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Author:

Noori, Alireza (Noori, Alireza.) | Zhang, Yiming (Zhang, Yiming.) | Nouri, Negar (Nouri, Negar.) | Hajivand, Mohammad (Hajivand, Mohammad.)

Indexed by:

EI

Abstract:

This article presents an optimal placement and sizing of distribution static compensator (DSTATCOM) in radial distribution networks as multi-objective optimization with the objective of power loss reduction, voltage profile improvement and network reliability considering different variable demands using whale optimization algorithm (WOA). The WOA is inspired by the hunting behavior of humpback whales. The optimal location and size of DSTATCOM are considered as decision variables that are determined using the WOA. Network reliability is defined as energy not supplied (ENS) of the customers caused by line outages. The proposed method is implemented on IEEE 33-bus and Ahvaz 59-bus distribution networks. The optimal placement and sizing of DSTATCOM are investigated considering different residential, commercial and industrial loads, and also the effect of incorporating reliability is evaluated on power loss, minimum voltage and ENS. The simulation results show that the power loss and ENS are declined and also voltage profile is improved by determining the location and size of DSTATCOM in the networks in different loading conditions using the WOA. The obtained results demonstrate that considering reliability further reduces the ENS and more customer demand is met. The power loss decreases 21.60%, 30.71%, and 22.03% for residential, commercial and industrial loads in the 33-bus network and 26.86%, 31.94%, and 24.39% for the 69-bus network, respectively compared to base networks. Moreover, the performance of the WOA is compared with previous studies and the results indicate the superiority of the proposed method. © 2013 IEEE.

Keyword:

Static synchronous compensators Housing Electric load loss Reliability Multiobjective optimization

Author Community:

  • [ 1 ] [Noori, Alireza]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 2 ] [Zhang, Yiming]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 3 ] [Nouri, Negar]Department of Electronic Engineering, Tsinghua University, Beijing, China
  • [ 4 ] [Hajivand, Mohammad]Ministry of Science, Research and Technology, Aerospace Research Institute, Tehran, Iran
  • [ 5 ] [Hajivand, Mohammad]Young Researchers and Elite Club, Borujerd Branch, Islamic Azad University, Borujerd; 1477893855, Iran

Reprint Author's Address:

  • [noori, alireza]college of electronic information and control engineering, beijing university of technology, beijing, china

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Source :

IEEE Access

Year: 2021

Volume: 9

Page: 46911-46926

3 . 9 0 0

JCR@2022

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 45

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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