CUED Publications database

Sustainable performance oriented operational decision-making of single machine systems with deterministic product arrival time

Liu, CG and Yang, J and Lian, J and Li, WJ and Evans, S and Yin, Y (2014) Sustainable performance oriented operational decision-making of single machine systems with deterministic product arrival time. Journal of Cleaner Production, 85. pp. 318-330. ISSN 0959-6526

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Abstract

© 2014 Elsevier Ltd. All rights reserved. In order to achieve industrial sustainability and realize low carbon economy, various measures should be taken to reduce carbon dioxide emissions of production processes without compromising economic factors. In this paper, we study the operational decision-making problem incorporating both economic and environmental performance. We focus on single machine systems with deterministic product arrival time and the First Come First Served processing rule, and emphasize the processing time and consumed energy of the machine when it stays idle and is switched. We formulate a multi-objective optimization model with aims to minimize the total carbon dioxide emissions and the total completion time simultaneously. Considering the properties of our model, a non-dominated sorting genetic algorithm II (NSGA-II) is proposed to solve this problem. Several simulation examples and an industrial case are used to validate the feasibility and effectiveness of our proposed model and algorithm. Comparison with a previous algorithm confirms the better performance of our proposed algorithm.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div E > Production Processes
Depositing User: Cron Job
Date Deposited: 17 Jul 2017 19:44
Last Modified: 21 Nov 2017 03:51
DOI: