A machine learning assisted approach for textile formability assessment and design improvement of composite components
Author:
Publisher
Elsevier BV
Subject
Mechanics of Materials,Ceramics and Composites
Reference47 articles.
1. Forming optimisation embedded in a cae chain to assess and enhance the structural performance of composite components;Kärger;Compos Struct,2018
2. Development and validation of a CAE chain for unidirectional fibre reinforced composite components;Kärger;Compos Struct,2015
3. A simplified finite element model for draping of woven material;Sharma;Composites Part A,2004
4. Predictive modelling for optimization of textile composite forming;Lin;Compos Sci Technol,2007
5. Formability optimisation of fabric preforms by controlling material draw-in through in-plane constraints;Chen;Composites Part A,2015
Cited by 36 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Combining simulation methods and machine learning for efficient forming process development;Advanced Structural Textile Composites Forming;2025
2. Prediction of fatigue life of laminated composites by integrating artificial neural network model and non-dominated sorting genetic algorithm;International Journal of Fatigue;2024-11
3. Experimental characterization methods and numerical models of woven composite preforms: A review;Composites Part A: Applied Science and Manufacturing;2024-10
4. Parametric study on the effect of material properties, tool geometry, and tolerances on preform quality in wind turbine blade manufacturing;Composite Structures;2024-09
5. A critical review on machine learning applications in fiber composites and nanocomposites: Towards a control loop in the chain of processes in industries;Materials & Design;2024-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3