Additive manufacturing patterned self-lubricating polyimide surfaces | |
Xinle Yao; Yuxiong Guo; Yu Gao; Khan Rajib Hossain; Zhongying Ji; Zhibin Lu; Xiaolong Wang; Qihua Wang; Feng Zhou | |
刊名 | Tribology International |
2023-09-24 | |
期号 | 189页码:108972 |
关键词 | Self-lubrication Additive manufacturing Photosensitive polyimide Surface patterning Machine learning |
英文摘要 | Surface patterning has been widely utilized in structure enhancement, bionics, and surface lubrication. Drawing inspiration from the layer-by-layer forming principle of additive manufacturing and the Yin-Yang theory of traditional Chinese culture, we herein tailor patterned surfaces with various stripes of width using photosensitive polyimide and photosensitive polyimide-polytetraffuoroethylene composites that exhibit tough and lubricated properties by changing inks. To further optimize the self-lubricating surfaces, we present an accurate screening of the tribological data using machine learning (ML) and the optimized surfaces demonstrated the exceptional comprehensive properties. The combination of ML design and vat photopolymerization 3D printing is believed to enhance toughness and lubrication of surfaces, has the potential to the applications of the mechanical engineering, space equipment, and automobile manufacturing. |
内容类型 | 期刊论文 |
源URL | [http://ir.licp.cn/handle/362003/30642] |
专题 | 兰州化学物理研究所_固体润滑国家重点实验室 |
通讯作者 | Yuxiong Guo; Yu Gao; Zhongying Ji |
作者单位 | 1.Shandong Laboratory of Yantai Advanced Materials and Green Manufacturing; Yantai Zhongke Research Institute of Advanced Materials and Green Chemical Engineering 2.School of Chemistry and Chemical Engineering, Key Laboratory of Materials-Oriented Chemical Engineering of Xinjiang Uygur Autonomous Region, Shihezi University 3.State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences |
推荐引用方式 GB/T 7714 | Xinle Yao,Yuxiong Guo,Yu Gao,et al. Additive manufacturing patterned self-lubricating polyimide surfaces[J]. Tribology International,2023(189):108972. |
APA | Xinle Yao.,Yuxiong Guo.,Yu Gao.,Khan Rajib Hossain.,Zhongying Ji.,...&Feng Zhou.(2023).Additive manufacturing patterned self-lubricating polyimide surfaces.Tribology International(189),108972. |
MLA | Xinle Yao,et al."Additive manufacturing patterned self-lubricating polyimide surfaces".Tribology International .189(2023):108972. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
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。
修改评论