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Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process
Biodegradable stents made of poly-l-lactic acid (PLLA) have a promising prospect thanks to high biocompatibility and a favorable biodegradation period. However, due to the low stiffness of PLLA, polymeric stents have a lower radial stiffness and larger foreshortening. Furthermore, a stent is a tiny...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6432066/ https://www.ncbi.nlm.nih.gov/pubmed/30970706 http://dx.doi.org/10.3390/polym9010020 |
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author | Li, Hongxia Wang, Xinyu Wei, Yunbo Liu, Tao Gu, Junfeng Li, Zheng Wang, Minjie Zhao, Danyang Qiao, Aike Liu, Yahua |
author_facet | Li, Hongxia Wang, Xinyu Wei, Yunbo Liu, Tao Gu, Junfeng Li, Zheng Wang, Minjie Zhao, Danyang Qiao, Aike Liu, Yahua |
author_sort | Li, Hongxia |
collection | PubMed |
description | Biodegradable stents made of poly-l-lactic acid (PLLA) have a promising prospect thanks to high biocompatibility and a favorable biodegradation period. However, due to the low stiffness of PLLA, polymeric stents have a lower radial stiffness and larger foreshortening. Furthermore, a stent is a tiny meshed tube, hence, it is difficult to make a polymeric stent. In the present study, a finite element analysis-based optimization method combined with Kriging surrogate modeling is firstly proposed to optimize the stent structure and stent microinjection molding process, so as to improve the stent mechanical properties and microinjection molding quality, respectively. The Kriging surrogate models are constructed to formulate the approximate mathematical relationships between the design variables and design objectives. Expected improvement is employed to balance local and global search to find the global optimal design. As an example, the polymeric ART18Z stent was investigated. The mechanical properties of stent expansion in a stenotic artery and the molding quality were improved after optimization. Numerical results demonstrate the proposed optimization method can be used for the computationally measurable optimality of stent structure design and stent microinjection molding process. |
format | Online Article Text |
id | pubmed-6432066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-64320662019-04-02 Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process Li, Hongxia Wang, Xinyu Wei, Yunbo Liu, Tao Gu, Junfeng Li, Zheng Wang, Minjie Zhao, Danyang Qiao, Aike Liu, Yahua Polymers (Basel) Article Biodegradable stents made of poly-l-lactic acid (PLLA) have a promising prospect thanks to high biocompatibility and a favorable biodegradation period. However, due to the low stiffness of PLLA, polymeric stents have a lower radial stiffness and larger foreshortening. Furthermore, a stent is a tiny meshed tube, hence, it is difficult to make a polymeric stent. In the present study, a finite element analysis-based optimization method combined with Kriging surrogate modeling is firstly proposed to optimize the stent structure and stent microinjection molding process, so as to improve the stent mechanical properties and microinjection molding quality, respectively. The Kriging surrogate models are constructed to formulate the approximate mathematical relationships between the design variables and design objectives. Expected improvement is employed to balance local and global search to find the global optimal design. As an example, the polymeric ART18Z stent was investigated. The mechanical properties of stent expansion in a stenotic artery and the molding quality were improved after optimization. Numerical results demonstrate the proposed optimization method can be used for the computationally measurable optimality of stent structure design and stent microinjection molding process. MDPI 2017-01-17 /pmc/articles/PMC6432066/ /pubmed/30970706 http://dx.doi.org/10.3390/polym9010020 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Hongxia Wang, Xinyu Wei, Yunbo Liu, Tao Gu, Junfeng Li, Zheng Wang, Minjie Zhao, Danyang Qiao, Aike Liu, Yahua Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process |
title | Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process |
title_full | Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process |
title_fullStr | Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process |
title_full_unstemmed | Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process |
title_short | Multi-Objective Optimizations of Biodegradable Polymer Stent Structure and Stent Microinjection Molding Process |
title_sort | multi-objective optimizations of biodegradable polymer stent structure and stent microinjection molding process |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6432066/ https://www.ncbi.nlm.nih.gov/pubmed/30970706 http://dx.doi.org/10.3390/polym9010020 |
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