Optimal integration of D-STATCOM in distribution grids for annual operating costs reduction via the discrete version sine-cosine algorithm

被引:17
作者
Danilo Montoya, Oscar [1 ,2 ]
Molina-Cabrera, Alexander [3 ]
Armando Giral-Ramirez, Diego [4 ]
Rivas-Trujillo, Edwin [1 ]
Alexander Alarcon-Villamil, Jorge [1 ]
机构
[1] Univ Dist Francisco Jose de Caldas, Fac Ingn, Bogota, DC, Colombia
[2] Univ Tecnol Bolivar, Lab Inteligente Energia, Cartagena, Colombia
[3] Univ Tecnol Pereira, Fac Ingn, Pereira, Colombia
[4] Univ Dist Francisco Jose de Caldas, Fac Tecnol, Bogota, DC, Colombia
关键词
Annual operative costs reduction; Sine cosine algorithm; Distribution -static compensators; Radial distribution grids; Combinatorial optimization; DISTRIBUTION STATIC COMPENSATOR; DISTRIBUTION NETWORKS; OPTIMAL PLACEMENT; SYSTEMS;
D O I
10.1016/j.rineng.2022.100768
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper deals with the problem of the optimal placement and sizing of distribution static compensators (D-STATCOM) in electrical distribution networks to reduce the total annual operative costs associated with the total costs of energy losses added with the investment costs in D-STATCOM. The metaheuristic sine-cosine optimi-zation algorithm determines nodes with the location and optimal sizes of the D-STATCOM. A discrete-continuous codification represents the decision variables, where the discrete part is entrusted with the best candidate nodes selection. The continuous part deals with the optimal sizes assigned to the D-STATCOM. Numerical results in the IEEE 33-and IEEE 69-bus systems demonstrate the effectiveness of this approach since it helps to minimize the total grid operation costs compared with the solution of the mixed-integer nonlinear programming model in GAMS. All the numerical validations are carried out in the MATLAB programming environment.
引用
收藏
页数:10
相关论文
共 36 条
[1]   Electrical Properties of Medium Voltage Electricity Distribution Networks [J].
Abeysinghe, Sathsara ;
Abeysekera, Muditha ;
Wu, Jianzhong ;
Sooriyabandara, Mahesh .
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2021, 7 (03) :497-509
[2]   ABC algorithm based optimal sizing and placement of DGs in distribution networks considering multiple objectives [J].
Al-Ammar, Essam A. ;
Farzana, Kiran ;
Waqar, Asad ;
Aamir, Muhammad ;
Saifullah ;
Ul Haq, Azhar ;
Zahid, Muhammad ;
Batool, Memoona .
AIN SHAMS ENGINEERING JOURNAL, 2021, 12 (01) :697-708
[3]   Metaphor-based metaheuristics, a call for action: the elephant in the room [J].
Aranha, Claus ;
Villalon, Christian L. Camacho ;
Campelo, Felipe ;
Dorigo, Marco ;
Ruiz, Ruben ;
Sevaux, Marc ;
Sorensen, Kenneth ;
Stutzle, Thomas .
SWARM INTELLIGENCE, 2022, 16 (01) :1-6
[4]   Analysis of Distribution System with D-STATCOM by Gravitational Search Algorithm (GSA) [J].
Arya A.K. ;
Kumar A. ;
Chanana S. .
Journal of The Institution of Engineers (India): Series B, 2019, 100 (03) :207-215
[5]   Optimal power flow solution in power systems using a novel Sine-Cosine algorithm [J].
Attia, Abdel-Fattah ;
El Sehiemy, Ragab A. ;
Hasanien, Hany M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 99 :331-343
[6]  
Bocanegra Sara Yulieth, 2021, Dyna rev.fac.nac.minas, V88, P19, DOI 10.15446/dyna.v88n219.93670
[7]   Optimal Placement and Sizing of D-STATCOM in Radial and Meshed Distribution Networks Using a Discrete-Continuous Version of the Genetic Algorithm [J].
Castiblanco-Perez, Cristian Mateo ;
Toro-Rodriguez, David Esteban ;
Montoya, Oscar Danilo ;
Giral-Ramirez, Diego Armando .
ELECTRONICS, 2021, 10 (12)
[8]   Reduction of Annual Operational Costs in Power Systems through the Optimal Siting and Sizing of STATCOMs [J].
Danilo Montoya, Oscar ;
Eduardo Fuentes, Jose ;
David Moya, Francisco ;
Angel Barrios, Jose ;
Chamorro, Harold R. .
APPLIED SCIENCES-BASEL, 2021, 11 (10)
[9]   On the numerical analysis based on successive approximations for power flow problems in AC distribution systems [J].
Danilo Montoya, Oscar ;
Gil-Gonzalez, Walter .
ELECTRIC POWER SYSTEMS RESEARCH, 2020, 187
[10]  
Dash Subrat Kumar, 2021, Advances in Intelligent Computing and Communication. Proceedings of ICAC 2020. Lecture Notes in Networks and Systems (LNNS 202), P423, DOI 10.1007/978-981-16-0695-3_41