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Selection of Mill Cutter and Cutting Parameters through an Expert System

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Advances in Computer, Information, and Systems Sciences, and Engineering
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— This paper discusses the selection of tools in milling operations. An expert system hinged on numerical methods has been developed to carry out this research. The knowledge base is given by limitations in process variables, which let us define the allowable cutting parameter space. The mentioned process variables cause instabilities due to tool-work-piece interaction, knowing as chatter vibration, and the power available in the spindle motor. Then, a tool cost model is contrived. It is used to choose the suitable cutting tool, among a known set of candidate available cutters. Once the cutting tool is selected, the cutting parameters are calculated. For this purpose, other two cost functions are designed, which are depended on the time and frequency domains response properties. An example is presented to illustrate the method.

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References

  1. S. Y. Liang, R. L. Hecker and R. G: Landers, “Machining Process Monitoring and Control: The State of the Art,” in Journal of Manufacturing Science and Engineering, vol. 126, 2004, pp. 297–310.

    Article  Google Scholar 

  2. S. V. Wong and A. M. S. Hamouda, “The development of an online knowledge-based expert system for machinability data selection”, Knowledge-Based Systems, Vol.16, pp. 215-219, 2003.

    Article  Google Scholar 

  3. M. C. Cakir, O. Irfan and K. Cavdar, “An expert system for die and mold making operations”, Robotics and Computer-Integrated Manufacturing,Vol.21, pp. 175-183, 2005.

    Article  Google Scholar 

  4. A. Vidal, M. Alberti, J. Ciurana and M. Casadesùs, “A decision support system for optimizing the selection of parameters when planning milling operations”, International Journal of Machine Tools and Manufacture,Vol.45, pp. 201-210, 2005.

    Article  Google Scholar 

  5. I. D. Carpenter and P. G. Maropoulos, “A flexible tool selection decision support system for milling operations”, Journal of Materials Processing Technology,Vol.107, pp. 143-152, 2000.

    Article  Google Scholar 

  6. Y. Altintas, Manufacturing Automation, Cambridge University Press, 2000.

    Google Scholar 

  7. O. Maeda, Y. Cao and Y. Altintas, “Expert spindle design system”, International Journal of Machine Tools and Manufacture,Vol.45, pp. 537-548, 2005.

    Article  Google Scholar 

  8. H. Li and X. Li, “Modeling and simulation of chatter in milling using a predictive force model”, International Journal of Machine Tools and Manufacture,Vol.40, pp. 2047-2071, 2000.

    Article  Google Scholar 

  9. L.Rubio and M. De la Sen, “Analytical procedure for chatter in milling”, Rediscover 2004, June 14-16, 2004, Cavtat, Croatia.

    Google Scholar 

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Rubio, L., De la Sen, M. (2007). Selection of Mill Cutter and Cutting Parameters through an Expert System. In: Elleithy, K., Sobh, T., Mahmood, A., Iskander, M., Karim, M. (eds) Advances in Computer, Information, and Systems Sciences, and Engineering. Springer, Dordrecht. https://doi.org/10.1007/1-4020-5261-8_2

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  • DOI: https://doi.org/10.1007/1-4020-5261-8_2

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-1-4020-5260-6

  • Online ISBN: 978-1-4020-5261-3

  • eBook Packages: EngineeringEngineering (R0)

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