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Modified blinder-based out-of-step relays with renewable integration

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Abstract

This research investigates the impact of renewable energy integration on blinder-based Out-Of-Step (OOS) relays, which protect synchronous generators from unstable power swings. Challenges arise in distinguishing stable and unstable power swings due to fault ride-through (FRT), control operation, and weak inertia of renewable sources. Modified blinder-based OOS relays are analyzed in MATLAB using a modified Kundur two-area system. Findings show that high renewable energy penetration increases the likelihood of blinder-based relay failures during transient and small-signal stability incidents. The study also explores the effects of power swings on neighboring and remote OOS relays. Additionally, it examines the interaction between synchronous generators and renewable sources, and their impact on system stability during FRT. Modifications to single and double blinder-based OOS relays and their synchronization are proposed. The study concludes that the modified relay protection functions as inoperable for stable swings and operable for unstable swings, enhancing overall relay performance.

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References

  1. Rao JG, Pradhan AK (2017) Supervising distance relay during power swing using synchrophasor measurements. IET Gener Transm Distrib 11(17):4136–4145

    Article  Google Scholar 

  2. Lavand SA, Soman SA (2016) Predictive analytic to supervise zone 1 of distance relay using synchrophasors. IEEE Trans Power Deliv 31(4):1844–1854

    Article  Google Scholar 

  3. Shimpi KS., Student ME, Jain AM (2017) Power swing detection, blocking and unblocking logic in distance relay. In: 2017 International conference on computing methodologies and communication (ICCMC), pp 904–908

  4. Central Electricity Regulatory Commission (2012) Grid disturbance on 30th July 2012 and grid disturbance on 31st July 2012. Available: http://cercind.gov.in/2012/orders/Final_Report_Grid_Disturbance.pdf

  5. Warathe S, Patel RN (2015) Algorithm for power swing protection using DSP based numerical relay. In: 2015 2nd International Conference on signal processing and integrated networks, pp 762–767

  6. Fang Y, Jia K, Zhu Z, Feng T, Yang Z, Liu B (2019) Adaptability analysis of distance protection on the transmission lines emanating from renewable power generators. In: 2019 IEEE innovative smart grid technologies–Asia (ISGT Asia), pp 275–279

  7. Fang Y, Jia K, Yang Z, Li Y, Bi T (2019) Impact of inverter-interfaced renewable energy generators on distance protection and an improved scheme. IEEE Trans Ind Electron 66(9):7078–7088

    Article  Google Scholar 

  8. Ren G, Liu J, Wan J, Guo Y, Yu D (2017) Overview of wind power intermittency: Impacts, measurements, and mitigation solutions. Appl Energy 204:47–65

    Article  ADS  Google Scholar 

  9. Nimpitiwan N, Heydt GT, Ayyanar R, Suryanarayanan S (2007) Fault current contribution from synchronous machine and inverter based distributed generators. IEEE Trans Power Deliv 22(1):634–641

    Article  Google Scholar 

  10. Hooshyar H, Baran ME (2013) Fault analysis on distribution feeders with high penetration of PV systems. IEEE Trans Power Syst 28(3):2890–2896

    Article  ADS  Google Scholar 

  11. Rampurkar V, Pentayya P, Mangalvedekar HA, Kazi F (2016) Cascading failure analysis for indian power grid. IEEE Trans Smart Grid 7(4):1951–1960

    Article  Google Scholar 

  12. Paudyal S, Ramakrishna G, Sachdev MS (2008) Out-of-step protection using the equal area criterion in time domain–SMIB and 3-machine case studies. In: TENCON 2008–2008 IEEE region 10 conference, pp 1–6

  13. Kang D, Gokaraju R (2016) A new method for blocking third-zone distance relays during stable power swings. IEEE Trans Power Deliv 31(4):1836–1843. https://doi.org/10.1109/TPWRD.2016.2520394

    Article  Google Scholar 

  14. Tekdemir IG, Alboyaci B (2017) A novel approach for improvement of power swing blocking and deblocking functions in distance relays. IEEE Trans Power Deliv 32(4):1986–1994

    Article  Google Scholar 

  15. Sauhats A, Utans A, Biela-Dalidovicha E (2017) Equal area criterion and angle control-based out-of-step protection. In: 2017 IEEE 58th international scientific conference on power and electrical engineering of Riga technical university (RTUCON), pp 1–6. https://doi.org/10.1109/RTUCON.2017.8124752

  16. Haddadi A, Kocar I, Karaagac U, Gras H, Farantatos E (2019) Impact of wind generation on power swing protection. IEEE Trans Power Deliv 34(3):1118–1128

    Article  Google Scholar 

  17. Rezaei S (2019) Behavior of protective relays during sub synchronous resonance in transmission line and adaptation of generator out-of-step protection. IEEE Trans Ind Appl 55(6):5687–5698

