Optimization of a Screw Centrifugal Blood Pump Based on Random Forest and Multi-Objective Gray Wolf Optimization Algorithm

The centrifugal blood pump is a commonly used ventricular assist device. It can replace part of the heart function, pumping blood throughout the body in order to maintain normal function. However, the high shear stress caused by the impeller rotating at high speeds can lead to hemolysis and, as a co...

Full description

Saved in:

Bibliographic Details
Published in:	Micromachines (Basel) Vol. 14; no. 2; p. 406
Main Authors:	Jing, Teng, Sun, Haoran, Cheng, Jianan, Zhou, Ling
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 01.02.2023 MDPI
Subjects:	Algorithms Analysis Blood pumps centrifugal blood pump Centrifugal pumps Design Design optimization Efficiency Genetic algorithms Heart Heart failure Heart function Hemolysis Impellers Mathematical optimization Mortality multi-objective gray wolf optimization (MOGWO) Multiple objective analysis numerical simulation Optimization algorithms random forest (RF) scalar shear stress Shear stress Ventricular assist devices Pennsylvania scalar shear stress centrifugal blood pump multi-objective gray wolf optimization (MOGWO) hemolysis numerical simulation random forest (RF)
ISSN:	2072-666X, 2072-666X
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!