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Conference Papers Year : 2009

A generic off-line approach for dealing with uncertainty in production systems optimisation

Abstract

This paper addresses production systems optimisation in uncertain context. A standard framework for solving such type of problems is depicted in a 3-step approach. The two first steps are addressed in this paper. They consist of off-line characterisation of the problem and calculation of solutions with some desired performance. A generic approach to implement these off-line steps is introduced in this paper. This approach relies on calculation of robust off-line solutions. A generic framework of robustness is defined. Then five standard optimisation problems are derived and related to the so called stability and sensitivity analysis. This generic approach is then applied to a multi-purpose machines problem.

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Dates and versions

hal-00393745 , version 1 (09-06-2009)

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Alexis Aubry, André Rossi, Mireille Jacomino. A generic off-line approach for dealing with uncertainty in production systems optimisation. 13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'2009, Jun 2009, Moscou, Russia. pp.1464-1469, ⟨10.3182/20090603-3-RU-2001.00244⟩. ⟨hal-00393745⟩
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