数字化增强型定制润滑剂开发:热冲压润滑剂性能的实验和建模研究

IF 8.2 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xiao Yang , Heli Liu , Vincent Wu , Denis J. Politis , Haochen Yao , Jie Zhang , Liliang Wang
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引用次数: 0

摘要

数字化技术正在改变制造业的方方面面,使其迈向数字化制造时代。传统的润滑剂开发方法涉及系统但耗时的迭代过程,目前仍广泛应用于金属成型行业。在本研究中,通过利用基于机理的交互式摩擦建模框架以及以数据为中心的润滑剂极限图对润滑剂性能进行定量和综合评估,提出了一种新颖的数字化增强型润滑剂开发方案。通过预测实际成形操作中复杂接触条件演变后的瞬态润滑剂行为,建立了润滑剂性能与其粘度、蒸发率和干物质组分等属性之间的密切联系和量化关系。这有助于提高润滑剂参数的优化效率,并最大限度地降低润滑剂迭代试验的实验成本。在这项工作中进行了一项案例研究,以基准润滑油为参考,针对目标热冲压工艺采用这种数字增强方案开发定制润滑油。为了验证定制润滑剂的理想性能,还对汽车部件进行了进一步的工业成型测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digitally enhanced development of customised lubricant: Experimental and modelling studies of lubricant performance for hot stamping

Digitally enhanced technologies are transforming every aspect of the manufacturing sector towards the era of digital manufacturing. Traditional lubricant development methods involving systematic but time-consuming iterative processes is still extensively used in the metal forming industry. In the present study, a novel digitally enhanced lubricant development scheme was proposed by leveraging a mechanism-based interactive friction modelling framework and quantitative and comprehensive evaluation of lubricant performance via the data-centric lubricant limit diagrams. By predicting transient lubricant behaviour following the complex contact condition evolution experienced in actual forming operations, a close association and quantified relation between the lubricant performance and its properties such as viscosity, evaporation rate and fraction of dry matter was established. This can facilitate the optimisation efficiency of lubricant parameters and minimise the experimental cost for iterative lubricant trials. A case study was conducted in this work to develop a customised lubricant using this digitally enhance scheme for the target hot stamping process based on a benchmark lubricant as a reference. Further industrial forming tests of an automotive component were conducted to validate the ideal performance of the customised lubricant.

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来源期刊
Computers in Industry
Computers in Industry 工程技术-计算机:跨学科应用
CiteScore
18.90
自引率
8.00%
发文量
152
审稿时长
22 days
期刊介绍: The objective of Computers in Industry is to present original, high-quality, application-oriented research papers that: • Illuminate emerging trends and possibilities in the utilization of Information and Communication Technology in industry; • Establish connections or integrations across various technology domains within the expansive realm of computer applications for industry; • Foster connections or integrations across diverse application areas of ICT in industry.
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