Date
2013-07-20Metadata
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Aufsatz
Efficient Spatial and Temporal Modelling of Material Temperatures within Self-reinforced Polypropylene Sheets during IR Radiation
Abstract
Polymer composites of self-reinforced fibres and a matrix composed of the same plastic material display an outstanding mechanical performance and an excellent recyclability. Hence, these materials are suitable for many practical applications. One disadvantage, however, is the narrow processing window that is caused by a strong pressure and temperature sensitivity of the self-reinforced fibres. In this paper, an approach to efficiently model the spatial and temporal temperature evolution is presented. Advanced empirical modelling techniques from the design and analysis of computer experiments are fitted to experimental data. It is shown that only a small set of experiments has to be performed in order to predict the temperatures with the desired accuracy. The required enhancements with respect to the design of experiments and the empirical models are presented.
Citation
In: Procedia CIRP Volume 9 (2013-07-20) , S. 49-54 ; EISSN 2212-8271Citation
@article{doi:10.17170/kobra-202012082434,
author={Hess, Stefan and Ries, Angela and Kersting, Petra and Heim, Hans-Peter},
title={Efficient Spatial and Temporal Modelling of Material Temperatures within Self-reinforced Polypropylene Sheets during IR Radiation},
journal={Procedia CIRP},
year={2013}
}
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2020-12-22T15:55:13Z 2020-12-22T15:55:13Z 2013-07-20 doi:10.17170/kobra-202012082434 http://hdl.handle.net/123456789/12359 eng Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ polymers empirical modelling DACE models kriging IR radiation 500 600 Efficient Spatial and Temporal Modelling of Material Temperatures within Self-reinforced Polypropylene Sheets during IR Radiation Aufsatz Polymer composites of self-reinforced fibres and a matrix composed of the same plastic material display an outstanding mechanical performance and an excellent recyclability. Hence, these materials are suitable for many practical applications. One disadvantage, however, is the narrow processing window that is caused by a strong pressure and temperature sensitivity of the self-reinforced fibres. In this paper, an approach to efficiently model the spatial and temporal temperature evolution is presented. Advanced empirical modelling techniques from the design and analysis of computer experiments are fitted to experimental data. It is shown that only a small set of experiments has to be performed in order to predict the temperatures with the desired accuracy. The required enhancements with respect to the design of experiments and the empirical models are presented. open access Hess, Stefan Ries, Angela Kersting, Petra Heim, Hans-Peter doi:10.1016/j.procir.2013.06.167 Polymere Faserverstärkter Kunststoff Kriging Infrarot Modell publishedVersion EISSN 2212-8271 Procedia CIRP 49-54 Volume 9 false
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