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

Alexis Aubry 1, * André Rossi 2 Mireille Jacomino 3
* Auteur correspondant
2 Lab-STICC_UBS_CACS_MOCS
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
3 G-SCOP_GCSP - GCSP
G-SCOP - Laboratoire des sciences pour la conception, l'optimisation et la production
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.
Type de document :
Communication dans un congrès
13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'2009, Jun 2009, Moscou, Russia. pp.1464-1469, 2009, <10.3182/20090603-3-RU-2001.00244>
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https://hal.archives-ouvertes.fr/hal-00393745
Contributeur : Alexis Aubry <>
Soumis le : mardi 9 juin 2009 - 17:00:52
Dernière modification le : jeudi 20 juillet 2017 - 09:28:58
Document(s) archivé(s) le : jeudi 10 juin 2010 - 22:23:25

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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, 2009, <10.3182/20090603-3-RU-2001.00244>. <hal-00393745>

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