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Volumn 54, Issue , 2014, Pages 408-424

Optimized echo state networks using a big bang-big crunch algorithm for distance protection of series-compensated transmission lines

Author keywords

Big bang big crunch optimization algorithm; Distance protection; Echo state network; Thyristor controlled series capacitor; Time delay neural network

Indexed keywords

DISTANCE PROTECTION; ECHO STATE NETWORKS; OPTIMIZATION ALGORITHMS; THYRISTOR CONTROLLED SERIES CAPACITOR; TIME DELAY NEURAL NETWORKS;

EID: 84882949681     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2013.07.024     Document Type: Article
Times cited : (18)

References (47)
  • 2
    • 26244447319 scopus 로고    scopus 로고
    • TCSC impact on communication-aided distance-protection schemes and its mitigation
    • DOI 10.1049/ip-gtd:20045261
    • T.S. Sidhu, and M. Khederzadeh TCSC impact on communication-aided distance protection schemes and its mitigation IEE Proc Gener Transm Distrib 152 2005 714 728 (Pubitemid 41413279)
    • (2005) IEE Proceedings: Generation, Transmission and Distribution , vol.152 , Issue.5 , pp. 714-728
    • Sidhu, T.S.1    Khederzadeh, M.2
  • 3
    • 33244475300 scopus 로고    scopus 로고
    • Impact of TCSC on the protection of transmission lines
    • DOI 10.1109/TPWRD.2005.858798
    • M. Khederzadeh, and T.S. Sidhu Impact of TCSC on the protection of transmission lines IEEE Trans Power Deliv 21 2006 80 87 (Pubitemid 43279786)
    • (2006) IEEE Transactions on Power Delivery , vol.21 , Issue.1 , pp. 80-87
    • Khederzadeh, M.1    Sidhu, T.S.2
  • 4
    • 34547738475 scopus 로고    scopus 로고
    • Wavelet packet-based digital relaying for advanced series compensated line
    • DOI 10.1049/iet-gtd:20070052
    • S.R. Samantaray, and P.K. Dash Wavelet packet-based digital relaying for advanced series compensated line IEE Proc Gener Transm Distrib 1 2007 784 792 (Pubitemid 47236954)
    • (2007) IET Generation, Transmission and Distribution , vol.1 , Issue.5 , pp. 784-792
    • Samantaray, S.R.1    Dash, P.K.2
  • 5
    • 0026745196 scopus 로고
    • Ultra-high speed protection of series compensated lines
    • D.W.P. Thomas, and C. Christopulos Ultra-high speed protection of series compensated lines IEEE Trans Power Deliv 7 1992 139 145
    • (1992) IEEE Trans Power Deliv , vol.7 , pp. 139-145
    • Thomas, D.W.P.1    Christopulos, C.2
  • 6
    • 0025246436 scopus 로고
    • Swivelling characteristic for the protection of series compensated lines
    • DOI 10.1016/0378-7796(90)90043-3
    • M.E. Mandour, and A.A. El-Alaily Swivelling characteristic for the protection of series compensated lines Electr Power Syst Res 18 1990 31 35 (Pubitemid 20682354)
    • (1990) Electric Power Systems Research , vol.18 , Issue.1 , pp. 31-35
    • Mandour, M.E.1    El-Alaily, A.A.2
  • 7
    • 0037567275 scopus 로고    scopus 로고
    • An adaptive protection scheme for advanced series compensated (ASC) transmission lines
    • A.A. Girgis, A.A. Sallam, and A.K. El-Din An adaptive protection scheme for advanced series compensated (ASC) transmission lines IEEE Trans Power Deliv 13 1998 414 420 (Pubitemid 128741497)
    • (1998) IEEE Transactions on Power Delivery , vol.13 , Issue.2 , pp. 414-420
    • Girgis, A.A.1    Sallam, A.A.2    Karim El-Din, A.3
  • 8
    • 23844520493 scopus 로고    scopus 로고
    • Using instantaneous values for estimating fault locations on series compensated transmission lines
    • DOI 10.1016/j.epsr.2005.03.004, PII S0378779605001434
    • M. Al-Dabbagh, and S.K. Kapuduwage Using instantaneous values for estimating fault locations on series compensated transmission lines Electr Power Syst Res 76 2005 25 32 (Pubitemid 41165531)
    • (2005) Electric Power Systems Research , vol.76 , Issue.1-3 , pp. 25-32
    • Al-Dabbagh, M.1    Kapuduwage, S.K.2
  • 9
    • 33745621632 scopus 로고    scopus 로고
    • Usage of wavelet transform in the protection of series-compensated transmission lines
    • DOI 10.1109/TPWRD.2006.876981
    • A.I. Megahed, A.M. Moussa, and A.E. Bayoumy Usage of wavelet transform in the protection of series-compensated transmission lines IEEE Trans Power Deliv 21 2006 1213 1221 (Pubitemid 43983643)
    • (2006) IEEE Transactions on Power Delivery , vol.21 , Issue.3 , pp. 1213-1221
    • Megahed, A.I.1    Moussa, A.M.2    Bayoumy, A.E.3
  • 10
    • 79956144722 scopus 로고    scopus 로고
    • Fault location in a series compensated transmission line based on wavelet packet decomposition and support vector regression
    • A.A. Yusuff, C. Fei, A.A. Jimoh, and J.L. Munda Fault location in a series compensated transmission line based on wavelet packet decomposition and support vector regression Electr Power Syst Res 81 2011 1258 1265
    • (2011) Electr Power Syst Res , vol.81 , pp. 1258-1265
    • Yusuff, A.A.1    Fei, C.2    Jimoh, A.A.3    Munda, J.L.4
  • 11
    • 0032118433 scopus 로고    scopus 로고
    • Method to improve digital distance relay impedance measurement when used in series compensated lines protected by a metal oxide varistor
    • F. Ghassemi, J. Goodarzi, and A.T. Johns Method to improve digital distance relay impedance measurement when used in series compensated lines protected by a metal oxide varistor IEE Proc Gener Transm Distrib 145 1998 403 408 (Pubitemid 128729340)
    • (1998) IEE Proceedings: Generation, Transmission and Distribution , vol.145 , Issue.4 , pp. 403-408
    • Ghassemi, F.1    Goodarzi, J.2    Johns, A.T.3
  • 12
    • 0030260934 scopus 로고    scopus 로고
    • Algorithm for locating faults on series compensated lines using neural network and deterministic methods
    • D. Novosel, B. Bachmann, D. Hart, Y. Hu, and M.M. Saha Algorithm for locating faults on series compensated lines using neural network and deterministic methods IEEE Trans Power Deliv 11 1996 1728 1736
    • (1996) IEEE Trans Power Deliv , vol.11 , pp. 1728-1736
    • Novosel, D.1    Bachmann, B.2    Hart, D.3    Hu, Y.4    Saha, M.M.5
  • 13
    • 0029698709 scopus 로고    scopus 로고
    • Performance of an adaptive protection scheme for series compensated EHV transmission systems using neural networks
    • DOI 10.1016/0378-7796(95)01014-9
    • Q.Y. Xuan, Y.H. Song, A.T. Johns, R. Morgan, and D. Williams Performance of an adaptive protection scheme for series compensated EHV transmission systems using neural networks Electr Power Syst Res 36 1996 57 66 (Pubitemid 126349137)
    • (1996) Electric Power Systems Research , vol.36 , Issue.1 , pp. 57-66
    • Xuan, Q.Y.1    Song, Y.H.2    Johns, A.T.3    Morgan, R.4    Williams, D.5
  • 14
    • 0030291347 scopus 로고    scopus 로고
    • Artificial neural-network-based protection scheme for controllable series-compensated EHV transmission lines
    • Y.H. Song, A.T. Johns, and Q.Y. Xuan Artificial neural-network-based protection scheme for controllable series-compensated EHV transmission lines IEE Proc Gener Transm Distrib 143 1996 535 540 (Pubitemid 126766016)
    • (1996) IEE Proceedings: Generation, Transmission and Distribution , vol.143 , Issue.6 , pp. 535-540
