Optimisation-based algorithm for constructing first zone of distance protection for flexible power lines

The conventional first zone characteristic of distance protection is constructed mainly based on engineering experience, which limits its coverage of internal faults. The zone coverage is also adversely affected by the installation of series compensation devices with over-voltage protection. Despite...

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Published inIET generation, transmission & distribution Vol. 14; no. 21; pp. 4666 - 4674
Main Authors Davydova, Nadezhda, Shchetinin, Dmitry, Hug, Gabriela
Format Journal Article
LanguageEnglish
Published The Institution of Engineering and Technology 02.11.2020
Subjects
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ISSN1751-8687
1751-8695
DOI10.1049/iet-gtd.2019.1765

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Abstract The conventional first zone characteristic of distance protection is constructed mainly based on engineering experience, which limits its coverage of internal faults. The zone coverage is also adversely affected by the installation of series compensation devices with over-voltage protection. Despite research efforts to overcome these problems, developing an algorithm for constructing an optimal first zone characteristic that encloses only all separable internal faults remains a challenging task. This study addresses this issue by presenting an optimisation-based algorithm for constructing an adaptive optimal first zone characteristic for power lines. The algorithm takes into account different locations of the compensation devices along the line, their non-linear protection, and the inaccuracies in measurements and considered grid model. The proposed and conventional zone construction algorithms are compared using a grid model in MATLAB Simulink. The results demonstrate that the proposed algorithm is robust to input parameters and thus able to construct an optimal zone characteristic for a specified range of grid operating points and fault parameters. Moreover, the first zone obtained by the proposed algorithm covers substantially more internal faults than the conventional zone with optimised settings.
AbstractList The conventional first zone characteristic of distance protection is constructed mainly based on engineering experience, which limits its coverage of internal faults. The zone coverage is also adversely affected by the installation of series compensation devices with over‐voltage protection. Despite research efforts to overcome these problems, developing an algorithm for constructing an optimal first zone characteristic that encloses only all separable internal faults remains a challenging task. This study addresses this issue by presenting an optimisation‐based algorithm for constructing an adaptive optimal first zone characteristic for power lines. The algorithm takes into account different locations of the compensation devices along the line, their non‐linear protection, and the inaccuracies in measurements and considered grid model. The proposed and conventional zone construction algorithms are compared using a grid model in MATLAB Simulink. The results demonstrate that the proposed algorithm is robust to input parameters and thus able to construct an optimal zone characteristic for a specified range of grid operating points and fault parameters. Moreover, the first zone obtained by the proposed algorithm covers substantially more internal faults than the conventional zone with optimised settings.
Author Davydova, Nadezhda
Shchetinin, Dmitry
Hug, Gabriela
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Cites_doi 10.1016/j.ijepes.2016.02.014
10.1109/PMAPS.2006.360210
10.1109/TPWRD.2006.876982
10.1109/APAP.2011.6180694
10.1109/PESGM.2015.7285720
10.1109/ICSCCW.2009.5379442
10.1109/TPWRD.2007.909210
10.1109/61.915483
10.1109/TPWRD.2010.2047122
