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A Timing Comparison of Different FPGA-Accelerated Load Flow Solvers

  • Matthew Overlin
  • , Colm O'Rourke
  • , Po Hsu Huang
  • , James Kirtley

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

In this work, we show how an FPGA can be used to implement a load flow solver using different algorithms: Gauss-Seidel (GS) and Newton-Rhapson (NR), and we examine the timing of these algorithms. Since the bus voltages are solved iteratively, the number of iterations for one network topology to the next may be different. Due to this variability in the number of iterations, the total solving time is variable. A solver implemented in an FPGA is much faster and much more predictable in the amount of time it will take for the solving to complete, meaning that execution times for these simulations are far faster than real-time. In this work, 2 different load flow solvers, GS and NR, are compared with a detailed timing breakdown for each algorithm, given a specific network topology. We present the timing details for each part of each algorithm with an accompanying example. For the example network in this paper, the NR solver converges in fewer iterations and completes in a much shorter execution time, even though the time for each iteration is longer.

Original languageEnglish
Title of host publication2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538695678
DOIs
StatePublished - Sep 2019
Externally publishedYes
Event2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019 - Gramado, Brazil
Duration: Sep 15 2019Sep 18 2019

Publication series

Name2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019

Conference

Conference2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
Country/TerritoryBrazil
CityGramado
Period09/15/1909/18/19

Keywords

  • FPGA
  • Load flow
  • Real-time systems
  • Smart grids

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