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1. Rescheduling of Flexible Manufacturing Production Considering Uncertain Environment | |||
Zhang Yaping,Liao Wenzhu | |||
Engineering and Technological Science 29 April 2020 | |||
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Abstract:This paper establishes a centralized combined rescheduling model that combines machine failure, order changes, fuzzy processing time and machine maintenance. It discusses a rescheduling problem based on monitoring condition information for flexible manufacturing in an uncertain environment to maximize customer satisfaction and minimize production cost under the delivery time window. According to various conditions in an uncertain environment, a rescheduling strategy and a rescheduling method is provided. In the face of multiple factors and multiple goals, as it is difficult for traditional scheduling methods to obtain the optimal scheduling solution quickly, this paper proposes an improved Non-dominated Sorting Genetic Algorithm II (NSGA-II) algorithm combined with initialization rules. Then, the decision-making scheduling schemes are simulated and analyzed in 8 cases. The computational results show the feasibility and effectiveness of this rescheduling method, and could well support real production rescheduling problem. | |||
TO cite this article:Zhang Yaping,Liao Wenzhu. Rescheduling of Flexible Manufacturing Production Considering Uncertain Environment[OL].[29 April 2020] http://en.paper.edu.cn/en_releasepaper/content/4751832 |
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