Towards green automated production line with rotary transfer and turrets: a multi-objective approach using a binary scatter tabu search procedure

Kahkashan Afrin Ashif Sikandar Iquebal Sri Krishna Kumar M.K. Tiwari Lyes Benyoucef Alexandre Dolgui 1
1 Ecole des Mines de Nantes (EMN/IRRCyN/SLP)
IRCCyN - Institut de Recherche en Communications et en Cybernétique de Nantes
Abstract : This paper deals with a much less contemplated topic of carbon footprint (CFP) reduction in automated machining lines. A multi-objective problem for the simultaneous optimisation of line cost and carbon footprint while satisfying all the constraints of an automated production line with rotary transfer and turrets is presented. A framework for accounting and reduction of CFP and, hence, the energy consumption of the production line is put forward. This framework investigates the environmental impact of greenhouse gas emitted and energy consumed by the system-level processes during the machining and non-machining operations. Moreover, a binary scatter tabu search process for multi-objective optimisation (BSSPMO), a meta-heuristic based on scatter and tabu search procedure, is used for approximating the efficient frontier. To demonstrate the validation of the proposed approach, a case study is presented, and the numerical results are analysed. Though the trade-off between line cost and CFP is not a perfect Pareto, but it gives a very important conclusion about the trend of how these two critical parameters varies and the range in which it can be controlled.
Type de document :
Article dans une revue
International Journal of Computer Integrated Manufacturing, Taylor & Francis, 2016, 29 (7), pp.768-785. 〈10.1080/0951192X.2015.1109143〉
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https://hal-emse.ccsd.cnrs.fr/emse-01241217
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Soumis le : jeudi 10 décembre 2015 - 10:42:45
Dernière modification le : lundi 30 janvier 2017 - 11:33:09

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Kahkashan Afrin, Ashif Sikandar Iquebal, Sri Krishna Kumar, M.K. Tiwari, Lyes Benyoucef, et al.. Towards green automated production line with rotary transfer and turrets: a multi-objective approach using a binary scatter tabu search procedure. International Journal of Computer Integrated Manufacturing, Taylor & Francis, 2016, 29 (7), pp.768-785. 〈10.1080/0951192X.2015.1109143〉. 〈emse-01241217〉

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