    • Song, Y.H.1    Johns, A.T.2    Xuan, Q.Y.3
  • 15
    • 18844444465 scopus 로고    scopus 로고
    • Modern approaches for protection of series compensated transmission lines
    • DOI 10.1016/j.epsr.2004.10.016, PII S0378779605000969
    • A.Y. Abdelaziz, A.M. Ibrahim, M.M. Mansour, and H.E. Talaat Modern approaches for protection of series compensated transmission lines Electr Power Syst Res 75 2005 85 98 (Pubitemid 40683950)
    • (2005) Electric Power Systems Research , vol.75 , Issue.1 , pp. 85-98
    • Abdelaziz, A.Y.1    Ibrahim, A.M.2    Mansour, M.M.3    Talaat, H.E.4
  • 16
    • 44949225066 scopus 로고    scopus 로고
    • Design and implementation of a new neural network-based high speed distance relay
    • M. Sanaye-Pasand, and H. Khorashadi-zadeh Design and implementation of a new neural network-based high speed distance relay Eur Trans Electr Power 18 2008 364 384
    • (2008) Eur Trans Electr Power , vol.18 , pp. 364-384
    • Sanaye-Pasand, M.1    Khorashadi-Zadeh, H.2
  • 17
    • 79952004740 scopus 로고    scopus 로고
    • Transmission lines distance protection using artificial neural networks
    • R.C.D. Santos, and E.S. Senger Transmission lines distance protection using artificial neural networks Int J Electr Power Energy Syst 33 2011 721 730
    • (2011) Int J Electr Power Energy Syst , vol.33 , pp. 721-730
    • Santos, R.C.D.1    Senger, E.S.2
  • 18
    • 79956090028 scopus 로고    scopus 로고
    • Application of extreme learning machine for series compensated transmission line protection
    • V. Malathi, N.S. Marimuthu, S. Baskar, and K. Ramar Application of extreme learning machine for series compensated transmission line protection Eng Appl Artif Intel 24 2011 880 887
    • (2011) Eng Appl Artif Intel , vol.24 , pp. 880-887
    • Malathi, V.1    Marimuthu, N.S.2    Baskar, S.3    Ramar, K.4
  • 19
    • 57449087638 scopus 로고    scopus 로고
    • Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm
    • N. Amjady, and F. Keynia Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm Energy 34 2009 46 57
    • (2009) Energy , vol.34 , pp. 46-57
    • Amjady, N.1    Keynia, F.2
  • 20
    • 0031168486 scopus 로고    scopus 로고
    • Protection scheme for EHV transmission systems with thyristor controlled series compensation using radial basis function neural networks
    • Y.H. Song, Q.Y. Xuan, and A.T. Johns Protection scheme for EHV transmission systems with thyristor controlled series compensation using radial basis function neural networks Electr Power Compon Syst 22 1997 553 565 (Pubitemid 127720085)
    • (1997) Electric Machines and Power Systems , vol.25 , Issue.5 , pp. 553-565
    • Song, Y.H.1    Xuan, Q.Y.2    Johns, A.T.3
  • 22
    • 77951143132 scopus 로고    scopus 로고
    • Application of recurrent neural network toward distance transmission lines protection
    • Singapore, 23-26 January
    • Oonsivilai A, Saichoomdee S. Application of recurrent neural network toward distance transmission lines protection. In: Proceedings of IEEE TENCON, Singapore, 23-26 January, 2009.
    • (2009) Proceedings of IEEE TENCON
    • Oonsivilai, A.1    Saichoomdee, S.2
  • 23
    • 1842436050 scopus 로고    scopus 로고
    • The echo state approach to analysing and training recurrent neural networks
    • [date: 2011.07.23]
    • Jaeger H. The echo state approach to analysing and training recurrent neural networks. GMD report 148, German National Research Center for Information Technology; 2001. < http://cseweb.ucsd.edu/users/gary/258a/papers/ EchoStatesTechRep.pdf > [date: 2011.07.23].
