메뉴 건너뛰기




Volumn 2, Issue 1, 2008, Pages 43-52

Radial basis probabilistic neural network for differential protection of power transformer

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ELECTRIC FAULT CURRENTS; GLOBAL OPTIMIZATION; RADIAL BASIS FUNCTION NETWORKS;

EID: 37249026303     PISSN: 17518687     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-gtd:20070037     Document Type: Article
Times cited : (28)

References (42)
  • 2
    • 27544441592 scopus 로고    scopus 로고
    • Advances in transform protection: A review
    • 1532-5008
    • Tripathy, M., Maheshwari, R.P., and Verma, H.K.: ' Advances in transform protection: a review ', Electr. Power Compon. Syst., 2005, 33, (11), p. 1203-1209 1532-5008
    • (2005) Electr. Power Compon. Syst. , vol.33 , Issue.11 , pp. 1203-1209
    • Tripathy, M.1    Maheshwari, R.P.2    Verma, H.K.3
  • 3
    • 0020846003 scopus 로고
    • A new computer-based flux-restrained current differential relay for power transformer protection
    • Phadke, A.G., and Thorp, J.S.: ' A new computer-based flux-restrained current differential relay for power transformer protection ', IEEE Trans. Power Apparat. Syst., 1983, 102, (11), p. 3624-3629
    • (1983) IEEE Trans. Power Apparat. Syst. , vol.102 , Issue.11 , pp. 3624-3629
    • Phadke, A.G.1    Thorp, J.S.2
  • 4
    • 38249020981 scopus 로고
    • Algorithm for harmonic restraint differential relaying based on the discrete Hartley transform
    • 10.1016/0378-7796(90)90015-U 0378-7796
    • Verma, H.K., and Kakoti, G.C.: ' Algorithm for harmonic restraint differential relaying based on the discrete Hartley transform ', Electr. Power Syst. Res., 1990, 18, (2), p. 125-129 10.1016/0378-7796(90)90015-U 0378-7796
    • (1990) Electr. Power Syst. Res. , vol.18 , Issue.2 , pp. 125-129
    • Verma, H.K.1    Kakoti, G.C.2
  • 5
    • 0001741588 scopus 로고
    • Kalman-filter-based digital percentage differential and ground fault relay for a 3-phase power transformer
    • 10.1109/61.57970 0885-8977
    • Murty, Y.V.V.S., and Smolinski, W.J.: ' Kalman-filter-based digital percentage differential and ground fault relay for a 3-phase power transformer ', IEEE Trans. Power Deliv., 1990, 5, (3), p. 1299-1308 10.1109/61.57970 0885-8977
    • (1990) IEEE Trans. Power Deliv. , vol.5 , Issue.3 , pp. 1299-1308
    • Murty, Y.V.V.S.1    Smolinski, W.J.2
  • 6
    • 0023985609 scopus 로고
    • A state-of-art review of transformer protection algorithms
    • 10.1109/61.4290 0885-8977
    • Rahman, M.A., and Jeyasurya, B.: ' A state-of-art review of transformer protection algorithms ', IEEE Trans. Power Deliv., 1988, 3, (2), p. 534-544 10.1109/61.4290 0885-8977
    • (1988) IEEE Trans. Power Deliv. , vol.3 , Issue.2 , pp. 534-544
    • Rahman, M.A.1    Jeyasurya, B.2
  • 7
    • 0000945166 scopus 로고    scopus 로고
    • Experimental testing of the artificial neural-network-based protection of power transformers
    • 10.1109/61.660922 0885-8977
    • Zaman, M.R., and Rahman, M.A.: ' Experimental testing of the artificial neural-network-based protection of power transformers ', IEEE Trans. Power Deliv., 1998, 13, (2), p. 510-517 10.1109/61.660922 0885-8977
    • (1998) IEEE Trans. Power Deliv. , vol.13 , Issue.2 , pp. 510-517
    • Zaman, M.R.1    Rahman, M.A.2
  • 8
    • 0038493936 scopus 로고    scopus 로고
    • Fuzzy-logic-based relaying for large power transformer protection
    • 10.1109/TPWRD.2003.813598 0885-8977
