Work roll cooling system design optimisation in presence of uncertainty and constrains

article Work roll cooling system design optimisation in presence of uncertainty and constrains Y.T. Azene author R. Roy author D. Farrugia author C. Onisa author J. Mehnen author Heike Trautmann author 1007400000-0002-9788-8282 34 department 819 department The paper presents a framework to optimise the design of work roll based on the cooling performance. The framework develops meta-models from a set of finite element analyses (FEA) of the roll cooling. A design of experiment technique is used to identify the FEA runs. The research also identifies sources of uncertainties in the design process. A robust evolutionary multi-objective evaluation technique is applied to the design optimisation in constrained problems with real life uncertainty. The approach handles uncertainties associated both with design variables and fitness functions. Constraints violation within the neighbourhood of a design is considered as part of a measurement for degree of feasibility and robustness of a solution. 2010 eng Roll cooling designUncertaintyDesign optimisationMulti-objective optimisationConstraint in design CIRP Journal of Manufacturing Science and Technology 1755-5817https://doi.org/10.1016/j.cirpj.2010.06.001 24290-298 Azene, Y.T., R. Roy, D. Farrugia, C. Onisa, J. Mehnen, and Heike Trautmann. “Work Roll Cooling System Design Optimisation in Presence of Uncertainty and Constrains.” CIRP Journal of Manufacturing Science and Technology 2, no. 4 (2010): 290–98. <a href="https://doi.org/10.1016/j.cirpj.2010.06.001">https://doi.org/10.1016/j.cirpj.2010.06.001</a>. Y. T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, and H. Trautmann, “Work roll cooling system design optimisation in presence of uncertainty and constrains,” CIRP Journal of Manufacturing Science and Technology, vol. 2, no. 4, pp. 290–298, 2010, doi: <a href="https://doi.org/10.1016/j.cirpj.2010.06.001">https://doi.org/10.1016/j.cirpj.2010.06.001</a>. Y.T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, H. Trautmann, CIRP Journal of Manufacturing Science and Technology 2 (2010) 290–298. @article{Azene_Roy_Farrugia_Onisa_Mehnen_Trautmann_2010, title={Work roll cooling system design optimisation in presence of uncertainty and constrains}, volume={2}, DOI={<a href="https://doi.org/10.1016/j.cirpj.2010.06.001">https://doi.org/10.1016/j.cirpj.2010.06.001</a>}, number={4}, journal={CIRP Journal of Manufacturing Science and Technology}, author={Azene, Y.T. and Roy, R. and Farrugia, D. and Onisa, C. and Mehnen, J. and Trautmann, Heike}, year={2010}, pages={290–298} } Azene, Y. T., et al. “Work Roll Cooling System Design Optimisation in Presence of Uncertainty and Constrains.” CIRP Journal of Manufacturing Science and Technology, vol. 2, no. 4, 2010, pp. 290–98, doi:<a href="https://doi.org/10.1016/j.cirpj.2010.06.001">https://doi.org/10.1016/j.cirpj.2010.06.001</a>. Azene, Y. T., Roy, R., Farrugia, D., Onisa, C., Mehnen, J., & Trautmann, H. (2010). Work roll cooling system design optimisation in presence of uncertainty and constrains. CIRP Journal of Manufacturing Science and Technology, 2(4), 290–298. <a href="https://doi.org/10.1016/j.cirpj.2010.06.001">https://doi.org/10.1016/j.cirpj.2010.06.001</a> Azene YT, Roy R, Farrugia D, Onisa C, Mehnen J, Trautmann H. Work roll cooling system design optimisation in presence of uncertainty and constrains. CIRP Journal of Manufacturing Science and Technology. 2010;2(4):290-298. doi:<a href="https://doi.org/10.1016/j.cirpj.2010.06.001">https://doi.org/10.1016/j.cirpj.2010.06.001</a> 464112023-08-04T16:09:19Z2023-10-16T13:57:23Z