    • (2001) GMD report 148, German National Research Center for Information Technology
    • Jaeger, H.1
  • 24
    • 34249874927 scopus 로고    scopus 로고
    • Learning grammatical structure with Echo State Networks
    • DOI 10.1016/j.neunet.2007.04.013, PII S0893608007000354, Echo State Networks and Liquid State Machines
    • M.H. Tong, A.D. Bickett, E.M. Christiansen, and G.W. Cottrell Learning grammatical structure with echo state networks Neural Network 20 2007 424 432 (Pubitemid 46863404)
    • (2007) Neural Networks , vol.20 , Issue.3 , pp. 424-432
    • Tong, M.H.1    Bickett, A.D.2    Christiansen, E.M.3    Cottrell, G.W.4
  • 25
    • 34249776914 scopus 로고    scopus 로고
    • Online design of an echo state network based wide area monitor for a multimachine power system
    • DOI 10.1016/j.neunet.2007.04.021, PII S0893608007000500, Echo State Networks and Liquid State Machines
    • G.K. Venayagamoorthy Online design of an echo state network based wide area monitor for a multimachine power system Neural Network 20 2007 404 413 (Pubitemid 46856113)
    • (2007) Neural Networks , vol.20 , Issue.3 , pp. 404-413
    • Venayagamoorthy, G.K.1
  • 26
    • 79955615971 scopus 로고    scopus 로고
    • Intelligent stock trading system based on improved technical analysis and echo state network
    • X. Lin, Z. Yang, and Y. Song Intelligent stock trading system based on improved technical analysis and echo state network Expert Syst Appl 38 2011 11347 11354
    • (2011) Expert Syst Appl , vol.38 , pp. 11347-11354
    • Lin, X.1    Yang, Z.2    Song, Y.3
  • 27
    • 84862788716 scopus 로고    scopus 로고
    • Prediction for noisy nonlinear time series by echo state networks based on dual estimation
    • C. Sheng, J. Zhao, Y. Liu, and W. Wang Prediction for noisy nonlinear time series by echo state networks based on dual estimation Neurocomputing 82 2012 186 195
    • (2012) Neurocomputing , vol.82 , pp. 186-195
    • Sheng, C.1    Zhao, J.2    Liu, Y.3    Wang, W.4
  • 28
    • 84862780181 scopus 로고    scopus 로고
    • Modeling and control of McKibben artificial muscle enhanced with echo state networks
    • K. Xing, Y. Wang, Q. Zhu, and H. Zhou Modeling and control of McKibben artificial muscle enhanced with echo state networks Control Eng Pract 20 2012 477 488
    • (2012) Control Eng Pract , vol.20 , pp. 477-488
    • Xing, K.1    Wang, Y.2    Zhu, Q.3    Zhou, H.4
  • 29
    • 84864044808 scopus 로고    scopus 로고
    • Neural estimation of voltage-sag waveforms of non-monitored sensitive loads at monitored locations in distribution networks considering DGs
    • A. Deihimi, and A. Momeni Neural estimation of voltage-sag waveforms of non-monitored sensitive loads at monitored locations in distribution networks considering DGs Electr Power Syst Res 92 2012 123 137
    • (2012) Electr Power Syst Res , vol.92 , pp. 123-137
    • Deihimi, A.1    Momeni, A.2
  • 30
    • 84857685530 scopus 로고    scopus 로고
    • Application of echo state networks in short-term electric load forecasting
    • A. Deihimi, and H. Showkati Application of echo state networks in short-term electric load forecasting Energy 39 2012 327 340
    • (2012) Energy , vol.39 , pp. 327-340
    • Deihimi, A.1    Showkati, H.2
  • 32
    • 17844386609 scopus 로고    scopus 로고
    • Analytical modeling of TCSC dynamics
    • DOI 10.1109/TPWRD.2004.833904
    • D. Jovcic, and G.N. Pillai Analytical modeling of TCSC dynamics IEEE Trans Power Deliv 20 2005 1097 1104 (Pubitemid 40583622)
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.2 , pp. 1097-1104
    • Jovcic, D.1    Pillai, G.N.2
  • 33
    • 69449092740 scopus 로고    scopus 로고
    • Effects of spectral radius and settling time in the performance of echo state networks
    • G.K. Venayagamoorthy, and B. Shishir Effects of spectral radius and settling time in the performance of echo state networks Neural Network 22 2009 861 863
    • (2009) Neural Network , vol.22 , pp. 861-863
    • Venayagamoorthy, G.K.1    Shishir, B.2
  • 34
    • 27544500819 scopus 로고    scopus 로고
    • A new optimization method: Big Bang-Big Crunch
    • DOI 10.1016/j.advengsoft.2005.04.005, PII S0965997805000827
    • O.K. Erol, and I. Eksin A new optimization method: big bang-big crunch Adv Eng Software 37 2006 106 111 (Pubitemid 41543030)