    Article  Google Scholar 

  18. Desai J, Makwana V (2020) Power swing blocking algorithm based on real and reactive power transient stability. Electric Power Compon Syst 48(16–17):1673–1683. https://doi.org/10.1080/15325008.2021.1906794

    Article  Google Scholar 

  19. Desai JP, Makwana VH (2020) Phasor measurement unit incorporated adaptive out-of-step protection of synchronous generator. J Modern Power Syst Clean Energy 9(5):1–10

    Google Scholar 

  20. Jalilian A, Robinson DA (2023) A real-time setting-free synchronous generator out-of-step protection scheme based on voltage trajectory. IEEE Syst J 45:9824. https://doi.org/10.1109/JSYST.2023.3249824

    Article  Google Scholar 

  21. Regulski P, Rebizant W, Kereit M, Herrmann H-J (2018) PMU-based generator out-of-step protection. IFAC-Pap 51(28):79–84

    Google Scholar 

  22. Camarillo-Penaranda JR, Celeita D, Gutierrez M, Toro M, Ramos G (2020) An approach for out-of-step protection based on swing center voltage estimation and analytic geometry parameters. IEEE Trans Ind Appl 56(3):2402–2408

    Article  Google Scholar 

  23. Frimpong EA, Okyere PY, Asumadu J (2017) On-line determination of transient stability status using MLPNN. In: Proceeding IEEE PES power Africa, pp 23–27

  24. Li Z, Hu C, Cui D, Wang Y, Zhu Y (2022) Out-of-step protection in generator based on intelligent identification of impedance trajectory. In: 2022 International conference on artificial intelligence and computer information technology (AICIT), Yichang, China, pp 1–4. https://doi.org/10.1109/AICIT55386.2022.9930321

  25. Tealane M, Kilter J, Bagleybter O, Heimisson B, Popov M (2022) Out-of-step protection based on discrete angle derivatives. IEEE Access 10:78290–78305. https://doi.org/10.1109/ACCESS.2022.3193390

    Article  Google Scholar 

  26. Desai JP, Makwana VH (2022) Modeling and implementation of power swing detection and out-of-step protection. J Inst Eng India Ser B 103:541–548. https://doi.org/10.1007/s40031-021-00679-2

    Article  Google Scholar 

  27. Machowski J, Lubosny Z, Bialek JW, Bumby JR (2020) Power system dynamics: stability and control. Wiley, Hoboken

    Google Scholar 

  28. Donald R (2006) Protective relaying for power generation systems. CRC/Taylor & Francis, Boca Raton

    Google Scholar 

  29. I. C. Report (1973) Dynamic models for steam and hydro turbines in power system studies. IEEE Trans Power Appar Syst 92(6):1904–1915

    Article  ADS  Google Scholar 

  30. Kundur P (1994) Power system stability and control. McGraw-Hill Education, New York

    Google Scholar 

  31. Liu G, Azizi S, Sun M, Popov M, Terzija V (2018) Performance of out-of-step tripping protection under renewable integration. J Eng 2018(15):1216–1222

    Article  Google Scholar 

  32. Trevisan AS, El-Deib AA, Gagnon R, Mahseredjian J, Fecteau M (2018) Field validated generic EMT-type model of a full converter wind turbine based on a gearless externally excited synchronous generator. IEEE Trans Power Deliv 33(5):2284–2293

    Article  Google Scholar 

  33. Lee D (1992) Recommended practice for excitation system models for power system stability studies IEEE® standard 421.5–1992. Energy Dev Power Gener Comm Power Eng Soc 95:96

    Google Scholar 

  34. IEEE Committee Report (1973) Dynamic models for steam and hydro turbines in power system studies. IEEE Trans Power Appar Syst 92(6):1904–1915

    Article  Google Scholar 

Download references

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Authors and Affiliations

Authors

Contributions

JPD contributed to conceptualization, implementation, methodology, data curation, writing—original and final draft preparation, visualization, investigation, research and development, training, testing, reviewing, simulation, and result validation.

Corresponding author

Correspondence to Jigneshkumar P. Desai.

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Appendix and nomenclature

Appendix and nomenclature

1.1 Appendix A1: Kundur two area system details

The system is made up of two analogous segments linked by a highly sensitive tie line. Each region has two generating units with 900 MVA and 20 kV ratings. The following are the generator limits in p.u. based on their rated MVA and KV base:

Generator Parameters:

Bsat = 9.6; Yt1 = 0.9; H = 6.5(G1 & G2) H = 6.175 (G3 & G4); KD = 0;

Xd = 1.8; Xq = 1.7;Xl = 0.2;Xd' = 0.3. Xq' = 0.55; Xd'' = 0.25;Xq'' = 0.25; Ra = 0.0025. Td0' = 8.0 s; Tq0' = 0.4 s'; Td0'' = 0.03 s; Tq0'' = 0.05 s. Asat = 0.015

For each step-up transformer:

