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Journal Articles International Journal of Advanced Manufacturing Technology Year : 2022

Production management for mass customization and smart cellular manufacturing system: NSGAII and SMPSO for factory-level planning

Elie Maalouf
  • Function : Author
Joanna Daaboul
Julien Le Duigou

Abstract

This paper proposes a distributed approach for smart production management in a cellular manufacturing system offering mass-customized products. This approach is based on three decision levels: factory-level (master planning module), shop floor level (bidding system) dealing with unexpected events, and cell level. The approach integrates planning, scheduling, and material handling allocation while considering real-time data from the supply chain. A mathematical model for factory-level planning is proposed with two sequence-based resolution approaches implemented on two metaheuristics, NSGAII and SMPSO. These were tested on a numerical example after optimizing their parameters tuning.
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Dates and versions

hal-03847290 , version 1 (10-11-2022)

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Elie Maalouf, Joanna Daaboul, Julien Le Duigou, Bassam Hussein. Production management for mass customization and smart cellular manufacturing system: NSGAII and SMPSO for factory-level planning. International Journal of Advanced Manufacturing Technology, 2022, 120 (9-10), pp.6833-6854. ⟨10.1007/s00170-022-09188-y⟩. ⟨hal-03847290⟩
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