A novel intervals-based algorithm for the distribution short-circuit calculation

In this paper, a novel intervals-based distribution short-circuit calculation algorithm is proposed. In distribution networks, there are various renewable energy-based generators (solar panels, wind generators, small hydro turbines, etc.), as well as loads with uncertain generation and consumption....

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Published inElectrical engineering Vol. 101; no. 4; pp. 1145 - 1162
Main Authors Obrenić, Marko Z., Vidović, Predrag M., Strezoski, Luka V.
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2019
Springer Nature B.V
Subjects
Online AccessGet full text
ISSN0948-7921
1432-0487
DOI10.1007/s00202-019-00853-2

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Abstract In this paper, a novel intervals-based distribution short-circuit calculation algorithm is proposed. In distribution networks, there are various renewable energy-based generators (solar panels, wind generators, small hydro turbines, etc.), as well as loads with uncertain generation and consumption. Therefore, short-circuit calculation has to consider all these uncertainties. The algorithm proposed in this paper deals with above-mentioned uncertainties, as well as correlations among them. Algorithm testing is performed on two test examples of distribution networks, 6-bus and 1003-bus, for the verification of its robustness and efficiency on real-life, large-scale systems. The results demonstrate that the proposed algorithm provides highly accurate results and that it is able to solve real-life short-circuit problems with a higher precision than the traditional deterministic short-circuit calculation algorithms.
AbstractList In this paper, a novel intervals-based distribution short-circuit calculation algorithm is proposed. In distribution networks, there are various renewable energy-based generators (solar panels, wind generators, small hydro turbines, etc.), as well as loads with uncertain generation and consumption. Therefore, short-circuit calculation has to consider all these uncertainties. The algorithm proposed in this paper deals with above-mentioned uncertainties, as well as correlations among them. Algorithm testing is performed on two test examples of distribution networks, 6-bus and 1003-bus, for the verification of its robustness and efficiency on real-life, large-scale systems. The results demonstrate that the proposed algorithm provides highly accurate results and that it is able to solve real-life short-circuit problems with a higher precision than the traditional deterministic short-circuit calculation algorithms.
Author Strezoski, Luka V.
Obrenić, Marko Z.
Vidović, Predrag M.
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  surname: Strezoski
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  organization: Faculty of Technical Sciences, University of Novi Sad
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10.1109/TPWRS.2012.2209462
10.1109/59.867133
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Issue 4
Keywords Short circuit
Uncertainty
Correlation
Distribution network
Interval arithmetic
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Joint Working GroupFault current contribution from wind plantsIEEE Power Energy Soc201510.1109/CPRE.2015.7102165
RodgersJLNicewanderWAThirteen ways to look at the correlation coefficientAm Stat198842596610.1080/00031305.1988.10475524
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StrezoskiVCBekutDDA canonical model for the study of faults in power systemsIEEE Trans Power Syst199141493149910.1109/59.116995
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StrezoskiLVPricaMDLoparoKAGeneralized Δ-circuit concept for integration of distributed generators in online short-circuit calculationsIEEE Trans Power Syst201743237324510.1109/TPWRS.2016.2617158
GaoFIravaniMRA control strategy for a distributed generation unit in grid-connected and autonomous modes of operationIEEE Trans Power Deliv2008285085910.1109/TPWRD.2007.915950
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BegovićMMElectrical transmission systems and smart grids2013New YorkSpringer10.1007/978-1-4614-5830-2
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JabrRADzaficIA Fortescue approach for real-time short circuit computation in multiphase distribution networksIEEE Trans Power Syst201563276328510.1109/TPWRS.2014.2376198
