4.3 Article

The Internet of Things enabled manufacturing enterprise information system design and shop floor dynamic scheduling optimisation

Journal

ENTERPRISE INFORMATION SYSTEMS
Volume 14, Issue 9-10, Pages 1238-1263

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/17517575.2019.1609703

Keywords

IoT; dynamic flexible job shop scheduling problem; negotiation mechanism; game theory; rolling horizon rescheduling strategy

Funding

  1. National Natural Science Foundation of China [51475324, 51605328]

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A production information management system based on industrial Internet of Things (IoT) technology is designed, which makes the manufactory enterprise have the ability of dynamic shop floor scheduling. To solve the rescheduling problem, a hybrid method combining the game theory method and the rolling horizon rescheduling strategy (HGR) is proposed. In a computational experiment, the values of the relative error (RE) and mean ideal distance (MID) are 11.3 and 13.74, respectively, which illustrates the feasibility and efficiency of the proposed HGR method. An engineering experiment shows that the proposed method can handle the practical engineering problems.

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