AMR-Wind: A Performance-Portable, High-Fidelity Flow Solver for Wind Farm Simulations: Article No. e70010

Michael Kuhn, Marc Henry de Frahan, Prakash Mohan, Georgios Deskos, Matt Churchfield, Lawrence Cheung, Ashesh Sharma, Ann Almgren, Shreyas Ananthan, Michael Brazell, Luis Martinez-Tossas, Regis Thedin, Jon Rood, Philip Sakievich, Ganesh Vijayakumar, Weiqun Zhang, Michael Sprague

Research output: Contribution to journalArticlepeer-review

Abstract

We present AMR-Wind, a verified and validated high-fidelity computational-fluid-dynamics code for wind farm flows. AMR-Wind is a block-structured, adaptive-mesh, incompressible-flow solver that enables predictive simulations of the atmospheric boundary layer and wind plants. It is a highly scalable code designed for parallel high-performance computing with a specific focus on performance portability for current and future computing architectures, including graphical processing units (GPUs). In this paper, we detail the governing equations, the numerical methods, and the turbine models. Establishing a foundation for the correctness of the code, we present the results of formal verification and validation. The verification studies, which include a novel actuator line test case, indicate that AMR-Wind is spatially and temporally second-order accurate. The validation studies demonstrate that the key physics capabilities implemented in the code, including actuator disk models, actuator line models, turbulence models, and large eddy simulation (LES) models for atmospheric boundary layers, perform well in comparison to reference data from established computational tools and theory. We conclude with a demonstration simulation of a 12-turbine wind farm operating in a turbulent atmospheric boundary layer, detailing computational performance and realistic wake interactions.
Original languageAmerican English
Number of pages30
JournalWind Energy
Volume28
Issue number5
DOIs
StatePublished - 2025

NREL Publication Number

  • NREL/JA-5000-89859

Keywords

  • actuator disk method
  • actuator line method
  • CFD
  • flow solver
  • high-fidelity
  • performance-portable
  • turbine model
  • wind energy
  • wind farm

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