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Profit-oriented partial disassembly line design: dealing with hazardous parts and task processing times uncertainty

Bentaha, Mohand Lounes and Dolgui, Alexandre and Battaïa, Olga and Riggs, Robert J. and Hu, Jack Profit-oriented partial disassembly line design: dealing with hazardous parts and task processing times uncertainty. (2018) International Journal of Production Research, 56 (24). 7220-7242. ISSN 0020-7543

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Official URL: http://dx.doi.org/10.1080/00207543.2017.1418987

Abstract

This paper addresses the problem of profit-oriented disassembly line design and balancing considering partial disassembly, presence of hazardous parts and uncertainty of task processing times. Few papers have studied the stochastic disassembly line balancing problem and existing approaches have focused on heuristic and metaheuristic methods. Most existing work has concentrated on complete disassembly where task times are assumed to be normal random variables and where AND/OR graphs are not considered. The objective of this paper is the design of a serial line that obtains the maximum revenue and then balances the workload under uncertainty. The processing time of a disassembly task is assumed to be a random variable with any known probability distribution. An AND/OR graph is used to model the precedence relationships among tasks. Stochastic programming models and exact-based solution approaches combining the L-shaped algorithm and Monte Carlo sampling techniques are proposed. The relevance and applicability of the proposed models and solution methods are shown by solving efficiently a set of disassembly problem instances from the literature.

Item Type:Article
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Other partners > Institut National des Sciences Appliquées de Lyon - INSA (FRANCE)
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
Other partners > Clemson University (USA)
Other partners > Université Nantes Angers Le Mans - UNAM (FRANCE)
Other partners > Université de Lyon - UDL (FRANCE)
Other partners > University of Michigan - U-M (USA)
Laboratory name:
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Deposited By: Olga Battaïa
Deposited On:21 Jun 2018 14:06

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