4.7 Article

Integrated scheduling of resource-constrained flexible manufacturing systems using constraint programming

期刊

EXPERT SYSTEMS WITH APPLICATIONS
卷 41, 期 5, 页码 2286-2299

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2013.09.026

关键词

Flexible manufacturing systems; Resource-constrained scheduling; Constraint-programming; Automated job-shop

资金

  1. CONICET [PIP 2754]
  2. ANPCYT [PAE-PICT00051]
  3. Universidad Nacional del Litoral [CAI+D 2009, III, R4 - N 12]

向作者/读者索取更多资源

This contribution presents a novel approach to address the scheduling of resource-constrained flexible manufacturing systems (FMSs). It deals with several critical features that are present in many FMS environments in an integrated way. The proposal consists in a constraint programming (CP) formulation that simultaneously takes into account the following sub-problems: (i) machine loading, (ii) manufacturing activities scheduling, (iii) part routing, (iv) machine buffer scheduling, (v) tool planning and allocation, and (vi) AGV scheduling, considering both the loaded and the empty movements of the device. Before introducing the model, this work points out the problems that might appear when all these issues are not concurrently taken into account. Then, the FMS scheduling model is presented and later assessed through several case-studies. The proposed CP approach has been tested by resorting to problems that consider dissimilar number of parts, operations per part, and tool copies, as well as different AGV speeds. The various examples demonstrate the importance of having an integrated formulation and show the important errors that can occur when critical issues such as AGV empty movements are neglected. (C) 2013 Elsevier Ltd. All rights reserved.

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