10.1109/TPWRD.2011.2178438
10.1109/PTC.2017.7981277
10.1016/j.ijepes.2010.12.029
10.1109/TPWRD.2010.2052967
10.1109/59.852112
10.1109/61.277720
10.1109/PEDES.2010.5712452
10.1109/TPWRD.2011.2159248
10.1109/TPWRD.2016.2633410
10.1007/s10107-004-0559-y
10.1109/TPEC48276.2020.9042551
10.23919/PSCC.2018.8442515
10.1007/978-3-319-20919-7
10.1109/TPWRS.1987.4335284
10.1109/TPWRD.2018.2861841
10.1109/TPWRD.2012.2236849
10.1109/TENCON.2005.301084
10.1109/61.660861
10.1109/TPWRD.2010.2091724
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Issue 21
Keywords power transmission lines
power system stability
distance protection
power system simulation
separable internal faults
flexible power lines
over-voltage protection
nonlinear protection
power transmission control
grid model
zone coverage
optimisation
proposed zone construction algorithms
conventional zone construction algorithms
power transmission protection
fault parameters
series compensation devices
power grids
optimal zone characteristic
engineering experience
optimised settings
optimisation-based algorithm
power transmission reliability
Language English
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References Sorrentino, E.; Andrade, V.D. (C6) 2011; 26
Wächter, A.; Biegler, L.T. (C33) 2006; 106
He, S.; Suonan, J.; Bo, Z.Q. (C17) 2013; 28
Salim, R.H.; Marzec, D.P.; Bretas, A.S. (C3) 2011; 26
Filomena, A.D.; Salim, R.H.; Resener, M. (C2) 2008; 23
Liu, Y.; Meliopoulos, A.P.S.; Fan, R. (C15) 2017; 32
Abdullah, A.M.; Butler-Purry, K. (C31) 2019; 10
Sidhu, T.S.; Khederzadeh, M. (C14) 2006; 21
Makwana, V.H.; Bhalja, B.R. (C19) 2012; 27
Jena, P.; Pradhan, A.K. (C13) 2010; 25
Xia, Y.Q.; Li, K.K.; David, A.K. (C8) 1994; 9
Taheri, M.M.; Seyedi, H.; Nojavan, M. (C16) 2018; 33
Dubey, R.; Samantaray, S.R.; Panigrahi, B.K. (C30) 2016; 81
Saha, M.M.; Kasztenny, B.; Rosolowski, E. (C20) 2001; 16
Goldsworthy, D.L. (C32) 1987; 2
Li, K.K.; Lai, L.L.; David, A.K. (C10) 2000; 15
Makwana, V.H.; Bhalja, B.R. (C18) 2011; 26
Santos, R.; Senger, E.C. (C28) 2011; 33
Coury, D.V.; Jorge, D.C. (C26) 1998; 13
1987; 2
2013; 28
2011
2010
2019; 10
2009
2011; 33
2006
2005
2004
1999
1994; 9
2010; 25
2001
2000; 15
2006; 21
2020
2017; 32
2008; 23
2018
2017
2016
2015
2001; 16
2011; 26
2012; 27
2016; 81
2014
2018; 33
2006; 106
1998; 13
e_1_2_7_5_2
e_1_2_7_4_2
e_1_2_7_3_2
e_1_2_7_2_2
e_1_2_7_9_2
e_1_2_7_8_2
e_1_2_7_7_2
Ziegler G. (e_1_2_7_12_2) 2011
e_1_2_7_6_2
e_1_2_7_19_2
e_1_2_7_18_2
e_1_2_7_17_2
e_1_2_7_16_2
e_1_2_7_15_2
e_1_2_7_14_2
e_1_2_7_11_2
e_1_2_7_10_2
e_1_2_7_26_2
e_1_2_7_27_2
e_1_2_7_28_2
e_1_2_7_29_2
Abdullah A.M. (e_1_2_7_32_2) 2019; 10
Anderson P.M. (e_1_2_7_13_2) 1999
e_1_2_7_25_2
e_1_2_7_24_2
e_1_2_7_30_2
e_1_2_7_23_2
e_1_2_7_31_2
e_1_2_7_22_2
e_1_2_7_21_2
e_1_2_7_33_2
e_1_2_7_20_2
e_1_2_7_34_2
e_1_2_7_35_2
e_1_2_7_36_2
References_xml – volume: 26
  start-page: 1522
  issue: 3
  year: 2011
  end-page: 1529
  ident: C6
  article-title: Optimal-Probabilistic method to compute the reach settings of distance relays
  publication-title: IEEE Trans. Power Deliv.
– volume: 23
  start-page: 1319
  issue: 3
  year: 2008
  end-page: 1326
  ident: C2
  article-title: Ground distance relaying with fault-Resistance compensation for unbalanced systems
  publication-title: IEEE Trans. Power Deliv.
– volume: 9
  start-page: 480
  issue: 1
  year: 1994
  end-page: 491
  ident: C8
  article-title: Adaptive relay setting for stand-alone digital distance protection
  publication-title: IEEE Trans. Power Deliv.
– volume: 15
  start-page: 137
  issue: 1
  year: 2000
  end-page: 142
  ident: C10
  article-title: Stand alone intelligent digital distance relay
  publication-title: IEEE Trans. Power Syst.
– volume: 32
  start-page: 2199
  issue: 5
  year: 2017
  end-page: 2209
  ident: C15
  article-title: Dynamic state estimation based protection on series compensated transmission lines
  publication-title: IEEE Trans. Power Deliv.