    • Shin, M.C., Park, C.W., and Kim, J.H.: ' Fuzzy-logic-based relaying for large power transformer protection ', IEEE Trans. Power Deliv., 2003, 18, (3), p. 718-724 10.1109/TPWRD.2003.813598 0885-8977
    • (2003) IEEE Trans. Power Deliv. , vol.18 , Issue.3 , pp. 718-724
    • Shin, M.C.1    Park, C.W.2    Kim, J.H.3
  • 9
    • 0031176933 scopus 로고    scopus 로고
    • Improved operation of power transformer protection using artificial neural network
    • 10.1109/61.636919 0885-8977
    • Pihler, J., Grcar, B., and Dolinar, D.: ' Improved operation of power transformer protection using artificial neural network ', IEEE Trans. Power Deliv., 1997, 12, (3), p. 1128-1136 10.1109/61.636919 0885-8977
    • (1997) IEEE Trans. Power Deliv. , vol.12 , Issue.3 , pp. 1128-1136
    • Pihler, J.1    Grcar, B.2    Dolinar, D.3
  • 10
    • 0028333506 scopus 로고
    • Training an artificial neural network to discriminate between magnetising inrush and internal faults
    • 10.1109/61.277715 0885-8977
    • Perez, L.G., Flechsig, A.J., Meador, J.L., and Obradovic, Z.: ' Training an artificial neural network to discriminate between magnetising inrush and internal faults ', IEEE Trans. Power Deliv., 1994, 9, (1), p. 434-441 10.1109/61.277715 0885-8977
    • (1994) IEEE Trans. Power Deliv. , vol.9 , Issue.1 , pp. 434-441
    • Perez, L.G.1    Flechsig, A.J.2    Meador, J.L.3    Obradovic, Z.4
  • 11
    • 0022794538 scopus 로고
    • A microprocessor-based inrush restrained differential relay for transformer protection
    • 10.1016/0745-7138(86)90028-X 0745-7138
    • Verma, H.K., and Basha, A.M.: ' A microprocessor-based inrush restrained differential relay for transformer protection ', J. Microcomput. Appl., 1986, 9, (4), p. 313-318 10.1016/0745-7138(86)90028-X 0745-7138
    • (1986) J. Microcomput. Appl. , vol.9 , Issue.4 , pp. 313-318
    • Verma, H.K.1    Basha, A.M.2
  • 12
    • 33745605529 scopus 로고    scopus 로고
    • A new method to identify inrush current based on error estimation
    • 10.1109/TPWRD.2005.861337 0885-8977
    • He, B., Zhang, X., and Bo, Z.Q.: ' A new method to identify inrush current based on error estimation ', IEEE Trans. Power Deliv., 2006, 21, (3), p. 1163-1168 10.1109/TPWRD.2005.861337 0885-8977
    • (2006) IEEE Trans. Power Deliv. , vol.21 , Issue.3 , pp. 1163-1168
    • He, B.1    Zhang, X.2    Bo, Z.Q.3
  • 13
    • 29144516700 scopus 로고    scopus 로고
    • A solution to the dilemma inrush/fault in transformer differential relaying using MRA and wavelets
    • 0378-7796
    • Arboleya, P., Diaz, G., Aleixandre, J.G., and Moran, C.G.: ' A solution to the dilemma inrush/fault in transformer differential relaying using MRA and wavelets ', Electr. Power Syst. Res., 2006, 34, (3), p. 285-301 0378-7796
    • (2006) Electr. Power Syst. Res. , vol.34 , Issue.3 , pp. 285-301
    • Arboleya, P.1    Diaz, G.2    Aleixandre, J.G.3    Moran, C.G.4
  • 15
    • 0026835998 scopus 로고
    • Neural network for estimation of harmonic components in a power system
    • 1350-2360
    • Osowski, S.: ' Neural network for estimation of harmonic components in a power system ', IEE Proc., Gener. Transm. Distrib., 1992, 139, (2), p. 129-135 1350-2360
    • (1992) IEE Proc., Gener. Transm. Distrib. , vol.139 , Issue.2 , pp. 129-135
    • Osowski, S.1
  • 16
    • 0035304572 scopus 로고    scopus 로고
    • A FIRANN as a differential relay for three-phase power transformer protection
    • 0885-8977
