Skip to main content
Log in

Surface roughness in final turning: Development of an adequate empirical model

  • Published:
Russian Engineering Research Aims and scope

Abstract

A new method is proposed for empirical modeling. In this approach, the empirical model is improved by the introduction of data from theoretical modeling and experiment design. Comparison of the traditional empirical model and the proposed model shows that the latter is characterized by higher precision, over large ranges of the relevant factors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bokov, V.B., First-order response surface modeling of curvilinear relationships, Int. J. Exp. Des. Process Optim., 2010, vol. 1, no. 4, pp. 327–347.

    Article  Google Scholar 

  2. Ryan, T.P., Modern Engineering Statistics, New York: Wiley, 2007.

    Book  MATH  Google Scholar 

  3. Fischer, H.L. and Elrod, J.T., Surface finish as a function of tool geometry and feed: a theoretical approach, Microtechnic, 1971, vol. 25, pp. 175–178.

    Google Scholar 

  4. Groover, M.P., Fundamentals of Modern Manufacturing: Materials, Processes, and Systems, New York: Wiley, 2007.

    Google Scholar 

  5. Bokov, V.B., Creation of empiric model of rough surface after final turning by adequacy criteria, Vestn. Mashinostr., 2016, no. 1, pp. 73–78.

    Google Scholar 

  6. Draper, N.R. and Smith, H., Applied Regression Analysis, New York: Wiley, 1998.

    Book  MATH  Google Scholar 

  7. Searle, S.R., Linear Models, New York: Wiley, 1971.

    MATH  Google Scholar 

  8. NIST/SEMATECH e-Handbook of Statistical Methods, Gaithersburg: Natl. Inst. Stand. Technol., 2012. http://wwwitlnistgov/div898/handbook/pmd/section4/ pmd441htm.

  9. Seber, G.A.F., Linear Regression Analysis, New York: Wiley, 1977.

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to V. B. Bokov.

Additional information

Original Russian Text © V.B. Bokov, 2016, published in Vestnik Mashinostroeniya, 2016, No. 4, pp. 72–76.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bokov, V.B. Surface roughness in final turning: Development of an adequate empirical model. Russ. Engin. Res. 36, 559–564 (2016). https://doi.org/10.3103/S1068798X16070042

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3103/S1068798X16070042

Keywords

Navigation