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Real-time fuzzy voltage regulation for distribution networks incorporating high penetration of renewable sources

  • University of Windsor

Research output: Contribution to journalArticlepeer-review

39 Scopus citations

Abstract

This paper proposes a coordinated voltage regulation scheme for on-load tap changer (OLTC) and renewable distributed generation (DG) units to provide a proper voltage regulation for active distribution systems. The main motivation of applying fuzzy logic is that it can deal with environments of imperfect information, and thus, it can reduce communication requirements. The proposed regulation scheme consists of three fuzzy-based control algorithms. The first control algorithm is proposed for the OLTC such that it can mitigate the effect of DG units on the voltage profile. The second control algorithm is proposed to provide a DG reactive power sharing, in order to relax the OLTC tap operation. The third control algorithm aims to partially curtail DG active powers to restore a feasible solution from the OLTC prospective. The proposed fuzzy algorithms have the advantage of providing proper voltage regulation with relaxed tap operation, utilizing only the estimated system minimum and maximum voltages. Moreover, it avoids numerical instability and convergence problems associated with centralized approaches, as it does not require to run an optimization algorithm. Real-time simulations are developed to show the effectiveness of the proposed fuzzy algorithms on a typical distribution network, using OPAL-RT real-time simulator.

Original languageBritish English
Article number6848831
Pages (from-to)1702-1711
Number of pages10
JournalIEEE Systems Journal
Volume11
Issue number3
DOIs
StatePublished - Sep 2017

Keywords

  • Active distribution systems (ADS)
  • distributed generation (DG)
  • fuzzy control
  • on-load tap changer (OLTC)
  • real-time simulator (RTS)
  • voltage regulation

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