    • Fernandez, A.L.O., Ghonaim, N.K.I., and Valencia, J.A.: ' A FIRANN as a differential relay for three-phase power transformer protection ', IEEE Trans. Power Deliv., 2001, 16, (2), p. 215-218 0885-8977
    • (2001) IEEE Trans. Power Deliv. , vol.16 , Issue.2 , pp. 215-218
    • Fernandez, A.L.O.1    Ghonaim, N.K.I.2    Valencia, J.A.3
  • 17
    • 0038155365 scopus 로고    scopus 로고
    • Evolving neural nets for fault diagnosis of power transformers
    • 10.1109/TPWRD.2003.813605 0885-8977
    • Huang, Y.C.: ' Evolving neural nets for fault diagnosis of power transformers ', IEEE Trans. Power Deliv., 2003, 18, (3), p. 843-848 10.1109/TPWRD.2003.813605 0885-8977
    • (2003) IEEE Trans. Power Deliv. , vol.18 , Issue.3 , pp. 843-848
    • Huang, Y.C.1
  • 18
    • 0029343464 scopus 로고
    • Neural-network-based algorithm for power transformer differential relays
    • 10.1049/ip-gtd:19951817 1350-2360
    • Bastard, P., Meunier, M., and Regal, H.: ' Neural-network-based algorithm for power transformer differential relays ', IEE Proc., Gener. Transm. Distrib., 1995, 142, (4), p. 386-392 10.1049/ip-gtd:19951817 1350-2360
    • (1995) IEE Proc., Gener. Transm. Distrib. , vol.142 , Issue.4 , pp. 386-392
    • Bastard, P.1    Meunier, M.2    Regal, H.3
  • 19
    • 0242657806 scopus 로고    scopus 로고
    • ANN-based harmonic restraint differential protection of power transformer
    • Moravej, Z., and Vishwakarma, D.N.: ' ANN-based harmonic restraint differential protection of power transformer ', IE (I) J. EL, 2003, 84, (1), p. 1-6
    • (2003) IE (I) J. EL , vol.84 , Issue.1 , pp. 1-6
    • Moravej, Z.1    Vishwakarma, D.N.2
  • 20
    • 9244227975 scopus 로고    scopus 로고
    • New dynamical optimal learning for linear multilayer FNN
    • 10.1109/TNN.2004.830801 1045-9227
    • Tan, K.C., and Tang, H.J.: ' New dynamical optimal learning for linear multilayer FNN ', IEEE Trans. Neural Netw., 2004, 15, (6), p. 1562-1568 10.1109/TNN.2004.830801 1045-9227
    • (2004) IEEE Trans. Neural Netw. , vol.15 , Issue.6 , pp. 1562-1568
    • Tan, K.C.1    Tang, H.J.2
  • 21
    • 0037400485 scopus 로고    scopus 로고
    • Application of radial basis function neural network for differential relaying of a power transformer
    • Moravej, Z., Vishwakarma, D.N., and Singh, S.P.: ' Application of radial basis function neural network for differential relaying of a power transformer ', Comput. Elec. Eng., 2003, 29, (3), p. 421-434
    • Comput. Elec. Eng., 2003 , vol.29 , Issue.3 , pp. 421-434
    • Moravej, Z.1    Vishwakarma, D.N.2    Singh, S.P.3
  • 22
    • 0000759063 scopus 로고    scopus 로고
    • Radial basis probabilistic neural networks: Model and application
    • 10.1142/S0218001499000604 0218-0014
    • Huang, D.S.: ' Radial basis probabilistic neural networks: model and application ', Int. J. Pattern Recognit. Artif. Intell., 1999, 13, (7), p. 1083-1101 10.1142/S0218001499000604 0218-0014
    • (1999) Int. J. Pattern Recognit. Artif. Intell. , vol.13 , Issue.7 , pp. 1083-1101
    • Huang, D.S.1
  • 23
    • 10444248803 scopus 로고    scopus 로고
    • Determining the centers of radial basis probabilities neural networks by recursive orthogonal least-square algorithms
    • 0096-3003
    • Huang, D.S., and Zhao, W.B.: ' Determining the centers of radial basis probabilities neural networks by recursive orthogonal least-square algorithms ', Appl. Math. Comput., 2005, 162, (1), p. 461-473 0096-3003
    • (2005) Appl. Math. Comput. , vol.162 , Issue.1 , pp. 461-473
    • Huang, D.S.1    Zhao, W.B.2
  • 24
    • 0029183696 scopus 로고