    • (2006) Advances in Engineering Software , vol.37 , Issue.2 , pp. 106-111
    • Erol, O.K.1    Eksin, I.2
  • 35
    • 79957989823 scopus 로고    scopus 로고
    • Adaptive fuzzy model based inverse controller design using BB-BC optimization algorithm
    • T. Kumbasar, I. Eksin, M. Guzelkaya, and E. Yesil Adaptive fuzzy model based inverse controller design using BB-BC optimization algorithm Expert Syst Appl 38 2011 12356 12364
    • (2011) Expert Syst Appl , vol.38 , pp. 12356-12364
    • Kumbasar, T.1    Eksin, I.2    Guzelkaya, M.3    Yesil, E.4
  • 36
    • 79953719963 scopus 로고    scopus 로고
    • Uniform big bang-chaotic big crunch optimization
    • B. Alatas Uniform big bang-chaotic big crunch optimization Commun Nonlinear Sci Numer Simulat 16 2011 3696 3703
    • (2011) Commun Nonlinear Sci Numer Simulat , vol.16 , pp. 3696-3703
    • Alatas, B.1
  • 37
    • 84865860557 scopus 로고    scopus 로고
    • An exponential big bang-big crunch algorithm for discrete design optimization of steel frames
    • O. Hasancebi, and S. Kazemzadeh Azad An exponential big bang-big crunch algorithm for discrete design optimization of steel frames Comput Struct 110-111 2011 167 179
    • (2011) Comput Struct , vol.110-111 , pp. 167-179
    • Hasancebi, O.1    Kazemzadeh Azad, S.2
  • 38
    • 84869866375 scopus 로고    scopus 로고
    • 2 and cost optimization of reinforced concrete frames using a big bang-big crunch algorithm
    • 2 and cost optimization of reinforced concrete frames using a big bang-big crunch algorithm Eng Struct 48 2013 363 372
    • (2013) Eng Struct , vol.48 , pp. 363-372
    • Camp, C.V.1    Huq, F.2
  • 39
    • 84881542076 scopus 로고    scopus 로고
    • A novel order diminution of LTI systems using big bang big crunch optimization and Routh approximation
    • Desai SR, Prasad R. A novel order diminution of LTI systems using big bang big crunch optimization and Routh approximation. Appl Math Model, 2013 http://dx.doi.org/10.1016/j.apm.2013.02.052.
    • (2013) Appl Math Model
    • Desai, S.R.1    Prasad, R.2
  • 40
    • 84861339977 scopus 로고    scopus 로고
    • Truss optimization with natural frequency constraints using a hybridized CSS-BBBC algorithm with trap recognition capability
    • A. Kaveh, and A. Zolghadr Truss optimization with natural frequency constraints using a hybridized CSS-BBBC algorithm with trap recognition capability Comput Struct 102-103 2012 14 27
    • (2012) Comput Struct , vol.102-103 , pp. 14-27
    • Kaveh, A.1    Zolghadr, A.2
  • 41
    • 78049426074 scopus 로고    scopus 로고
    • Big bang-big crunch optimization for parameter estimation in structural systems
    • H. Tang, J. Zhou, S. Xue, and L. Xie Big bang-big crunch optimization for parameter estimation in structural systems Mech Syst Signal Process 24 2010 2888 2897
    • (2010) Mech Syst Signal Process , vol.24 , pp. 2888-2897
    • Tang, H.1    Zhou, J.2    Xue, S.3    Xie, L.4
  • 42
    • 71949125186 scopus 로고    scopus 로고
    • Optimal design of Schwedler and ribbed domes via hybrid big bang-big crunch algorithm
    • A. Kaveh, and S. Talatahari Optimal design of Schwedler and ribbed domes via hybrid big bang-big crunch algorithm J Constr Steel Res 66 2010 412 419
    • (2010) J Constr Steel Res , vol.66 , pp. 412-419
    • Kaveh, A.1    Talatahari, S.2
  • 43
    • 67651210697 scopus 로고    scopus 로고
    • Size optimization of space trusses using big bang-big crunch algorithm
    • A. Kaveh, and S. Talatahari Size optimization of space trusses using big bang-big crunch algorithm Comput Struct 87 2009 1129 1140
    • (2009) Comput Struct , vol.87 , pp. 1129-1140
    • Kaveh, A.1    Talatahari, S.2
  • 45
    • 79551502063 scopus 로고    scopus 로고
    • A new approach for fault classification and section detection in compensated transmission line with TCSC
    • Z. Moravej, M. Pazoki, and A.A. Abdoos A new approach for fault classification and section detection in compensated transmission line with TCSC Eur Trans Electr Power 21 2011 997 1014
    • (2011) Eur Trans Electr Power , vol.21 , pp. 997-1014
    • Moravej, Z.1    Pazoki, M.2    Abdoos, A.A.3


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