An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays

The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several effo...
Ausführliche Beschreibung

Gespeichert in:

Autor*in:	Kida, Alexandre A. [verfasserIn] Labrador Rivas, Angel E. [verfasserIn] Gallego, Luis A. [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2020

Schlagwörter:	Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing

Übergeordnetes Werk:	Enthalten in: Electric power systems research - Amsterdam [u.a.] : Elsevier Science, 1977, 181
Übergeordnetes Werk:	volume:181

DOI / URN:	10.1016/j.epsr.2020.106197

Katalog-ID:	ELV003542262

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520			\|a The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control.
650		4	\|a Directional overcurrent relay
650		4	\|a Power system protection
650		4	\|a Overcurrent protection
650		4	\|a Linear programming
650		4	\|a Simulated annealing
700	1		\|a Labrador Rivas, Angel E. \|e verfasserin \|0 (orcid)0000-0001-9282-7360 \|4 aut
700	1		\|a Gallego, Luis A. \|e verfasserin \|0 (orcid)0000-0002-0592-6190 \|4 aut
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publishDate	2020
allfields	10.1016/j.epsr.2020.106197 doi (DE-627)ELV003542262 (ELSEVIER)S0378-7796(20)30004-3 DE-627 ger DE-627 rda eng 620 DE-600 52.52 bkl 53.31 bkl 53.39 bkl Kida, Alexandre A. verfasserin aut An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays 2020 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control. Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing Labrador Rivas, Angel E. verfasserin (orcid)0000-0001-9282-7360 aut Gallego, Luis A. verfasserin (orcid)0000-0002-0592-6190 aut Enthalten in Electric power systems research Amsterdam [u.a.] : Elsevier Science, 1977 181 Online-Ressource (DE-627)308447549 (DE-600)1502242-0 (DE-576)259271047 nnns volume:181 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 52.52 Thermische Energieerzeugung Wärmetechnik 53.31 Elektrische Energieübertragung 53.39 Elektrische Energietechnik: Sonstiges AR 181
spelling	10.1016/j.epsr.2020.106197 doi (DE-627)ELV003542262 (ELSEVIER)S0378-7796(20)30004-3 DE-627 ger DE-627 rda eng 620 DE-600 52.52 bkl 53.31 bkl 53.39 bkl Kida, Alexandre A. verfasserin aut An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays 2020 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control. Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing Labrador Rivas, Angel E. verfasserin (orcid)0000-0001-9282-7360 aut Gallego, Luis A. verfasserin (orcid)0000-0002-0592-6190 aut Enthalten in Electric power systems research Amsterdam [u.a.] : Elsevier Science, 1977 181 Online-Ressource (DE-627)308447549 (DE-600)1502242-0 (DE-576)259271047 nnns volume:181 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 52.52 Thermische Energieerzeugung Wärmetechnik 53.31 Elektrische Energieübertragung 53.39 Elektrische Energietechnik: Sonstiges AR 181
allfields_unstemmed	10.1016/j.epsr.2020.106197 doi (DE-627)ELV003542262 (ELSEVIER)S0378-7796(20)30004-3 DE-627 ger DE-627 rda eng 620 DE-600 52.52 bkl 53.31 bkl 53.39 bkl Kida, Alexandre A. verfasserin aut An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays 2020 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control. Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing Labrador Rivas, Angel E. verfasserin (orcid)0000-0001-9282-7360 aut Gallego, Luis A. verfasserin (orcid)0000-0002-0592-6190 aut Enthalten in Electric power systems research Amsterdam [u.a.] : Elsevier Science, 1977 181 Online-Ressource (DE-627)308447549 (DE-600)1502242-0 (DE-576)259271047 nnns volume:181 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 52.52 Thermische Energieerzeugung Wärmetechnik 53.31 Elektrische Energieübertragung 53.39 Elektrische Energietechnik: Sonstiges AR 181
allfieldsGer	10.1016/j.epsr.2020.106197 doi (DE-627)ELV003542262 (ELSEVIER)S0378-7796(20)30004-3 DE-627 ger DE-627 rda eng 620 DE-600 52.52 bkl 53.31 bkl 53.39 bkl Kida, Alexandre A. verfasserin aut An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays 2020 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control. Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing Labrador Rivas, Angel E. verfasserin (orcid)0000-0001-9282-7360 aut Gallego, Luis A. verfasserin (orcid)0000-0002-0592-6190 aut Enthalten in Electric power systems research Amsterdam [u.a.] : Elsevier Science, 1977 181 Online-Ressource (DE-627)308447549 (DE-600)1502242-0 (DE-576)259271047 nnns volume:181 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 52.52 Thermische Energieerzeugung Wärmetechnik 53.31 Elektrische Energieübertragung 53.39 Elektrische Energietechnik: Sonstiges AR 181
