Advanced Computing Is at the Forefront of a New "Moonshot" Revolutionizing the North American Power Grid

Christopher Oehmen, Slaven Peles, Katarzyna Swirydowicz, Cosmin Petra, Shrirang Abhyankar, Wesley Jones, Matthew Reynolds, Robert Rutherford

Research output: Contribution to journalArticlepeer-review

Abstract

In the 50+ years since the first humans landed on the moon, computing has grown at breakneck speed. We are faced with another challenge that is just as daunting, and just as important to overcome-modernizing the North American electric power grid-and high-performance computing (HPC) systems with specialized software will be an important element in rising to this challenge. We describe at a high level how software developed in the ExaSGD project addresses this "moonshot" goal by utilizing exascale computing and a novel high performance solver software stack to support the mission of decarbonizing power grid operations in an environment of uncertain weather and climate. To reach the exascale benchmark the team has made a number of first-of-their-kind innovations, including novel method for stochastic optimization, fine grained parallel methods for modeling power systems, and GPU resident sparse numerical linear solvers.
Original languageAmerican English
JournalComputing in Science and Engineering
DOIs
StatePublished - 2024

NREL Publication Number

  • NREL/JA-2C00-88082

Keywords

  • computational modeling
  • computers
  • power grids
  • reliability
  • security
  • uncertainty
  • wind

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