DocumentCode
1593484
Title
Distribution network planning using a constructive heuristic algorithm
Author
Lavorato, Marina ; Rider, Marcos J. ; Garcia, Ariovaldo V. ; Romero, Rubén
Author_Institution
Dept. of Electr. Energy Syst., Univ. of Campinas, Campinas, Brazil
fYear
2009
Firstpage
1
Lastpage
6
Abstract
An optimization technique to solve distribution network planning (DNP) problem is presented. This is a very complex mixed binary nonlinear programming problem. A constructive heuristic algorithm (CHA) aimed at obtaining an excellent quality solution for this problem is presented. In each step of the CHA, a sensitivity index is used to add a circuit or a substation to the distribution network. This sensitivity index is obtained solving the DNP problem considering the numbers of circuits and substations to be added as continuous variables (relaxed problem). The relaxed problem is a large and complex nonlinear programming and was solved through an efficient nonlinear optimization solver. A local improvement phase and a branching technique were implemented in the CHA. Results of two tests using a distribution network are presented in the paper in order to show the ability of the proposed algorithm.
Keywords
heuristic programming; nonlinear programming; power distribution planning; complex mixed binary nonlinear programming; constructive heuristic algorithm; distribution network planning; nonlinear optimization solver; sensitivity index; Circuit testing; Costs; Helium; Heuristic algorithms; Investments; Power system modeling; Power system planning; Power system reliability; Substations; Voltage; AMPL; Distribution network planning; KNITRO; constructive heuristic algorithm; mixed binary nonlinear programming; power systems optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Power & Energy Society General Meeting, 2009. PES '09. IEEE
Conference_Location
Calgary, AB
ISSN
1944-9925
Print_ISBN
978-1-4244-4241-6
Type
conf
DOI
10.1109/PES.2009.5275860
Filename
5275860
Link To Document