Advancing the Multi-Solver Paradigm for Overset CFD Toward Heterogeneous Architectures
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Abstract
A multi-solver, overset, computational fluid dynamics framework is developed
for efficient, large-scale simulation of rotorcraft problems. Two primary features
distinguish the developed framework from the current state of the art. First, the
framework is designed for heterogeneous compute architectures, making use of both
traditional codes run on the Central Processing Unit (CPU) as well as codes run on
the Graphics Processing Unit (GPU). Second, a framework-level implementation of
the Generalized Minimal Residual linear solver is used to consider all meshes from
all solvers in a single linear system. The developed GPU flow solver and framework
are validated against conventional implementations, achieving a 5.35× speedup for
a single GPU compared to 24 CPU cores. Similarly, the overset linear solver is
compared to traditional techniques, demonstrating the same convergence order can
be achieved using as few as half the number of iterations.
Applications of the developed methods are organized into two chapters. First,
the heterogeneous, overset framework is applied to a notional helicopter configuration
based on the ROBIN wind tunnel experiments. A tail rotor and hub are added
to create a challenging case representative of a realistic, full-rotorcraft simulation.
Interactional aerodynamics between the different components are reviewed in detail.
The second application chapter focuses on performance of the overset linear solver
for unsteady applications. The GPU solver is used along with an unstructured code
to simulate laminar flow over a sphere as well as laminar coaxial rotors designed for a
Mars helicopter. In all results, the overset linear solver out-performs the traditional,
de-coupled approach. Conclusions drawn from both the full-rotorcraft and overset
linear solver simulations can have a significant impact on improving modeling of
complex rotorcraft aerodynamics.