Additive manufacturing patterned self-lubricating polyimide surfaces | |
Yao XL(姚昕乐)2,3; Guo YX(郭玉雄)1,3; Gao Y(高瑜)3; Khan Rajib Hossain3; Ji ZY(姬忠莹)1,3; Lu ZB(鲁志斌)3; Wang XL(王晓龙)3; Wang QH(王齐华)3; Zhou F(周峰)3 | |
刊名 | Tribology International |
2023-11 | |
卷号 | 189期号:无页码:108972 |
关键词 | Self-lubrication Additive manufacturing Photosensitive polyimide Surface patterning Machine learning |
DOI | 10.1016/j.triboint.2023.108972 |
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-polytetrafluoroethylene 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. |
URL标识 | 查看原文 |
语种 | 英语 |
内容类型 | 期刊论文 |
源URL | [http://ir.licp.cn/handle/362003/30192] |
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 | Gao Y(高瑜); Khan Rajib Hossain; Ji ZY(姬忠莹) |
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, Yantai 264006, China 2.School of Chemistry and Chemical Engineering, Key Laboratory of Materials-Oriented Chemical Engineering of Xinjiang Uygur Autonomous Region, Shihezi University, Shihezi, China 3.State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences, Lanzhou, China |
推荐引用方式 GB/T 7714 | Yao XL,Guo YX,Gao Y,et al. Additive manufacturing patterned self-lubricating polyimide surfaces[J]. Tribology International,2023,189(无):108972. |
APA | Yao XL.,Guo YX.,Gao Y.,Khan Rajib Hossain.,Ji ZY.,...&Zhou F.(2023).Additive manufacturing patterned self-lubricating polyimide surfaces.Tribology International,189(无),108972. |
MLA | Yao XL,et al."Additive manufacturing patterned self-lubricating polyimide surfaces".Tribology International 189.无(2023):108972. |
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