allfieldsSound	10.1016/j.epsr.2020.106197 doi (DE-627)ELV003542262 (ELSEVIER)S0378-7796(20)30004-3 DE-627 ger DE-627 rda eng 620 DE-600 52.52 bkl 53.31 bkl 53.39 bkl Kida, Alexandre A. verfasserin aut An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays 2020 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control. Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing Labrador Rivas, Angel E. verfasserin (orcid)0000-0001-9282-7360 aut Gallego, Luis A. verfasserin (orcid)0000-0002-0592-6190 aut Enthalten in Electric power systems research Amsterdam [u.a.] : Elsevier Science, 1977 181 Online-Ressource (DE-627)308447549 (DE-600)1502242-0 (DE-576)259271047 nnns volume:181 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_150 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 52.52 Thermische Energieerzeugung Wärmetechnik 53.31 Elektrische Energieübertragung 53.39 Elektrische Energietechnik: Sonstiges AR 181
language	English
source	Enthalten in Electric power systems research 181 volume:181
sourceStr	Enthalten in Electric power systems research 181 volume:181
format_phy_str_mv	Article
bklname	Thermische Energieerzeugung Wärmetechnik Elektrische Energieübertragung Elektrische Energietechnik: Sonstiges
institution	findex.gbv.de
topic_facet	Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing
dewey-raw	620
isfreeaccess_bool	false
container_title	Electric power systems research
authorswithroles_txt_mv	Kida, Alexandre A. @@aut@@ Labrador Rivas, Angel E. @@aut@@ Gallego, Luis A. @@aut@@
publishDateDaySort_date	2020-01-01T00:00:00Z
hierarchy_top_id	308447549
dewey-sort	3620
id	ELV003542262
language_de	englisch
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author	Kida, Alexandre A.
spellingShingle	Kida, Alexandre A. ddc 620 bkl 52.52 bkl 53.31 bkl 53.39 misc Directional overcurrent relay misc Power system protection misc Overcurrent protection misc Linear programming misc Simulated annealing An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays
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topic_title	620 DE-600 52.52 bkl 53.31 bkl 53.39 bkl An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays Directional overcurrent relay Power system protection Overcurrent protection Linear programming Simulated annealing
topic	ddc 620 bkl 52.52 bkl 53.31 bkl 53.39 misc Directional overcurrent relay misc Power system protection misc Overcurrent protection misc Linear programming misc Simulated annealing
topic_unstemmed	ddc 620 bkl 52.52 bkl 53.31 bkl 53.39 misc Directional overcurrent relay misc Power system protection misc Overcurrent protection misc Linear programming misc Simulated annealing
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title	An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays
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title_full	An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays
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title_sort	an improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays
title_auth	An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays
abstract	The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control.
abstractGer	The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control.
abstract_unstemmed	The coordination of directional overcurrent relays (DOCRs) is a constrained and nonlinear optimization problem which consists in finding suitable plug and time dial settings so that the relay operational times are minimized, keeping selectivity and sensitivity characteristics. Recently, several efforts have been devoted to automate the coordination of DOCRs. This paper proposes a hybrid technique entitled simulated annealing–linear programming (SA-LP) to achieve the optimal coordination of DOCRs. Five test-systems (IEEE-3, IEEE-6, IEEE-8, IEEE-15 and IEEE-30 bus) are used to verify the effectiveness of the proposed technique. Results obtained with the SA-LP are confronted against other optimization techniques reported in specialized literature, under identical conditions. The proposed approach presented good quality solutions, low computational processing times and great convergence towards the optimum solution, presenting an advantage over adaptive coordination tendency by enhancing monitoring, communication capabilities and grid control.
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title_short	An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays
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author2	Labrador Rivas, Angel E. Gallego, Luis A.
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An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays

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