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CITATION.cff
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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: >-
AccelerateCFD - Parameterized Model Order Reduction
Strategy for Fast Running CFD-Quality Transient
Transport
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Taiyo
family-names: Wilson
affiliation: Illinois Rocstar LLC
- given-names: Timothy
family-names: Grunloh
affiliation: Illinois Rocstar LLC
- given-names: Luke
family-names: Calian
email: [email protected]
affiliation: Illinois Rocstar LLC
- given-names: Joel
family-names: Khristy
email: [email protected]
affiliation: Illinois Rocstar LLC
- given-names: Akash
family-names: Patel
affiliation: Illinois Rocstar LLC
- given-names: Seth
family-names: Pemberton
email: [email protected]
affiliation: Illinois Rocstar LLC
- given-names: Pavle
family-names: Simonovic
affiliation: Illinois Rocstar LLC
- given-names: Junsoo
family-names: Yoo
affiliation: Idaho National Laboratory
repository-code: 'https://github.com/IllinoisRocstar/AccelerateCFD_CE'
abstract: >-
AccelerateCFD is a reduced order modeling software
system for assembling parametric, high-fidelity,
fluid flow surrogate models. AccelerateCFD provides
a comparable level of fidelity to traditional CFD
simulations but run in a fraction of the time.
Formulations and test cases were constructed
to tailor the AccelerateCFD technology for design
problems in nuclear reactor thermal hydraulic flow
applications. The AccelerateCFD tool is based on a
novel formulation of the POD ROM evolution
equations that enables direct control of specific
boundary conditions. With a properly constructed
parameterized model, the user can provide arbitrary
transient functions, within clearly defined bounds,
as input into boundary conditions. AccelerateCFD
then models the response of the system to the input
transient. This capability is useful for cases such
as uncertainty quantification or design, where many
similar model evaluations are required. While the
time to construct the initial AccelerateCFD model
will be substantial, this process need occur only
once. When many runs are required, the total
speedup can be several orders of magnitude. A major
goal of this project was to ensure that the
AccelerateCFD technology was developed into as an
easy-to-use ROM software. A community edition of
the code was published on a public code repository
with the capability of producing ROMs of velocity
or scalar transport CFD models. The parameterized
ROM capabilities are currently held proprietary in
an Illinois Rocstar internal code repository. The
community edition provides several tutorial cases,
user-friendly input file, and interfaces with the
open-source CFD library OpenFOAM.
keywords:
- >-
reduced order modeling, CFD, proper orthogonal
decomposition, fast-running, Galerkin projection
license: GPL-3.0
version: 0.3.0
date-released: '2020-01-01'