– volume: 28
  start-page: 835
  issue: 2
  year: 2013
  end-page: 844
  ident: C17
  article-title: Integrated impedance-based pilot protection scheme for the TCSC-compensated EHV/UHV transmission lines
  publication-title: IEEE Trans. Power Deliv.
– volume: 106
  start-page: 25
  issue: 1
  year: 2006
  end-page: 57
  ident: C33
  article-title: On the implementation of a primal-dual interior point filter line search algorithm for large-scale nonlinear programming
  publication-title: Math. Program.
– volume: 33
  start-page: 721
  year: 2011
  end-page: 730
  ident: C28
  article-title: Transmission lines distance protection using artificial neural networks
  publication-title: Int. J. Electr. Power Energy Syst.
– volume: 81
  start-page: 361
  year: 2016
  end-page: 370
  ident: C30
  article-title: Data-mining model based adaptive protection scheme to enhance distance relay performance during power swing
  publication-title: Int. J. Electr. Power Energy Syst.
– volume: 2
  start-page: 953
  issue: 4
  year: 1987
  end-page: 957
  ident: C32
  article-title: A linearized model for MOV-protected series capacitors
  publication-title: IEEE Trans. Power Syst.
– volume: 21
  start-page: 1191
  issue: 3
  year: 2006
  end-page: 1198
  ident: C14
  article-title: Series compensated line protection enhancement by modified pilot relaying schemes
  publication-title: IEEE Trans. Power Deliv.
– volume: 16
  start-page: 200
  issue: 2
  year: 2001
  end-page: 207
  ident: C20
  article-title: First zone algorithm for protection of series compensated lines
  publication-title: IEEE Trans. Power Deliv.
– volume: 27
  start-page: 910
  issue: 2
  year: 2012
  end-page: 917
  ident: C19
  article-title: A new digital distance relaying scheme for series-compensated double-circuit line during open conductor and ground fault
  publication-title: IEEE Trans. Power Deliv.
– volume: 13
  start-page: 102
  issue: 1
  year: 1998
  end-page: 108
  ident: C26
  article-title: Artificial neural network approach to distance protection of transmission lines
  publication-title: IEEE Trans. Power Deliv.
– volume: 25
  start-page: 2288
  issue: 4
  year: 2010
  end-page: 2298
  ident: C13
  article-title: A positive-sequence directional relaying algorithm for series-compensated line
  publication-title: IEEE Trans. Power Deliv.
– volume: 10
  start-page: 10
  year: 2019
  ident: C31
  article-title: Secure transmission line distance protection during wide area cascading events using artificial intelligence
  publication-title: Electr. Power Syst. Res.
– volume: 33
  start-page: 3130
  issue: 6
  year: 2018
  end-page: 3138
  ident: C16
  article-title: High-speed decision tree based series-compensated transmission lines protection using differential phase angle of superimposed current
  publication-title: IEEE Trans. Power Deliv.
– volume: 26
  start-page: 2726
  issue: 4
  year: 2011
  end-page: 2734
  ident: C18
  article-title: A new adaptive distance relaying scheme for mutually coupled series-compensated parallel transmission lines during intercircuit faults
  publication-title: IEEE Trans. Power Deliv.
– volume: 26
  start-page: 1282
  issue: 2
  year: 2011
  end-page: 1283
  ident: C3
  article-title: Phase distance relaying with fault resistance compensation for unbalanced systems
  publication-title: IEEE Trans. Power Deliv.
– year: 2011
– volume: 33
  start-page: 721
  year: 2011
  end-page: 730
  article-title: Transmission lines distance protection using artificial neural networks
  publication-title: Int. J. Electr. Power Energy Syst.
– volume: 106
  start-page: 25
  issue: 1
  year: 2006
  end-page: 57
  article-title: On the implementation of a primal‐dual interior point filter line search algorithm for large‐scale nonlinear programming
  publication-title: Math. Program.
– volume: 9
  start-page: 480
  issue: 1
  year: 1994
  end-page: 491
  article-title: Adaptive relay setting for stand‐alone digital distance protection
  publication-title: IEEE Trans. Power Deliv.
