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Application of a new hybrid optimization method for optimum distribution capacitor planning

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conference contribution
posted on 2024-07-12, 13:21 authored by A. R. Seifi, M. R. Hesamzadeh, N. Hosseinzadeh, P. Wolfs
This work presents a new algorithm based on a combination of fuzzy (FUZ), Dynamic Programming (DP) and Genetic Algorithm (GA) approach for capacitor allocation in distribution feeders. The problem formulation considers two distinct objectives related to total cost of power loss and total cost of capacitors including the purchase and installation costs. The novel formulation is a multi-objective and non-differentiable optimization problem. The proposed method of this article uses fuzzy reasoning for sitting of capacitors in radial distribution feeders, DP for sizing and finally GA for finding the optimum shape of membership functions which are used in fuzzy reasoning stage. The proposed method has been implemented in a software package and its effectiveness has been verified throug a 9-bus radial distribution feeder for the sake of conclusions supports. A comparison has been done among the proposed method of this paper and similar methods in other research works that shows the effectiveness of the proposed method of this paper for solving optimum capacitor planning problem.

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ISBN

9789810594237

Journal title

8th International Power Engineering Conference (IPEC 2007), Singapore, 03-06 December 2007

Conference name

8th International Power Engineering Conference IPEC 2007, Singapore, 03-06 December 2007

Pagination

4 pp

Publisher

IEEE

Copyright statement

Copyright © 2007 RPS. This work is reproduced in good faith. Every reasonable effort has been made to trace the copyright owner. For more information please contact researchbank@swin.edu.au.

Language

eng

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