    • Application of radial basis function neural network model for short-term load forecasting
    • 10.1049/ip-gtd:19951602 1350-2360
    • Ranaweera, D.K., Hubele, N.F., and Papalexopoulos, A.D.: ' Application of radial basis function neural network model for short-term load forecasting ', IEE Proc., Gener. Transm. Distrib., 1995, 142, (1), p. 45-50 10.1049/ip-gtd:19951602 1350-2360
    • (1995) IEE Proc., Gener. Transm. Distrib. , vol.142 , Issue.1 , pp. 45-50
    • Ranaweera, D.K.1    Hubele, N.F.2    Papalexopoulos, A.D.3
  • 26
    • 0031163229 scopus 로고    scopus 로고
    • Adaptive digital differential relay of parabolic characteristic for transformer protection
    • 0731-356X
    • Maheshwari, R.P., and Verma, H.K.: ' Adaptive digital differential relay of parabolic characteristic for transformer protection ', Electr. Mach. Power Syst., 1997, 25, (5), p. 459-473 0731-356X
    • (1997) Electr. Mach. Power Syst. , vol.25 , Issue.5 , pp. 459-473
    • Maheshwari, R.P.1    Verma, H.K.2
  • 27
    • 12744263521 scopus 로고    scopus 로고
    • Manitoba HVDC Research Centre, Inc., Winnipeg, Manitoba, Canada
    • Woodford, D.: ' Introduction to PSCAD V3 ', (Manitoba HVDC Research Centre, Inc., Winnipeg, Manitoba, Canada, 2001)
    • (2001) Introduction to PSCAD V3
    • Woodford, D.1
  • 28
    • 37249067152 scopus 로고    scopus 로고
    • IEEE Tutorial Course Text
    • Sachdev, M.S.: ' Microprocessor relays and protection systems ', (Publication No. 88EH0269-1-PWR) IEEE Tutorial Course Text
    • Sachdev, M.S.1
  • 29
    • 0033908161 scopus 로고    scopus 로고
    • Applying a robust heteroscedastic probabilistic neural network to analog fault detection and classification
    • 10.1109/43.822626 0278-0070
    • Yang, Z.R., Zwolinski, M., Chalk, C.D., and Williams, A.C.: ' Applying a robust heteroscedastic probabilistic neural network to analog fault detection and classification ', IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2000, 19, (1), p. 142-151 10.1109/43.822626 0278-0070
    • (2000) IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. , vol.19 , Issue.1 , pp. 142-151
    • Yang, Z.R.1    Zwolinski, M.2    Chalk, C.D.3    Williams, A.C.4
  • 30
    • 0025206332 scopus 로고
    • Probabilistic neural network
    • Specht, D.F.: ' Probabilistic neural network ', Neural Networks, 1990, 3, (1), p. 190-118
    • (1990) Neural Networks , vol.3 , Issue.1 , pp. 190-118
    • Specht, D.F.1
  • 31
    • 0001473437 scopus 로고
    • On the estimation of a probability density function and mode
    • Parzen, E.: ' On the estimation of a probability density function and mode ', Ann. Math. Statist., 1962, 3, p. 1065-1076
    • (1962) Ann. Math. Statist. , vol.3 , pp. 1065-1076
    • Parzen, E.1
  • 32
    • 0024123401 scopus 로고
    • Probabilistic neural networks for classification, mapping, or associative memory
    • July
    • Specht, D.F.: ' Probabilistic neural networks for classification, mapping, or associative memory ', Proc. IEEE Int. Joint Conf. Neural Networks, July, 1988, 1, p. 525-532
    • (1988) Proc. IEEE Int. Joint Conf. Neural Networks , vol.1 , pp. 525-532
    • Specht, D.F.1
  • 33
    • 34147202653 scopus 로고
    • Improving the performance of probabilistic neural networks
    • Musavi, M.T., Kalantri, K., and Ahmed, W.: ' Improving the performance of probabilistic neural networks ', IEEE Int. Conf. Neural Networks, 1992, 1, p. 595-600
    • (1992) IEEE Int. Conf. Neural Networks , vol.1 , pp. 595-600
    • Musavi, M.T.1    Kalantri, K.2    Ahmed, W.3
