Mobile robot scheduling for cycle time optimization in flow-shop cells, a case study

Sam Mosallaeipour, Mazyar Ghadiri Nejad, Seyed Mahdi Shavarani, Ramtin Nazerian

Research output: Contribution to journalArticlepeer-review

Abstract

The typical production system in carton box production companies is cell-production. These cells normally benefit from a mobile robot which serves the machines according to a given schedule. One of the main problems of such companies is finding the order of robot moves in a way that the time required for completing all jobs is minimized. In the studied case in this research, each cell contains three machines of which, two or three of them might be activated for production process depending on the product type. These machines are equipped with a one-capacitated input and output buffer. Considering the fact that the machines are capable of performing any operation, the assignments of the jobs to them may have several alternatives. The one-capacitated buffers make the robot scheduling more complex as they act as extra stations to be served by the robot (contribute to exponential increase in job assignments permutation). This study aims to deal with this complexity and provide a decision-making toolbox for business owners to determine and employ the best robot moving schedule according to the characteristics of the problem. The mentioned approach significantly contributes to decision-maker’s effective time management and results in adopting a better production scheme for each production cycle. In line with this prospect, this research proposes a sequential part production matrix (SPPM) to determine feasible robot move strategies through which the best scheduling scheme is introduced for different problem configurations. Additionally, a metaheuristic algorithm is proposed to determine the best robot move strategy for cases with more active machines in a cell as manual determination of the robot move strategies becomes exhaustive in such cases.

Original languageEnglish
Pages (from-to)83-94
Number of pages12
JournalProduction Engineering
Volume12
Issue number1
Early online date29 Dec 2017
DOIs
Publication statusPublished - 1 Feb 2018

Keywords

  • Cellular manufacturing system
  • Mobile robot cellular scheduling
  • Production scheduling
  • Robot cyclic move

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