Efficient heuristic algorithm used for optimal capacitor placement in distribution systems


Autoria(s): Segura, Silvio; Romero, Ruben; Rider, Marcos J.
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

20/05/2014

20/05/2014

01/01/2010

Resumo

An efficient heuristic algorithm is presented in this work in order to solve the optimal capacitor placement problem in radial distribution systems. The proposal uses the solution from the mathematical model after relaxing the integrality of the discrete variables as a strategy to identify the most attractive bus to add capacitors to each step of the heuristic algorithm. The relaxed mathematical model is a nonlinear programming problem and is solved using a specialized interior point method, The algorithm still incorporates an additional strategy of local search that enables the finding of a group of quality solutions after small alterations in the optimization strategy. Proposed solution methodology has been implemented and tested in known electric systems getting a satisfactory outcome compared with metaheuristic methods.The tests carried out in electric systems known in specialized literature reveal the satisfactory outcome of the proposed algorithm compared with metaheuristic methods. (C) 2009 Elsevier Ltd. All rights reserved.

Formato

71-78

Identificador

http://dx.doi.org/10.1016/j.ijepes.2009.06.024

International Journal of Electrical Power & Energy Systems. Oxford: Elsevier B.V., v. 32, n. 1, p. 71-78, 2010.

0142-0615

http://hdl.handle.net/11449/9842

10.1016/j.ijepes.2009.06.024

WOS:000273105600008

Idioma(s)

eng

Publicador

Elsevier B.V.

Relação

International Journal of Electrical Power & Energy Systems

Direitos

closedAccess

Palavras-Chave #Optimal capacitor placement #Distribution systems #Heuristic algorithms #Non-linear programming #Radial power flow
Tipo

info:eu-repo/semantics/article