DocumentCode
2203312
Title
A constructive heuristic algorithm to short term transmission network expansion planning
Author
Rider, Marcos J. ; Garcia, Ariovaldo V.
Author_Institution
Dept. of Electr. Energy Syst., DSEE-FEEC-UNICAMR, Campinas, Brazil
fYear
2004
fDate
10-10 June 2004
Firstpage
2107
Abstract
In this paper a method for solving the short term transmission network expansion planning (STTNEP) problem is presented. The STTNEP is a very complex mixed integer nonlinear programming problem that presents a combinatorial explosion in the search space. In this work we present a constructive heuristic algorithm to find a solution of the STTNEP of excellent quality. In each step of the algorithm a sensitivity index is used to add a circuit (transmission line or transformer) to the system. This sensitivity index is obtained solving the STTNEP problem considering as a continuous variable the number of circuits to be added (relaxed problem). The relaxed problem is a large and complex nonlinear programming and was solved through an interior points method that uses a combination of the multiple predictor corrector and multiple centrality corrections methods, both belonging to the family of higher order interior points method (HOIPM). Tests were carried out using a modified Garver system and the results presented show the good performance of both the constructive heuristic algorithm to solve the STTNEP problem and the HOIPM used in each step.
Keywords
combinatorial mathematics; heuristic programming; nonlinear programming; power transmission planning; predictor-corrector methods; problem solving; sensitivity analysis; HOIPM; STTNEP; combinatorial explosion; complex mixed integer nonlinear programming; complex nonlinear programming; constructive heuristic algorithm; higher order interior points method; interior points method; large nonlinear programming; modified Garver system; multiple centrality corrections methods; multiple predictor corrector method; problem solving; relaxed problem; sensitivity index; short term transmission network expansion planning; Distributed parameter circuits; Heuristic algorithms; Load flow; Power system analysis computing; Power system modeling; Power system planning; Power system security; Power transmission lines; Reactive power; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering Society General Meeting, 2004. IEEE
Conference_Location
Denver, CO
Print_ISBN
0-7803-8465-2
Type
conf
DOI
10.1109/PES.2004.1373255
Filename
1373255
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