Reliability Optimization of Automated Distribution Networks with Probability Customer Interruption Cost Model in the Presence of DG Units

Alireza Heidari, Vassilios G. Agelidis, Mohsen Kia, Josep Pou, Jamshid Aghaei, Miadreza Shafie-Khah, Joao P.S. Catalao

Research output: Contribution to journalArticlepeer-review

74 Citations (Scopus)

Abstract

Distribution automation systems in terms of automatic and remote-controlled sectionalizing switches allows distribution utilities to implement flexible control of distribution networks, which is a successful strategy to enhance efficiency, reliability, and quality of service. The sectionalizing switches play a significant role in an automated distribution network, hence optimizing the allocation of switches can improve the quality of supply and reliability indices. This paper presents a mixed-integer nonlinear programming aiming to model the optimal placement of manual and automatic sectionalizing switches and protective devices in distribution networks. A value-based reliability optimization formulation is derived from the proposed model to take into consideration customer interruption cost and related costs of sectionalizing switches and protective devices. A probability distribution cost model is developed based on a cascade correlation neural network to have a more accurate reliability assessment. To ensure the effectiveness of the proposed formulation both technical and economic constraints are considered. Furthermore, introducing distributed generation into distribution networks is also considered subject to the island operation of DG units. The performance of the proposed approach is assessed and illustrated by studying on the bus 4 of the RBTS standard test system. The simulation results verify the capability and accuracy of the proposed approach.

Original languageEnglish
Pages (from-to)305-315
Number of pages11
JournalIEEE Transactions on Smart Grid
Volume8
Issue number1
DOIs
Publication statusPublished - Jan 2017
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2010-2012 IEEE.

ASJC Scopus Subject Areas

  • General Computer Science

Keywords

  • customer interruption cost model
  • Distribution automation system
  • power distribution system reliability
  • sectionalizing switch placement

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