An adjoint method for control of liquid-gas flows using a sharp interface model

We present a computational, continuous adjoint framework for the control of liquid-gas flows using a sharp interface model. The two-phase Navier–Stokes equations are solved using a mass-conserving geometric Volume-of-Fluid method, while the adjoint equations consider a level set-based representation...

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Veröffentlicht in:Journal of computational physics 2023-07, Vol.484, p.112057, Article 112057
Hauptverfasser: Vu, Lam, Fikl, Alexandru, Bodony, Daniel J., Desjardins, Olivier
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Sprache:eng
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Zusammenfassung:We present a computational, continuous adjoint framework for the control of liquid-gas flows using a sharp interface model. The two-phase Navier–Stokes equations are solved using a mass-conserving geometric Volume-of-Fluid method, while the adjoint equations consider a level set-based representation of the interface. To facilitate the accurate transport of a surface adjoint variable, a geometric surface transport method is formulated and applied. We verify our method by comparing adjoint-calculated gradients against analytical gradients or finite difference approximations. The method is then applied to a variety of benchmark two-phase flow problems, including the multi-dimensional inflow control of droplet position and optimal control of the initial velocity profile in a temporally evolving liquid-gas mixing layer. •An adjoint method to control liquid-gas flows is outlined.•A geometric method is developed to transport surface quantities for liquid-gas flows.•The adjoint method is used to optimize a temporally evolving liquid-gas mixing layer.
ISSN:0021-9991
1090-2716
DOI:10.1016/j.jcp.2023.112057