  • 34
    • 13844317036 scopus 로고    scopus 로고
    • A particle swarm optimization for economic dispatch with nonsmooth cost function
    • 10.1109/TPWRS.2004.831275 0885-8950
    • Park, J.B., Lee, K.S., Shin, J.R., and Lee, K.Y.: ' A particle swarm optimization for economic dispatch with nonsmooth cost function ', IEEE Trans. Power Syst., 2005, 20, (1), p. 34-42 10.1109/TPWRS.2004.831275 0885-8950
    • (2005) IEEE Trans. Power Syst. , vol.20 , Issue.1 , pp. 34-42
    • Park, J.B.1    Lee, K.S.2    Shin, J.R.3    Lee, K.Y.4
  • 36
    • 0344291226 scopus 로고    scopus 로고
    • Recent approaches to global optimization problems through particle swarm optimization
    • Parsopoulos, K.E., and Vrahatis, M.N.: ' Recent approaches to global optimization problems through particle swarm optimization ', Natural Comput., 2002, 1, p. 235-306
    • (2002) Natural Comput. , vol.1 , pp. 235-306
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 37
    • 0034430526 scopus 로고    scopus 로고
    • A particle swarm optimization for reactive power and voltage control considering voltage security assessment
    • 10.1109/59.898095 0885-8950
    • Yoshida, H., Kawata, K., Fukuyama, Y., Takayama, S., and Nakanishi, Y.: ' A particle swarm optimization for reactive power and voltage control considering voltage security assessment ', IEEE Trans. Power Syst., 2001, 15, (4), p. 1232-1239 10.1109/59.898095 0885-8950
    • (2001) IEEE Trans. Power Syst. , vol.15 , Issue.4 , pp. 1232-1239
    • Yoshida, H.1    Kawata, K.2    Fukuyama, Y.3    Takayama, S.4    Nakanishi, Y.5
  • 38
    • 0035126804 scopus 로고    scopus 로고
    • Improving the fermentation medium for Echinocandin B production. Part II. Particle swarm optimization
    • Cockshott, A.R., and Hartman, B.E.: ' Improving the fermentation medium for Echinocandin B production. Part II. Particle swarm optimization ', Process Biochem., 2001, 36, p. 661-669
    • (2001) Process Biochem. , vol.36 , pp. 661-669
    • Cockshott, A.R.1    Hartman, B.E.2
  • 40
    • 11144312566 scopus 로고    scopus 로고
    • FPGA implementation of a probabilistic neural network for a bioelectric human interface
    • July
    • Bu, N., Hamamoto, T., Tsuji, T., and Fukuda, O.: ' FPGA implementation of a probabilistic neural network for a bioelectric human interface ', Proc. IEEE Int. Midwest Symp. Circuits and Systems, July, 2004, 3, p. 25-28
    • (2004) Proc. IEEE Int. Midwest Symp. Circuits and Systems , vol.3 , pp. 25-28
    • Bu, N.1    Hamamoto, T.2    Tsuji, T.3    Fukuda, O.4
  • 41
    • 0001483844 scopus 로고    scopus 로고
    • A design for FPGA implementation of the probabilistic neural network
    • Minchin, G., and Zaknich, A.: ' A design for FPGA implementation of the probabilistic neural network ', Proc. IEEE TCONI'99, 1999, p. 556-559
    • (1999) Proc. IEEE TCONI'99 , pp. 556-559
    • Minchin, G.1    Zaknich, A.2
  • 42
    • 0036080017 scopus 로고    scopus 로고
    • A probabilistic neural network hardware system using a learning parameter parallel architecture
    • May 12-17
    • Aibe, N., Yasunaga, M., Yoshihara, I., and Kim, J.H.: ' A probabilistic neural network hardware system using a learning parameter parallel architecture ', Proc. IEEE Int. Conf. Neural Networks, May, 12-17, 2002, 3, p. 2270-2275
    • (2002) Proc. IEEE Int. Conf. Neural Networks , vol.3 , pp. 2270-2275
    • Aibe, N.1    Yasunaga, M.2    Yoshihara, I.3    Kim, J.H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.