Heuristics for a tool provisioning problem in a flexible manufacturing system with an automatic tool transporter

Citation
Hb. Jun et al., Heuristics for a tool provisioning problem in a flexible manufacturing system with an automatic tool transporter, IEEE ROBOT, 15(3), 1999, pp. 488-496
Citations number
21
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION
ISSN journal
1042296X → ACNP
Volume
15
Issue
3
Year of publication
1999
Pages
488 - 496
Database
ISI
SICI code
1042-296X(199906)15:3<488:HFATPP>2.0.ZU;2-7
Abstract
This paper considers a tool provisioning problem in a flexible manufacturin g system (FMS) with an automatic tool transporter. The problem considered h ere is that of determining the number of copies of each tool type for a lim ited budget with the objective of minimizing makespan, This problem should be solved to decide the (additional) purchase of required tools when the FM S should be reconfigured due to change of part mix. To solve the problem, t wo heuristic algorithms are proposed. One is a composite search algorithm b ased on two greedy search methods, and the other is a search algorithm in w hich numbers of tool copies are determined based on tool groupings. In both algorithms, simulation results are used to find search directions. Computa tional experiments show that the latter search algorithm gives better resul ts.