IDEAS home Printed from https://ideas.repec.org/a/igg/jmmme0/v2y2012i4p12-31.html
   My bibliography  Save this article

Multivariate Optimization of the Cutting Parameters when Turning Slender Components

Author

Listed:
  • A.R. Silva Filho

    (Department of Mechanical Engineering, Universidade Federal de Minas Gerais, Minas Gerais, Brazil)

  • A.M. Abrão

    (Department of Mechanical Engineering, Universidade Federal de Minas Gerais, Minas Gerais, Brazil)

  • A.P. Paiva

    (Institute of Production Engineering, Universidade Federal de Itajubá, Minas Gerais, Brazil)

  • J.R. Ferreira

    (Institute of Production Engineering, Universidade Federal de Itajubá, Minas Gerais, Brazil)

Abstract

The geometric features of the work piece and the cutting parameters considerably affect the quality of a finished part subjected to any machining operation owing to the imposed elastic and plastic deformations, especially when slender components are produced. This work is focused on the influence of the work piece slenderness ratio and cutting parameters on the quality of the machined part, assessed in terms of surface roughness and both geometric (run-out) and dimensional (diameter) deviations. Turning tests with coated tungsten carbide tools were performed using AISI 1045 medium carbon steel as work material. Differently from the published literature, a statistical analysis based on the multivariate one-way analysis of variance (MANOVA) was applied to the data obtained using a Box-Behnken experimental design. In order to identify the combination of parameters (slenderness ratio, cutting speed, feed rate and depth of cut) levels which simultaneously optimize the responses of interest (surface roughness, run-out and diameter deviation), a multivariate optimization method based on principal component analysis (PCA) and generalized reduced gradient (GRG) was employed.

Suggested Citation

  • A.R. Silva Filho & A.M. Abrão & A.P. Paiva & J.R. Ferreira, 2012. "Multivariate Optimization of the Cutting Parameters when Turning Slender Components," International Journal of Manufacturing, Materials, and Mechanical Engineering (IJMMME), IGI Global, vol. 2(4), pages 12-31, October.
    • Handle: RePEc:igg:jmmme0:v:2:y:2012:i:4:p:12-31
    as

    Download full text from publisher

    File URL: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijmmme.2012100102
    Download Restriction: no
    ---><---

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:igg:jmmme0:v:2:y:2012:i:4:p:12-31. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journal Editor (email available below). General contact details of provider: https://www.igi-global.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.