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: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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. © 2010-2012 IEEE.
Original languageEnglish
Pages (from-to)305-315
JournalIEEE Transactions on Smart Grid
Volume8
Issue number1
DOIs
Publication statusPublished - 1 Jan 2017
Externally publishedYes

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

Funding

Manuscript received February 27, 2016; revised June 3, 2016 and July 26, 2016; accepted September 7, 2016. Date of publication September 14, 2016; date of current version December 21, 2016. The work of J. P. S. Catalão was supported in part by the FEDER funds through COMPETE and Portuguese funds through FCT under Grant FCOMP-01-0124-FEDER-020282 (PTDC/EEA-EEL/118519/2010) and Grant UID/CEC/50021/2013, and in part by the EU 7th Framework Programme FP7/2007-2013 under Grant 309048. Paper no. TSG-00255-2016.

Research Keywords

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

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