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On the representation of effective stress for computing hemolysis
1Artificial Organ Technology Lab, Bio-manufacturing Research Centre, School of Mechanical and Electric Engineering, Soochow University, Suzhou, Jiangsu, China. pwu@suda.edu.cn.
This study introduces a new method for predicting red blood cell damage (hemolysis) in blood pumps. Representing effective stress using energy dissipation significantly improves accuracy in turbulent flows.
Area of Science:
- Biomedical Engineering
- Fluid Mechanics
- Medical Device Design
Background:
- Hemolysis, or red blood cell rupture, is a critical issue in blood-circulating devices due to hydrodynamic forces.
- Existing hemolysis models, primarily based on laminar flow, often overpredict damage in complex, turbulent flow environments.
- Current methods use Reynolds stresses in power-law models, leading to inaccurate hemolysis estimations in turbulent flows.
Purpose of the Study:
- To investigate and improve the representation of effective stress in power-law hemolysis models for turbulent flows.
- To develop a more accurate method for predicting hemolysis in blood-circulating devices under various flow conditions.
Main Methods:
- Derived a new representation of effective stress from Navier-Stokes equations, linking it to energy dissipation.
- Utilized computational fluid dynamics (CFD) to obtain energy dissipation values from simulations.
- Validated the new model using a capillary tube, FDA nozzle benchmark, and a blood pump model.
Main Results:
- The proposed model, using energy dissipation to represent effective stress, significantly enhanced hemolysis prediction accuracy across diverse flow conditions.
- Prediction accuracy improved with increasing Reynolds number.
- Overprediction of hemolysis was reduced by up to two orders of magnitude compared to traditional methods.
Conclusions:
- Representing effective stress via energy dissipation offers a superior approach for hemolysis prediction in turbulent flows within blood-circulating devices.
- This method provides a more reliable tool for hemocompatibility design and optimization of medical devices.
- The findings suggest a substantial reduction in overestimation of hemolysis, leading to more accurate device assessment.
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