– start-page: 1
  year: 2006
  end-page: 7
  article-title: Statistical algorithm for power transmission lines distance protection
– start-page: 1
  year: 2009
  end-page: 5
  article-title: Advanced distance protection scheme for long transmission lines in electric power systems using multiple classified ANFIS networks
– volume: 33
  start-page: 3130
  issue: 6
  year: 2018
  end-page: 3138
  article-title: High‐speed decision tree based series‐compensated transmission lines protection using differential phase angle of superimposed current
  publication-title: IEEE Trans. Power Deliv.
– start-page: 473
  year: 2004
  end-page: 477
  article-title: A new approach for distance protection using artificial neural network
– volume: 25
  start-page: 2288
  issue: 4
  year: 2010
  end-page: 2298
  article-title: A positive‐sequence directional relaying algorithm for series‐compensated line
  publication-title: IEEE Trans. Power Deliv.
– start-page: 1
  year: 2015
  end-page: 5
  article-title: Determination of optimal setting parameters of distance relay in transmission systems
– year: 2001
  article-title: Distance protection of series‐compensated lines: problems and solutions
– year: 2016
– volume: 28
  start-page: 835
  issue: 2
  year: 2013
  end-page: 844
  article-title: Integrated impedance‐based pilot protection scheme for the TCSC‐compensated EHV/UHV transmission lines
  publication-title: IEEE Trans. Power Deliv.
– year: 2014
– start-page: 1
  year: 2005
  end-page: 6
  article-title: Adaptive setting of digital relay for transmission line protection
– start-page: 1
  year: 2010
  end-page: 7
  article-title: Adaptive distance relaying scheme in series compensated transmission lines
– volume: 23
  start-page: 1319
  issue: 3
  year: 2008
  end-page: 1326
  article-title: Ground distance relaying with fault‐Resistance compensation for unbalanced systems
  publication-title: IEEE Trans. Power Deliv.
– volume: 13
  start-page: 102
  issue: 1
  year: 1998
  end-page: 108
  article-title: Artificial neural network approach to distance protection of transmission lines
  publication-title: IEEE Trans. Power Deliv.
– year: 2011
  article-title: Optimization of distance protection algorithm for double‐circuit series‐compensated transmission line
– volume: 32
  start-page: 2199
  issue: 5
  year: 2017
  end-page: 2209
  article-title: Dynamic state estimation based protection on series compensated transmission lines
  publication-title: IEEE Trans. Power Deliv.
– volume: 26
  start-page: 2726
  issue: 4
  year: 2011
  end-page: 2734
  article-title: A new adaptive distance relaying scheme for mutually coupled series‐compensated parallel transmission lines during intercircuit faults
  publication-title: IEEE Trans. Power Deliv.
– volume: 26
  start-page: 1282
  issue: 2
  year: 2011
  end-page: 1283
  article-title: Phase distance relaying with fault resistance compensation for unbalanced systems
  publication-title: IEEE Trans. Power Deliv.
– volume: 2
  start-page: 953
  issue: 4
  year: 1987
  end-page: 957
  article-title: A linearized model for MOV‐protected series capacitors
  publication-title: IEEE Trans. Power Syst.
– volume: 21
  start-page: 1191
  issue: 3
  year: 2006
  end-page: 1198
  article-title: Series compensated line protection enhancement by modified pilot relaying schemes
  publication-title: IEEE Trans. Power Deliv.
– volume: 81
  start-page: 361
  year: 2016
  end-page: 370
  article-title: Data‐mining model based adaptive protection scheme to enhance distance relay performance during power swing
  publication-title: Int. J. Electr. Power Energy Syst.
– volume: 26
  start-page: 1522
  issue: 3
  year: 2011
  end-page: 1529
  article-title: Optimal‐Probabilistic method to compute the reach settings of distance relays
  publication-title: IEEE Trans. Power Deliv.
– start-page: 1
  year: 2017
  end-page: 6
  article-title: A distance protection based on the estimation of system model parameters
– start-page: 1
  year: 2020
  end-page: 6
– volume: 15
  start-page: 137
  issue: 1
  year: 2000
  end-page: 142
  article-title: Stand alone intelligent digital distance relay
  publication-title: IEEE Trans. Power Syst.
– volume: 16
  start-page: 200
  issue: 2
  year: 2001
  end-page: 207
  article-title: First zone algorithm for protection of series compensated lines
  publication-title: IEEE Trans. Power Deliv.
– volume: 27
  start-page: 910
  issue: 2
  year: 2012
  end-page: 917
  article-title: A new digital distance relaying scheme for series‐compensated double‐circuit line during open conductor and ground fault
  publication-title: IEEE Trans. Power Deliv.
