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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...

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Autores principales: Li, Hongxia, Wang, Xinyu, Wei, Yunbo, Liu, Tao, Gu, Junfeng, Li, Zheng, Wang, Minjie, Zhao, Danyang, Qiao, Aike, Liu, Yahua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
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.
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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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