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Onder A, Incebay O, Sen MA, Yapici R, Kalyoncu M. Heuristic optimization of impeller sidewall gaps-based on the bees algorithm for a centrifugal blood pump by CFD. Int J Artif Organs 2021; 44:765-772. [PMID: 34128420 DOI: 10.1177/03913988211023773] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Optimization studies on blood pumps that require complex designs are gradually increasing in number. The essential design criteria of centrifugal blood pump are minimum shear stress with maximal efficiency. The geometry design of impeller sidewall gaps (blade tip clearance, axial gap, radial gap) is highly effective with regard to these two criteria. Therefore, unlike methods such as trial and error, the optimal dimensions of these gaps should be adjusted via a heuristic method, giving more effective results. In this study, the optimal gaps that can ensure these two design criteria with The Bees Algorithm (BA), which is a population-based heuristic method, are investigated. Firstly, a Computational Fluid Dynamics (CFD) analysis of sample pump models, which are selected according to the orthogonal array and pre-designed with different gaps, are performed. The dimensions of the gaps are optimized through this mathematical model. The simulation results for the improved pump model are nearly identical to those predicted by the BA. The improved pump model, as designed with the optimal gap dimensions so obtained, is able to meet the design criteria better than all existing sample pumps. Thanks to the optimal gap dimensions, it has been observed that compared to average values, it has provided a 42% reduction in aWSS and a 20% increase in efficiency. Moreover, original an approach to the design of impeller sidewall gaps was developed. The results show that computational costs have been significantly reduced by using the BA in blood pump geometry design.
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Affiliation(s)
- Ahmet Onder
- Technical Sciences Vocational School, Mechanical and Metal Technologies Department, Konya Technical University, Konya, Turkey
| | - Omer Incebay
- Faculty of Engineering and Natural Science, Mechanical Engineering Department, Konya Technical University, Konya, Turkey
| | - Muhammed Arif Sen
- Faculty of Engineering and Natural Science, Mechanical Engineering Department, Konya Technical University, Konya, Turkey
| | - Rafet Yapici
- Faculty of Engineering and Natural Science, Mechanical Engineering Department, Konya Technical University, Konya, Turkey
| | - Mete Kalyoncu
- Faculty of Engineering and Natural Science, Mechanical Engineering Department, Konya Technical University, Konya, Turkey
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Tarricone R, Ciani O, Torbica A, Brouwer W, Chaloutsos G, Drummond MF, Martelli N, Persson U, Leidl R, Levin L, Sampietro-Colom L, Taylor RS. Lifecycle evidence requirements for high-risk implantable medical devices: a European perspective. Expert Rev Med Devices 2020; 17:993-1006. [PMID: 32975149 DOI: 10.1080/17434440.2020.1825074] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
INTRODUCTION The new European Union (EU) Regulations on medical devices and on in vitro diagnostics provide manufacturers and Notified Bodies with new tools to improve pre-market and post-market clinical evidence generation especially for high-risk products but fail to indicate what type of clinical evidence is appropriate at each stage of the whole lifecycle of medical devices. In this paper we address: i) the appropriate level and timing of clinical evidence throughout the lifecycle of high-risk implantable medical devices; and ii) how the clinical evidence generation ecosystem could be adapted to optimize patient access. AREAS COVERED The European regulatory and health technology assessment (HTA) contexts are reviewed, in relation to the lifecycle of high-risk medical devices and clinical evidence generation recommended by international network or endorsed by regulatory and HTA agencies in different jurisdictions. EXPERT OPINION Four stages are relevant for clinical evidence generation: i) pre-clinical, pre-market; ii) clinical, pre-market; iii) diffusion, post-market; and iv) obsolescence & replacement, post-market. Each stage has its own evaluation needs and specific studies are recommended to generate the appropriate evidence. Effective lifecycle planning requires anticipation of what evidence will be needed at each stage.
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Affiliation(s)
- Rosanna Tarricone
- Department of Social and Political Science, Bocconi University , Milan, Italy.,SDA Bocconi School of Management , Milan, Italy.,SDA Bocconi School of Management, Centre for Research on Health and Social Care Management (CERGAS) , Milan, Italy
| | - Oriana Ciani
- SDA Bocconi School of Management, Centre for Research on Health and Social Care Management (CERGAS) , Milan, Italy.,Institute of College and Medicine, University of Exeter, South Cloisters, St Luke's Campus , Exeter, UK
| | - Aleksandra Torbica
- Department of Social and Political Science, Bocconi University , Milan, Italy.,SDA Bocconi School of Management , Milan, Italy
| | - Werner Brouwer
- Erasmus School of Health Policy & Management (ESHPM), Erasmus University Rotterdam , Rotterdam, PA, The Netherlands
| | - Georges Chaloutsos
- Biomedical Engineering Department, Onassis Cardiac Surgery Centre & Director , Athens, Greece
| | - Michael F Drummond
- Professor of Health Economics, Centre for Health Economics, University of York , York, UK
| | - Nicolas Martelli
- Associate Clinical Professor, Hôpital Européen Georges Pompidou , Paris, France
| | - Ulf Persson
- IHE, Swedish Institute for Health Economics , Lund, Sweden
| | - Reiner Leidl
- Institute of Health Economics and Healthcare Management, Helmholtz Zentrum München - German Research Center for Environmental Health (Gmbh) , Neuherberg, Germany
| | - Les Levin
- Chief Executive Officer & Scientific Officer, EXCITE International , Canada
| | - Laura Sampietro-Colom
- Deputy Director of Innovation, Head of Health Technology Assessment Unit at Hospital Clinic Barcelona , Spain
| | - Rod S Taylor
- Institute of Health and Wellbeing, University of Glasgow , Glasgow, UK
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