Unbalanced radial distribution systems;
Three phase load flow;
DSTATCOM;
Feeder reconfiguration;
Seagull optimization algorithm;
DIFFERENTIAL EVOLUTION;
LOSS REDUCTION;
NETWORK RECONFIGURATION;
OPTIMAL PLACEMENT;
LOSS MINIMIZATION;
D O I:
10.1007/s00500-023-09472-3
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This paper introduces a planning mechanism for optimal feeder reconfiguration, DSTATCOM allocation, and sizing in unbalanced radial distribution systems. The minimization of total active power losses (TACPL) is considered as the main objective of this work. A three phase forward-backward sweep load flow algorithm is utilized as a subroutine for the computation of the TACPL. The seagull optimization algorithm (SOA) is used as the solution methodology for this mixed integer non-linear planning problem. The simultaneous feeder reconfiguration, DSTATCOM installation obtains significant reduction in in the 19- and 25- bus unbalanced distribution network. Furthermore, the bus voltage magnitudes (pu) is also found to be enhanced. The SOA obtains lower TACPL in comparison to some of the well-known optimization algorithms like, differential evolution algorithm (DEA), moth-flame optimization (MFO) algorithm, and Jaya optimization algorithm (JOA). The proposed technique also attains lower TACPL in comparison to some of the established techniques reported in the literature while determining the optimal location, and rating of the DSTATCOM considering TACPL minimization.
机构:
Algerian Co Distribut Elect & Gas, Ghardaia 47000, AlgeriaDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
Mosbah, Mustafa
Souli, Aissa
论文数: 0引用数: 0
h-index: 0
机构:
Nucl Res Ctr Birine, Dept Elect, Div Study & Dev Nucl Devices, Birine 17200, AlgeriaDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
Souli, Aissa
Rodriguez, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ San Sebastian, Director Ctr Energy Transit, Santiago 8380000, ChileDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
Rodriguez, Jose
Abdelrahem, Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Assiut Univ, Fac Engn, Dept Elect Engn, Assiut 71516, Egypt
Tech Univ Munich, High Power Converter Syst, D-80333 Munich, GermanyDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
机构:
Prince Sattam Bin AbdulAziz Univ, Coll Engn Wadi Addawaser, Elect Engn Dept, Wadi Addawaser 11991, Saudi Arabia
Aswan Univ, Aswan Fac Engn, Elect Engn Dept, Aswan 81542, EgyptAl Azhar Univ, Fac Engn, Elect Dept, Qena 83511, Egypt
Ali, Ziad M.
Ahmed, Mahrous
论文数: 0引用数: 0
h-index: 0
机构:
Taif Univ, Coll Engn, Dept Elect Engn, POB 11099, At Taif 21944, Saudi ArabiaAl Azhar Univ, Fac Engn, Elect Dept, Qena 83511, Egypt
Ahmed, Mahrous
Al-Gahtani, Saad E.
论文数: 0引用数: 0
h-index: 0
机构:
King Khalid Univ, Fac Engn, Elect Engn Dept, Abha 61411, Saudi ArabiaAl Azhar Univ, Fac Engn, Elect Dept, Qena 83511, Egypt
机构:
Algerian Co Distribut Elect & Gas, Ghardaia 47000, AlgeriaDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
Mosbah, Mustafa
Souli, Aissa
论文数: 0引用数: 0
h-index: 0
机构:
Nucl Res Ctr Birine, Dept Elect, Div Study & Dev Nucl Devices, Birine 17200, AlgeriaDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
Souli, Aissa
Rodriguez, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ San Sebastian, Director Ctr Energy Transit, Santiago 8380000, ChileDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
Rodriguez, Jose
Abdelrahem, Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Assiut Univ, Fac Engn, Dept Elect Engn, Assiut 71516, Egypt
Tech Univ Munich, High Power Converter Syst, D-80333 Munich, GermanyDjelfa Univ, Appl Automat & Ind Diagnost Lab LAADI, Djelfa 17000, Algeria
机构:
Prince Sattam Bin AbdulAziz Univ, Coll Engn Wadi Addawaser, Elect Engn Dept, Wadi Addawaser 11991, Saudi Arabia
Aswan Univ, Aswan Fac Engn, Elect Engn Dept, Aswan 81542, EgyptAl Azhar Univ, Fac Engn, Elect Dept, Qena 83511, Egypt
Ali, Ziad M.
Ahmed, Mahrous
论文数: 0引用数: 0
h-index: 0
机构:
Taif Univ, Coll Engn, Dept Elect Engn, POB 11099, At Taif 21944, Saudi ArabiaAl Azhar Univ, Fac Engn, Elect Dept, Qena 83511, Egypt
Ahmed, Mahrous
Al-Gahtani, Saad E.
论文数: 0引用数: 0
h-index: 0
机构:
King Khalid Univ, Fac Engn, Elect Engn Dept, Abha 61411, Saudi ArabiaAl Azhar Univ, Fac Engn, Elect Dept, Qena 83511, Egypt