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SullaFSvenssonJSamuelssonOSymmetrical and unsymmetrical short-circuit current of squirrel-cage and doubly-fed induction generatorsElectr Power Syst Res201171610161810.1016/j.epsr.2011.03.016
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LinWMOuTCUnbalanced distribution network fault analysis with hybrid compensationIET Gener Transm Distrib201119210010.1049/iet-gtd.2008.0627
ShirmohammadiDHongHWSemlyenALuoGXA compensation-based power flow method for weakly meshed distribution and transmission networksIEEE Trans Power Syst1988275376210.1109/59.192932
LuoGXSemlyenAEfficient load flow for large weekly meshed networksIEEE Trans Power Syst199041309131610.1109/59.99382
MooreREInterval analysis1966Englewood CliffsPrentice-Hall0176.13301
RankovićAMaksimovićBMSarićATLukičUANN-based correlation of measurements in micro-grid state estimationInt Trans Electr Energy Syst2014102181220210.1002/etep.1956
AndersonPMAnalysis of faulted power systems1995New YorkIEEE Press
PiegatALandowskiMIs the conventional interval arithmetic correct?J Theor Appl Comput Sci201222744
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WM Lin (853_CR11) 2011; 1
AR Bergen (853_CR2) 2000
VC Strezoski (853_CR8) 2015; 10
F Gao (853_CR15) 2008; 2
X Zhang (853_CR10) 1995; 4
A Piegat (853_CR30) 2013; 4
PAN Garcia (853_CR34) 2000; 2
LV Strezoski (853_CR17) 2017; 4
853_CR16
PM Vidović (853_CR28) 2017; 90
FJ Ruiz-Rodriguez (853_CR21) 2017; 2
GX Luo (853_CR36) 1990; 4
853_CR13
853_CR35
Y Wang (853_CR27) 2016; 3
VC Strezoski (853_CR3) 1991; 4
JS Lacroix (853_CR5) 2013; 2
PR Bijwe (853_CR24) 2006; 4
Joint Working Group (853_CR14) 2015
N Zhang (853_CR19) 2013; 6
D Shirmohammadi (853_CR9) 1988; 2
N Zhang (853_CR18) 2010; 4
RA Jabr (853_CR4) 2015; 6
F Sulla (853_CR12) 2011; 7
JL Rodgers (853_CR37) 1988; 42
A Ranković (853_CR33) 2014; 10
MC Carmona (853_CR22) 2010; 1
A Bagheri (853_CR26) 2015; 12
DV Tu (853_CR6) 2014; 2
MM Begović (853_CR32) 2013
KN Maya (853_CR20) 2016; 1
PM Anderson (853_CR1) 1995
Z Weng (853_CR23) 2014; 3
853_CR7
A Piegat (853_CR29) 2012; 2
RE Moore (853_CR31) 1966
H Yu (853_CR25) 2012; 4
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– reference: BergenARVittalVPower system analysis20002Englewood CliffsPrentice Hall
– reference: ZhangXSoudiFShirmohammadiDChengCSA distribution short circuit analysis approach using hybrid compensation methodIEEE Trans Power Syst199542053205910.1109/59.476075
– reference: WangYZhangNChenQYangJKangCHuangJDependent discrete convolution based probabilistic load flow for the active distribution systemIEEE Trans Sustain Energy201631000100910.1109/TSTE.2016.2640340
– reference: RodgersJLNicewanderWAThirteen ways to look at the correlation coefficientAm Stat198842596610.1080/00031305.1988.10475524
– reference: Ruiz-RodriguezFJHernándezJCJuradoFVoltage behaviour in radial distribution systems under the uncertainties of photovoltaic systems and electric vehicle charging loadsInternational Transactions on Electrical Energy Systems20172e249010.1002/etep.2490
– reference: GarciaPANPereiraJLRCarneiroSJrda CostaVMMartinsNThree-phase power flow calculations using the current injection methodIEEE Trans Power Syst2000250851410.1109/59.867133
– reference: LuoGXSemlyenAEfficient load flow for large weekly meshed networksIEEE Trans Power Syst199041309131610.1109/59.99382
– reference: LacroixJSKocarIBelletêteMAccelerated computation of multiphase short circuit summary for unbalanced distribution systems using the concept of selected inversionIEEE Trans Power Syst201321515152210.1109/TPWRS.2012.2209462
– reference: StrezoskiLVPricaMDLoparoKAGeneralized Δ-circuit concept for integration of distributed generators in online short-circuit calculationsIEEE Trans Power Syst201743237324510.1109/TPWRS.2016.2617158
– reference: TuDVChaitusaneySYokoyamaAMaximum-allowable distributed generation considering fault ride-through requirement and reach reduction of utility relayIEEE Trans Power Deliv2014253454110.1109/TPWRD.2013.2279803
– reference: SullaFSvenssonJSamuelssonOSymmetrical and unsymmetrical short-circuit current of squirrel-cage and doubly-fed induction generatorsElectr Power Syst Res201171610161810.1016/j.epsr.2011.03.016
– reference: StrezoskiVCVidovićPMPower flow for general mixed distribution networksInt Trans Electr Energy Syst2015102455247110.1002/etep.1974
– reference: Strezoski LV, Katic V, Dumnic B, Prica MD (2016) Short-circuit modeling of inverter based distributed generators considering the FRT requirements. In: IEEE North American power symposium (NAPS), Denver, CO, USA, Sept 18–20, 2016. https://doi.org/10.1109/NAPS.2016.7747900
