Computing multiple solutions of topology optimization problems

Papadopoulos, Ioannis P. A.; Farrell, Patrick E.; Surowiec, Thomas M.

doi:10.48550/arxiv.2004.11797

Cited by 1 publication

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“…The topology optimization problem may have more than one solution (local minima), as in a bifurcation problem (FARRELL et al, 2016;PAPADOPOULOS et al, 2020), depending on the parameters of the optimization and how they are varied PETERSSON, 2003).…”

Section: Fluid Flow Topology Optimizationmentioning

confidence: 99%

Topology optimization for 2D swirl flows with application in the design of a ventricular assist device.

Alonso¹

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Ventricular Assist Devices (VADs) substitute or temporarily assist the heart and blood circulation by means of a small-scale blood pump. Due to the operation with blood, their designs aim to minimize blood damage (hemolysis and thrombosis) and maximize the performance (i.e., more efficient pumping). For that, the topologies of the rotor and the volute play a major role. In this research, the rotor is based on the 2D swirl concept, which considers swirling axisymmetric flow, being represented mainly by the Tesla pump.In a Tesla pump, the boundary layer (viscous) effect pumps the fluid, which may lead to less blood damage than bladed pumps (pumping based on the variation of linear momentum). However, the obtained efficiency is normally low, which may be improved by using the topology optimization method. Therefore, in this research, the topology optimization method is implemented for the 2D swirl flow model, also considering a non-Newtonian model for blood (Carreau-Yasuda) and hemolysis/thrombosis models to quantify the blood damage. Furthermore, the 2D swirl flow topology optimization is extended to the Wray-Agarwal turbulence model (WA2018), which presents advantages from the simulation and topology optimization points-of-view. The solid material is modeled as a porous medium with permeability controlled by the topology optimization.The numerical implementation is performed mainly through the FEniCS platform, by using the dolfin-adjoint library for the automatically derived adjoint model, and also relying on the OpenFOAM ® software for considering higher-speed flows, turbulence and 3D simulations. For the optimization, the IPOPT and TOBS solvers are considered. The optimized designs are interpreted and fabricated through additive manufacturing, and then experimentally evaluated.

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Section: Fluid Flow Topology Optimizationmentioning

confidence: 99%

Topology optimization for 2D swirl flows with application in the design of a ventricular assist device.

Alonso¹

View full text Add to dashboard Cite

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Computing multiple solutions of topology optimization problems

Cited by 1 publication

References 0 publications

Topology optimization for 2D swirl flows with application in the design of a ventricular assist device.

Topology optimization for 2D swirl flows with application in the design of a ventricular assist device.

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