ZT = 0 + j0.15 pu on 900 MVA & 20/230 kV base. Off nominal ratio = 1.0

For Transmission line:

r = 0.0001pu/km; xL = 0.001pu/km; bC = 0.00175 pu/km and length = 220 km

The system is operational, with region 1 exporting 400 MW to area 2, and generators parameters:

G1:P1 = 700 MW;Q = 185MVAr; ET = 1.03(20.2) G2:P2 = 700 MW;Q = 235MVAr; Et = 1.01(10.5) G3:P3 = 719 MW;Q = 176MVAr; Et = 1.03(6.8) G4:P4 = 700 MW;Q = 202MVAr; Et = 1.01(17.0)

The following are the loads and reactive power provided by shunt capacitors on buses 7 and 9:

Bus 7: PL = 967 MW;QL = 100MVAr; QC = 200MVAr. Bus 9: PL = 1767 MW; QL = 100MVAr; QC = 350MVAr

1.2 Appendix A2: Turbine, governor, and excitation system model’s details

Steam turbine and governor modeling parameters:

Regulator gain

1

Permanent droop

0.05

dead zone

0 s

Speed relay

0.001 s

servo-motor time constants

0.15 s

Gate opening limits

Vgmin = −0.1; Vgmax = 0.1; Gmin = 0; Gmax = 4.496

Speed

3600 rpm

Steam turbine time constants

T2 = 0 s; T3 = 10 s T4 = 3.3 s;T5 = 0.5 s

Turbine torque fractions

F2 = 0;F3 = 0.36 F4 = 0.36; F5 = 0.28

Initial power

0.7778 pu

Excitation modeling data are as follows:

The low-pass filter time constant

0.002 s

Regulator gain and time constant

200 and 0.001 s

Exciter

Ke = 1 Te = 0 s

Transient gain reduction

Tb = 0 s; Tc = 0 s

Damping filter gain & time constant

Kf = 0; Tf = 0 s

Regulator output limits & gain

Efmax =  + 12.3, Efmin = −12.3, kp = 0

1.3 Appendix A3: Wind power source modeling as renewable source with usual notation

Fault ride through strategy

Mode:1 as Reactive power support, Mode:2 as zero power mode

UVRT trigger constant, OVRT trigger constant, FRT band constant, FRT max time

0.8, 1.2, 0.01, 5 s

Proportional gains: kUVRT, kOVRT

2, 2

Voltage protection parameters in p.u: Vmax, Vmaxdelay, Vmin, Vmindelay

1.25, 0.1, 0.8,5

Frequency protection parameters in p.u.: fmax, fmaxdelay, fmin, fmin delay

1.05, 1, 0.95, 1

Maximum Power of 1 unit, Total unit in W1

2 MW, 50

1.4 List of symbols

G1, G2; G3; G4

Generator 1, generator 2, generator 3 and generator 4 respectively

\(\theta 1,\theta 2;\theta 3;\theta 4\)

Rotor angle 1, rotor angle 2, rotor angle 3, rotor angle 4 respectively

\(I_{{{\text{fl}}}}\)

Full load current

\(Z_{{{\text{base}}}}\)

Base value of Impedance

\(KV_{{{\text{base}}}}\)

Base value of KV of system

\(B_{{{\text{g}}_{1} }}\)

Generator bus 1

\(B_{{{\text{g}}_{2} }}\)

Generator bus 2

\(B_{{{\text{g}}_{3} }}\)

Generator bus 3

\(B_{{{\text{g}}_{4} }}\)

Generator bus 4

\({\text{MVA}}_{{{\text{base}}}}\)

MVA base value of the system

R

Resistance in ohm

X

Reactance in ohm

W1, W2, W3, W4

Wind generator 1, wind generator 2, wind generator 3, wind generator 4 respectively

tcr

Critical Clearing time

Td1

Delay time 1 between Zmho and inner blinder

Td2

Delay time 2 for between right to left blinder ad vice versa

Td3

Delay time between two right or left blinder in DB

\(\delta\)

Power angle between generator and load

I

Current from the stator of the generator during out of step conditions

Imax

Maximum current through generator stator

t

Simulation run time

VPOC

Voltage at the point of common coupling

PPOC

Active power at the point of common coupling

QPOC

Reactive power at the point of common coupling

1.5 List of abbreviations

CCT

Critical clearing time

CT

Current transformer

DB

Double blinder

EAC

Equal area criteria

EMTDC

Electromagnetic transients including DC

LVRT

Low voltage ride through

GU

Generator transformer unit

HV

High voltage

OOS

Out of step

PT

Potential transformer

POC

Point of common coupling

PSCAD

Power system computer-aided design

SB

Single blinder

MATALB

Math works laboratory

SIMULINK

MATLAB-based graphical programming environment for modeling

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Desai, J.P. Modified blinder-based out-of-step relays with renewable integration. Electr Eng 106, 493–507 (2024). https://doi.org/10.1007/s00202-023-01993-2

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