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The Discrete-Continuous, Global Optimisation of an Axial Flow Blood Pump

Abstract

This paper presents the results of the discrete-continuous optimisation of an axial flow blood pump. Differential evolution (DE) is used as a global optimisation method in order to localise the optimal solution in a relatively short time. The whole optimisation process is fully automated. This also applies to geometry modelling. Numerical simulations of the flow inside the pump are performed by means of the Reynolds-Average Navier-Stokes approach. All equations are discretised by means of the finite volume method, and the corresponding algebraic equation systems are solved by the open source software for CFD, namely Open-FOAM. Finally, the optimisation results are presented and discussed. The objective function to be maximised is simply pressure increase. The higher pressure increase the lower angular velocities required. This makes it possible to minimise the effect of haemolysis because it is mainly caused by high shear stresses which are related, among others, to angular velocities.

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Category:
Articles
Type:
artykuły w czasopismach
Published in:
FLOW TURBULENCE AND COMBUSTION pages 1 - 17,
ISSN: 1386-6184
Language:
English
Publication year:
2019
Bibliographic description:
Tesch K., Kaczorowska-Ditrich K.: The Discrete-Continuous, Global Optimisation of an Axial Flow Blood Pump// FLOW TURBULENCE AND COMBUSTION -, (2019), s.1-17
DOI:
Digital Object Identifier (open in new tab) 10.1007/s10494-019-00100-5
Verified by:
Gdańsk University of Technology

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