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 |
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Hauptverfasser: | , , , |
Format: | Artikel |
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. |
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ISSN: | 0021-9991 1090-2716 |
DOI: | 10.1016/j.jcp.2023.112057 |