– volume: 10
  start-page: 10
  year: 2019
  article-title: Secure transmission line distance protection during wide area cascading events using artificial intelligence
  publication-title: Electr. Power Syst. Res.
– year: 1999
– start-page: 1
  year: 2018
  end-page: 7
  article-title: Optimization of first zone boundary of adaptive distance protection for flexible transmission lines
– ident: e_1_2_7_31_2
  doi: 10.1016/j.ijepes.2016.02.014
– volume-title: Power system protection
  year: 1999
  ident: e_1_2_7_13_2
– ident: e_1_2_7_5_2
  doi: 10.1109/PMAPS.2006.360210
– ident: e_1_2_7_15_2
  doi: 10.1109/TPWRD.2006.876982
– ident: e_1_2_7_22_2
  doi: 10.1109/APAP.2011.6180694
– ident: e_1_2_7_35_2
– ident: e_1_2_7_8_2
  doi: 10.1109/PESGM.2015.7285720
– ident: e_1_2_7_30_2
  doi: 10.1109/ICSCCW.2009.5379442
– ident: e_1_2_7_3_2
  doi: 10.1109/TPWRD.2007.909210
– ident: e_1_2_7_24_2
– ident: e_1_2_7_21_2
  doi: 10.1109/61.915483
– ident: e_1_2_7_14_2
  doi: 10.1109/TPWRD.2010.2047122
– ident: e_1_2_7_20_2
  doi: 10.1109/TPWRD.2011.2178438
– ident: e_1_2_7_6_2
  doi: 10.1109/PTC.2017.7981277
– ident: e_1_2_7_29_2
  doi: 10.1016/j.ijepes.2010.12.029
– ident: e_1_2_7_4_2
  doi: 10.1109/TPWRD.2010.2052967
– volume-title: Numerical distance protection
  year: 2011
  ident: e_1_2_7_12_2
– ident: e_1_2_7_11_2
  doi: 10.1109/59.852112
– ident: e_1_2_7_9_2
  doi: 10.1109/61.277720
– ident: e_1_2_7_23_2
  doi: 10.1109/PEDES.2010.5712452
– ident: e_1_2_7_19_2
  doi: 10.1109/TPWRD.2011.2159248
– ident: e_1_2_7_16_2
  doi: 10.1109/TPWRD.2016.2633410
– ident: e_1_2_7_34_2
  doi: 10.1007/s10107-004-0559-y
– ident: e_1_2_7_26_2
  doi: 10.1109/TPEC48276.2020.9042551
– ident: e_1_2_7_25_2
  doi: 10.23919/PSCC.2018.8442515
– ident: e_1_2_7_2_2
  doi: 10.1007/978-3-319-20919-7
– ident: e_1_2_7_33_2
  doi: 10.1109/TPWRS.1987.4335284
– ident: e_1_2_7_17_2
  doi: 10.1109/TPWRD.2018.2861841
– ident: e_1_2_7_18_2
  doi: 10.1109/TPWRD.2012.2236849
– ident: e_1_2_7_28_2
– ident: e_1_2_7_36_2
– ident: e_1_2_7_10_2
  doi: 10.1109/TENCON.2005.301084
– ident: e_1_2_7_27_2
  doi: 10.1109/61.660861
– volume: 10
  start-page: 10
  year: 2019
  ident: e_1_2_7_32_2
  article-title: Secure transmission line distance protection during wide area cascading events using artificial intelligence
  publication-title: Electr. Power Syst. Res.
– ident: e_1_2_7_7_2
  doi: 10.1109/TPWRD.2010.2091724
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Snippet The conventional first zone characteristic of distance protection is constructed mainly based on engineering experience, which limits its coverage of internal...
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iet
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StartPage 4666
SubjectTerms conventional zone construction algorithms
distance protection
engineering experience
fault parameters
flexible power lines
grid model
nonlinear protection
optimal zone characteristic
optimisation
optimisation‐based algorithm
optimised settings
over‐voltage protection
power grids
power system simulation
power system stability
power transmission control
power transmission lines
power transmission protection
power transmission reliability
proposed zone construction algorithms
Research Article
separable internal faults
series compensation devices
zone coverage
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Title Optimisation-based algorithm for constructing first zone of distance protection for flexible power lines
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