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Multi-Objective Reconfiguration of Radial Distribution Systems Using Reliability Indices.

Authors :
Paterakis, Nikolaos G.
Mazza, Andrea
Santos, Sergio F.
Erdinc, Ozan
Chicco, Gianfranco
Bakirtzis, Anastasios G.
Catalao, Joao P. S.
Source :
IEEE Transactions on Power Systems; Mar2016, Vol. 31 Issue 2, p1048-1062, 15p
Publication Year :
2016

Abstract

This paper deals with the distribution network reconfiguration problem in a multi-objective scope, aiming to determine the optimal radial configuration by means of minimizing the active power losses and a set of commonly used reliability indices formulated with reference to the number of customers. The indices are developed in a way consistent with a mixed-integer linear programming (MILP) approach. A key contribution of the paper is the efficient implementation of the \mmb\varepsilon-constraint method using lexicographic optimization in order to solve the multi-objective optimization problem. After the Pareto efficient solution set is generated, the resulting configurations are evaluated using a backward/forward sweep load-flow algorithm to verify that the solutions obtained are both non-dominated and feasible. Since the \mmb\varepsilon-constraint method generates the Pareto front but does not incorporate decision maker (DM) preferences, a multi-attribute decision making procedure, namely, the technique for order preference by similarity to ideal solution (TOPSIS) method, is used in order to rank the obtained solutions according to the DM preferences, facilitating the final selection. The applicability of the proposed method is assessed on a classical test system and on a practical distribution system. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08858950
Volume :
31
Issue :
2
Database :
Complementary Index
Journal :
IEEE Transactions on Power Systems
Publication Type :
Academic Journal
Accession number :
113196611
Full Text :
https://doi.org/10.1109/TPWRS.2015.2425801