Modeling of processing parameters for the cutting of rolled tungsten plates via abrasive water jet
文献类型：期刊论文
| 作者 | Wang, Yan1,2; Wang, Li1; Zhang, Xiyang2 |
| 刊名 | AIP ADVANCES
 |
| 出版日期 | 2022-09-01 |
| 卷号 | 12 |
| DOI | 10.1063/5.0114050 |
| 通讯作者 | Wang, Yan(13625548233@126.com) |
| 英文摘要 | Tungsten is a promising candidate for plasma-facing material in tokamaks. This study aims at determining whether the cut-surface roughness of rolled tungsten plates (RTPs) can be improved using an abrasive water jet (AWJ) through tests combined with modeling of the cuttingprocess parameters. Based on the key factors affecting the cut-surface roughness, the magnitude and type of test factors were increased, compared with the previous study. A batch test was designed and conducted to investigate the use of an AWJ to cut an RTP and obtain more comprehensive sample data. In addition, the multivariate linear regression method was employed to establish a multivariate quadratic response surface regression model of the relationship between the cutting-process parameters and the cut-surface roughness based on the roughness sample data. Moreover, a backpropagation (BP) artificial neural network (ANN) model was developed based on the cuttingprocess parameters to predict the cut-surface roughness. The two models were compared and experimentally validated, which showed that the BP ANN model exhibits relatively high accuracy. Thus, the established model can help to improve cut-surface quality and cutting efficiency. |
| 资助项目 | Natural Science Foundation of Anhui Provincial Department of Science and Technology[2108085QE227] ; Postdoctoral Research Activities Funding Project of the Department of Human Resources and Social Security of Anhui Province[2021B505] |
| WOS研究方向 | Science & Technology - Other Topics ; Materials Science ; Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:000889477900002 |
| 出版者 | AIP Publishing |
| 资助机构 | Natural Science Foundation of Anhui Provincial Department of Science and Technology ; Postdoctoral Research Activities Funding Project of the Department of Human Resources and Social Security of Anhui Province |
| 源URL | [http://ir.hfcas.ac.cn:8080/handle/334002/131655]  |
| 专题 | 中国科学院合肥物质科学研究院 |
| 通讯作者 | Wang, Yan |
| 作者单位 | 1.Anhui Univ Sci & Technol, Sch Mech Engn, Huainan 232001, Peoples R China 2.Chinese Acad Sci, Hefei Inst Phys Sci, Inst Plasma Phys, Hefei 230031, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Yan,Wang, Li,Zhang, Xiyang. Modeling of processing parameters for the cutting of rolled tungsten plates via abrasive water jet[J]. AIP ADVANCES,2022,12. |
| APA | Wang, Yan,Wang, Li,&Zhang, Xiyang.(2022).Modeling of processing parameters for the cutting of rolled tungsten plates via abrasive water jet.AIP ADVANCES,12. |
| MLA | Wang, Yan,et al."Modeling of processing parameters for the cutting of rolled tungsten plates via abrasive water jet".AIP ADVANCES 12(2022). |
入库方式： OAI收割
来源：合肥物质科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。