Real-time Finite Element Analysis based on surrogate model
文献类型：期刊论文
| 作者 | Xie,Xiaoxuan1,3; Ma,Liping2,3 ; Zhang,Qingmeng3; Zhang,Jianyong3; Dong,Wendi3; Chen,Rumeng3
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| 刊名 | Journal of Physics: Conference Series
 |
| 出版日期 | 2024-05-01 |
| 卷号 | 2761期号:1 |
| ISSN号 | 1742-6588 |
| DOI | 10.1088/1742-6596/2761/1/012036 |
| 英文摘要 | 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. |
| 语种 | 英语 |
| WOS记录号 | IOP:JPCS_2761_1_012036 |
| 出版者 | IOP Publishing |
| 源URL | [http://ir.ia.ac.cn/handle/173211/58304]  |
| 专题 | 精密感知与控制研究中心_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). |
入库方式： OAI收割
来源：自动化研究所
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