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. • A digitally enhanced lubricant development scheme incorporating interactive modelling and data-centric evaluation via LLD. • This scheme enables intuitive illustration and quantitative evaluation of lubricity emulating actual complex conditions. • The scheme can facilitate optimisation efficiency and minimise the experimental cost for iterative lubricant trials. • A customised lubricant for hot stamping was developed following the digitally enhanced analysis with OPG value of 98.5 %.

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Publication Details

Journal
Computers in Industry
Published
2024-09-01
DOI
https://doi.org/10.1016/j.compind.2024.104152
Citations
5
Primary Topic
Advanced machining processes and optimization
Type
article
Field-Weighted Citation Impact
1.06

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article

Digitally enhanced development of customised lubricant: Experimental and modelling studies of lubricant performance for hot stamping

Vincent Wu, Liliang Wang, Heli Liu, Xiao Yang et al.
5 citations
Computers in Industry
Advanced machining processes and optimization
1.06
article

Digitally enhanced development of customised lubricant: Experimental and modelling studies of lubricant performance for hot stamping

Vincent Wu, Liliang Wang, Heli Liu, Xiao Yang, Denis J. Politis, Jie Zhang, Haochen Yao
article en
5 citations

Abstract

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. • A digitally enhanced lubricant development scheme incorporating interactive modelling and data-centric evaluation via LLD. • This scheme enables intuitive illustration and quantitative evaluation of lubricity emulating actual complex conditions. • The scheme can facilitate optimisation efficiency and minimise the experimental cost for iterative lubricant trials. • A customised lubricant for hot stamping was developed following the digitally enhanced analysis with OPG value of 98.5 %.

Computers in IndustryVol. 163
University of Cyprus (CY), Imperial College London (GB)
Imperial College London
Openalex Percentile: Top 27%
Advanced machining processes and optimization
1.06
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