Real-time Finite Element Analysis based on surrogate model

doi:10.1088/1742-6596/2761/1/012036

CASIA OpenIR > 中国科学院工业视觉智能装备工程实验室 > 精密感知与控制

	Real-time Finite Element Analysis based on surrogate model
	Xie,Xiaoxuan 1,3; Ma,Liping2,3 ; Zhang,Qingmeng 3; Zhang,Jianyong 3; Dong,Wendi 3; Chen,Rumeng 3
发表期刊	Journal of Physics: Conference Series
ISSN	1742-6588
	2024-05-01
卷号	2761 期号:1
摘要	Abstract In the field of engineering, Finite Element Analysis (FEA) serves as a pivotal numerical simulation tool. Nevertheless, its inherent offline nature and dependency on real-time data pose limitations on its versatility. To confront this challenge, a real-time FEA approach centered on surrogate modeling has been developed. This method enables the instantaneous prediction of critical performance parameters, thereby providing crucial support for real-time decision-making and process monitoring. In the context of this study, the focus is on the glass compression molding process, a process that is not easily observable. The research commences with preliminary thermal conduction simulations conducted using ABAQUS software. Subsequently, a surrogate model is constructed to facilitate real-time FEA for the temperature field of the glass preform. Finally, Unity 3D software is harnessed for visualization, offering an effective tool for the real-time monitoring and control of the glass-forming process.
DOI	10.1088/1742-6596/2761/1/012036
语种	英语
WOS记录号	IOP:JPCS_2761_1_012036
出版者	IOP Publishing
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/58305
专题	中国科学院工业视觉智能装备工程实验室_精密感知与控制
作者单位	1.School of Mechanical-Electronic and Vehicle Engineering, Beijing University of Civil Engineering and Architecture, Beijing, 102612, China 2.Institute of Automation, CAS, Beijing, 100190, China 3.Binzhou Institute of Technology, Weiqiao-UCAS Science and Technology Park, Binzhou, Shandong, 256606, China
推荐引用方式 GB/T 7714	Xie,Xiaoxuan,Ma,Liping,Zhang,Qingmeng,et al. Real-time Finite Element Analysis based on surrogate model[J]. Journal of Physics: Conference Series,2024,2761(1).
APA	Xie,Xiaoxuan,Ma,Liping,Zhang,Qingmeng,Zhang,Jianyong,Dong,Wendi,&Chen,Rumeng.(2024).Real-time Finite Element Analysis based on surrogate model.Journal of Physics: Conference Series,2761(1).
MLA	Xie,Xiaoxuan,et al."Real-time Finite Element Analysis based on surrogate model".Journal of Physics: Conference Series 2761.1(2024).