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A hybrid approach to machine-tool selection through AHP and simulation

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A hybrid approach to machine-tool selection through AHP and simulation.pdf (336.3Kb)
Date
2007
Author
Ayaǧ, Zeki
Abstract
The selection process of a machine tool has been a critical issue for companies for years because the improper selection of a machine tool might cause many problems having a negative effect on productivity precision flexibility and a company's responsive manufacturing capabilities. Therefore in this paper to determine the best machine tool satisfying the needs and expectations of a manufacturing organization among a set of possible alternatives in the market a hybrid approach is proposed which integrates an analytic hierarchy process (AHP) with simulation techniques. The AHP as one of the most commonly used multiple criteria decision-making methods is used to narrow down all possible machine tool alternatives in the market by eliminating those whose scores (or weights) are smaller than a determined value obtained under certain circumstances. Then a simulation generator is used first to automatically model a manufacturing organization where the ultimate machine tool will be used and second to try each alternative remaining from the AHP as a scenario on the generated model. Finally the final alternative is selected by using the unit investment cost ratio which is calculated by dividing the investment cost per year of each alternative by the additional number of produced units obtained from the simulation experiment of the relevant alternative.

Source

International Journal of Production Research

Issue

9

Volume

45

Pages

2029-2050

URI

https://hdl.handle.net/20.500.12469/1212
https://doi.org/10.1080/00207540600724856

Collections

  • Araştırma Çıktıları / Scopus [1565]
  • Araştırma Çıktıları / WOS [1518]
  • Endüstri Mühendisliği / Industrial Engineering [131]

Keywords

Machine-tool selection
Multiple-criteria decision-making
Analytic hierarchy process
Discrete-event simulation

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DSpace software copyright © 2002-2015  DuraSpace
Contact Us | Send Feedback
Theme by 
@mire NV