ewh.ieee.org/soc/pes/ dsacom/testfeeders/index.html (accessed Jun. 13, 2013).
    • Radial Distribution Test Feeders
  • 24
    • 0031996528 scopus 로고    scopus 로고
    • Communication in the presence of noise
    • Feb.
    • C E. Shannon, "Communication in the presence of noise, "Proc. IEEE, vol. 86, no. 2, pp. 447-457, Feb. 1998.
    • (1998) Proc. IEEE , vol.86 , Issue.2 , pp. 447-457
    • Shannon, C.E.1
  • 27
    • 0004206760 scopus 로고    scopus 로고
    • 2nd ed. Wellesley, MA, USA: Wellesley-Cambridge Press
    • G. Strang and T. Nguyen, Wavelets and Filter Banks, 2nd ed. Wellesley, MA, USA: Wellesley-Cambridge Press, 1996.
    • (1996) Wavelets and Filter Banks
    • Strang, G.1    Nguyen, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.