---
_id: '46411'
abstract:
- lang: eng
  text: 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.
author:
- first_name: Y.T.
  full_name: Azene, Y.T.
  last_name: Azene
- first_name: R.
  full_name: Roy, R.
  last_name: Roy
- first_name: D.
  full_name: Farrugia, D.
  last_name: Farrugia
- first_name: C.
  full_name: Onisa, C.
  last_name: Onisa
- first_name: J.
  full_name: Mehnen, J.
  last_name: Mehnen
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: Azene YT, Roy R, Farrugia D, Onisa C, Mehnen J, Trautmann H. Work roll cooling
    system design optimisation in presence of uncertainty and constrains. <i>CIRP
    Journal of Manufacturing Science and Technology</i>. 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>
  apa: Azene, Y. T., Roy, R., Farrugia, D., Onisa, C., Mehnen, J., &#38; Trautmann,
    H. (2010). Work roll cooling system design optimisation in presence of uncertainty
    and constrains. <i>CIRP Journal of Manufacturing Science and Technology</i>, <i>2</i>(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>
  bibtex: '@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} }'
  chicago: '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.”
    <i>CIRP Journal of Manufacturing Science and Technology</i> 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>.'
  ieee: '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,”
    <i>CIRP Journal of Manufacturing Science and Technology</i>, 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>.'
  mla: Azene, Y. T., et al. “Work Roll Cooling System Design Optimisation in Presence
    of Uncertainty and Constrains.” <i>CIRP Journal of Manufacturing Science and Technology</i>,
    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>.
  short: Y.T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, H. Trautmann, CIRP
    Journal of Manufacturing Science and Technology 2 (2010) 290–298.
date_created: 2023-08-04T16:09:19Z
date_updated: 2023-10-16T13:57:23Z
department:
- _id: '34'
- _id: '819'
doi: https://doi.org/10.1016/j.cirpj.2010.06.001
intvolume: '         2'
issue: '4'
keyword:
- Roll cooling design
- Uncertainty
- Design optimisation
- Multi-objective optimisation
- Constraint in design
language:
- iso: eng
page: 290-298
publication: CIRP Journal of Manufacturing Science and Technology
publication_identifier:
  issn:
  - 1755-5817
status: public
title: Work roll cooling system design optimisation in presence of uncertainty and
  constrains
type: journal_article
user_id: '15504'
volume: 2
year: '2010'
...