The Selection of the Best Control Rule for a Multiple-Load AGV System Using Simulation and Fuzzy MADM in a Flexible Manufacturing System
Joint Authors
Azimi, Parham
Alidoost, Mehran
Haleh, Hasan
Source
Modelling and Simulation in Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-10-04
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Pick up-dispatching problem together with delivery-dispatching problem of a multiple-load automated guided vehicle (AGV) system have been studied.
By mixing different pick up-dispatching rules, several control strategies (alternatives) have been generated and the best control strategy has been determined considering some important criteria such as System Throughput (ST), Mean Flow Time of Parts (MFTP), Mean Tardiness of Parts (MFTP), AGV Idle Time (AGVIT), AGV Travel Full (AGVTF), AGV Travel Empty (AGVTE), AGV Load Time (AGVLT), AGV Unload Time (AGVUT), Mean Queue Length (MQL) and Mean Queue Waiting (MQW).
For ranking the control strategies, a new framework based on MADM methods including fuzzy MADM and TOPSIS method were developed.
Then several simulation experiments which had been based on a flow path layout to find the results were conducted.
Finally, by using TOPSIS method, the control strategies were ranked.
Furthermore, a similar approach was used for determining the optimal fleet size.
The main contribution of this paper is developing a new approach combining the top managers' views in selecting the best control strategy for AGV systems while trying to optimize the fleet size at the mean time by combining MADM, MCDM and simulation methods.
American Psychological Association (APA)
Azimi, Parham& Haleh, Hasan& Alidoost, Mehran. 2010. The Selection of the Best Control Rule for a Multiple-Load AGV System Using Simulation and Fuzzy MADM in a Flexible Manufacturing System. Modelling and Simulation in Engineering،Vol. 2010, no. 2010, pp.1-11.
https://search.emarefa.net/detail/BIM-500870
Modern Language Association (MLA)
Azimi, Parham…[et al.]. The Selection of the Best Control Rule for a Multiple-Load AGV System Using Simulation and Fuzzy MADM in a Flexible Manufacturing System. Modelling and Simulation in Engineering No. 2010 (2010), pp.1-11.
https://search.emarefa.net/detail/BIM-500870
American Medical Association (AMA)
Azimi, Parham& Haleh, Hasan& Alidoost, Mehran. The Selection of the Best Control Rule for a Multiple-Load AGV System Using Simulation and Fuzzy MADM in a Flexible Manufacturing System. Modelling and Simulation in Engineering. 2010. Vol. 2010, no. 2010, pp.1-11.
https://search.emarefa.net/detail/BIM-500870
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-500870