– reference: YuHRosehartWDAn optimal power flow algorithm to achieve robust operation considering load and renewable generation uncertaintiesIEEE Trans Power Syst201241808181710.1109/TPWRS.2012.2194517
– reference: RankovićAMaksimovićBMSarićATLukičUANN-based correlation of measurements in micro-grid state estimationInt Trans Electr Energy Syst2014102181220210.1002/etep.1956
– reference: LinWMOuTCUnbalanced distribution network fault analysis with hybrid compensationIET Gener Transm Distrib201119210010.1049/iet-gtd.2008.0627
– reference: JabrRADzaficIA Fortescue approach for real-time short circuit computation in multiphase distribution networksIEEE Trans Power Syst201563276328510.1109/TPWRS.2014.2376198
– reference: BegovićMMElectrical transmission systems and smart grids2013New YorkSpringer10.1007/978-1-4614-5830-2
– reference: ZhangNKangCDuanCTangXHuangJLuZWangWQiJSimulation methodology of multiple wind farms operation considering wind speed correlationInt J Power Energy Syst2010426427310.2316/Journal.203.2010.4.203-4843
– reference: StrezoskiVCBekutDDA canonical model for the study of faults in power systemsIEEE Trans Power Syst199141493149910.1109/59.116995
– reference: Strezoski LV, Prica MD (2016) Real-time short-circuit analysis of active distribution systems. In: IEEE power and energy conference at Illinois (PECI), Champagne, IL. https://doi.org/10.1109/PECI.2016.7459252
– reference: ShirmohammadiDHongHWSemlyenALuoGXA compensation-based power flow method for weakly meshed distribution and transmission networksIEEE Trans Power Syst1988275376210.1109/59.192932
– reference: BagheriAMonsefHLesanHEvaluating the effects of renewable and nonrenewable DGs on DNEP from the reliability, uncertainty, and operational points of view by employing hybrid GA and OPFInt Trans Electr Energy Syst2015123304332810.1002/etep.2037
– reference: CarmonaMCBehnikeRPEstevezGJFuzzy arithmetic for the DC load flowIEEE Trans Power Syst2010120621410.1109/TPWRS.2009.2030350
– reference: Joint Working GroupFault current contribution from wind plantsIEEE Power Energy Soc201510.1109/CPRE.2015.7102165
– reference: PiegatALandowskiMIs the conventional interval arithmetic correct?J Theor Appl Comput Sci201222744
– reference: VidovićPMSarićATA novel correlated intervals-based algorithm for distribution power flow calculationInt J Electr Power Energy Syst20179024525510.1016/j.ijepes.2016.12.019
– reference: Howard DF, Smith TM, Starke M, Harley RG (2012) Short circuit analysis of induction machines—wind power application. In: IEEE transmission and distribution conference and exposition, Orlando, FL. https://doi.org/10.1109/TDC.2012.6281643
– reference: MayaKNJasminEAOptimal integration of distributed generation (DG) resources in unbalanced distribution system considering uncertainty modellingInt Trans Electr Energy Syst20161e224810.1002/etep.2248
– reference: BijwePRRajuGKVFuzzy distribution power flow for weakly meshed systemsIEEE Trans Power Syst200641645165210.1109/TPWRS.2006.881138
– reference: ZhangNKangCXuQJiangCChenZLiuJModelling and simulating the spatio-temporal correlations of clustered wind power using copulaJ Electr Eng Technol201361615162510.5370/JEET.2013.8.6.1615
– reference: MooreREInterval analysis1966Englewood CliffsPrentice-Hall0176.13301
– reference: PiegatALandowskiMTwo interpretations of multidimensional RDM interval arithmetic-multiplication and divisionInt J Fuzzy Syst201344884963165076
– reference: AndersonPMAnalysis of faulted power systems1995New YorkIEEE Press
– reference: IEC 60909-0:2016 (2016) Short-circuit currents in three-phase a. c. systems—part 0: calculation of currents
– reference: WengZShiLXuZLuQYaoLNiYFuzzy power flow solution considering wind power variability and uncertaintyInt Trans Electr Energy Syst2014354757210.1002/etep.1871
– volume: 4
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Snippet In this paper, a novel intervals-based distribution short-circuit calculation algorithm is proposed. In distribution networks, there are various renewable...
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SubjectTerms Algorithms
Distribution management
Economics and Management
Electrical Engineering
Electrical Machines and Networks
Energy Policy
Engineering
Hydraulic turbines
Intervals
Mathematical analysis
Networks
Original Paper
Power Electronics
Short circuits
Uncertainty
Wind turbines
Windpowered generators
Title A novel intervals-based algorithm for the distribution short-circuit calculation
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