A modified Primal-Dual Logarithmic-Barrier Method for solving the Optimal Power Flow problem with discrete and continuous control variables
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Data
2012-11-01
Autores
Soler, Edilaine Martins [UNESP]
de Sousa, Vanusa Alves
da Costa, Geraldo R. M.
Título da Revista
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Editor
Elsevier B.V.
Resumo
The aim of solving the Optimal Power Flow problem is to determine the optimal state of an electric power transmission system, that is, the voltage magnitude and phase angles and the tap ratios of the transformers that optimize the performance of a given system, while satisfying its physical and operating constraints. The Optimal Power Flow problem is modeled as a large-scale mixed-discrete nonlinear programming problem. This paper proposes a method for handling the discrete variables of the Optimal Power Flow problem. A penalty function is presented. Due to the inclusion of the penalty function into the objective function, a sequence of nonlinear programming problems with only continuous variables is obtained and the solutions of these problems converge to a solution of the mixed problem. The obtained nonlinear programming problems are solved by a Primal-Dual Logarithmic-Barrier Method. Numerical tests using the IEEE 14, 30, 118 and 300-Bus test systems indicate that the method is efficient. (C) 2012 Elsevier B.V. All rights reserved.
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Palavras-chave
OR in energy, Optimal Power Flow, Interior point methods, Discrete variables, Nonlinear programming
Como citar
European Journal of Operational Research. Amsterdam: Elsevier B.V., v. 222, n. 3, p. 616-622, 2012.