Mixed Integer Linear Programming Applied to Adaptive Directional Overcurrent Protection Considering N-1 Contingency

This work proposes a methodology for directional overcurrent protection coordination in interconnected transmission systems considering a possible network contingency state. The methodology uses the short-circuit data of the current network topology; however, the maximum load current data in the pro...

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Vydáno v:	IEEE transactions on industry applications Ročník 59; číslo 3; s. 2807 - 2821
Hlavní autoři:	Martin, Klaus Tesser, Marchesan, Adriano Cavalheiro, de Araujo, Olinto Cesar Bassi, Cardoso, Ghendy, da Silva, Marcelo Freitas
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.05.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Adaptive protection Circuits Communications systems Contingency Contingency management Coordination directional overcurrent relay Integer programming Linear programming Methodology Mixed integer Mixed integer linear programming Network topologies Network topology Overcurrent power system protection Power systems Relays Short circuits Short-circuit currents Smart grid Test systems Topology
ISSN:	0093-9994, 1939-9367
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Abstract	This work proposes a methodology for directional overcurrent protection coordination in interconnected transmission systems considering a possible network contingency state. The methodology uses the short-circuit data of the current network topology; however, the maximum load current data in the protection section of each relay is obtained considering the n-1 criterion, already foreseeing the disconnection of some network line. Thus, if a line gets disconnected, other protective devices will not improperly actuate by the redistribution of load currents in the network. The objective is to propose an adaptive protection scheme to redo the coordination for each topological change in the network. To this end, this work considers a smart grid environment with a supervisory system with communication capability between this and the remote devices. To obtain the optimal performance, the coordination problem, originally non-linear and non-convex, is linearized, allowing its formulation as a Mixed Integer Linear Programming problem. The methodology is applied to the 8-bus test system in 3 different cases and the 30-bus test system. Results show that the optimal coordination is obtained in a fast computational processing time, showing the suitability of the methodology for real-time application.
AbstractList	This work proposes a methodology for directional overcurrent protection coordination in interconnected transmission systems considering a possible network contingency state. The methodology uses the short-circuit data of the current network topology; however, the maximum load current data in the protection section of each relay is obtained considering the n-1 criterion, already foreseeing the disconnection of some network line. Thus, if a line gets disconnected, other protective devices will not improperly actuate by the redistribution of load currents in the network. The objective is to propose an adaptive protection scheme to redo the coordination for each topological change in the network. To this end, this work considers a smart grid environment with a supervisory system with communication capability between this and the remote devices. To obtain the optimal performance, the coordination problem, originally non-linear and non-convex, is linearized, allowing its formulation as a Mixed Integer Linear Programming problem. The methodology is applied to the 8-bus test system in 3 different cases and the 30-bus test system. Results show that the optimal coordination is obtained in a fast computational processing time, showing the suitability of the methodology for real-time application.
Author	da Silva, Marcelo Freitas de Araujo, Olinto Cesar Bassi Marchesan, Adriano Cavalheiro Martin, Klaus Tesser Cardoso, Ghendy
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References	ref13 ref12 ref15 ref11 ref10 ref16 ref19 ref18 (ref2) 2016 ref45 ref47 ref42 oudalov (ref41) 2009; 5 ref44 ref43 (ref14) 2009 ref49 ref8 ref7 ref9 ref4 ref6 ref5 ref40 ref35 ref34 ref37 ref36 ref31 ref30 ref33 ref32 ref1 ref38 saha (ref46) 2019; 8 (ref3) 2007 ref24 ref23 ref26 ref25 ref20 dwarakanath (ref17) 0 laway (ref39) 1993 ref22 saadat (ref48) 1999 ref21 ref28 ref27 ref29
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SubjectTerms	Adaptive protection Circuits Communications systems Contingency Contingency management Coordination directional overcurrent relay Integer programming Linear programming Methodology Mixed integer Mixed integer linear programming Network topologies Network topology Overcurrent power system protection Power systems Relays Short circuits Short-circuit currents Smart grid Test systems Topology
Title	Mixed Integer Linear Programming Applied to Adaptive Directional Overcurrent Protection Considering N-1 Contingency
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