Summary
The paper presents a study of tool-life testing combining response surface methodology with Monte Carlo random strategy so as to obtain improved predictions with a 95% confidence level for the life of a tool used in machining operations. The analysis is based on a second-order model in which the tool-life is expressed as a function of the three not entirely independent variables, namely, speed, feed and depth-of-cut. The results and the reliability of the new model are discussed and compared with results obtained using the surface response methodology approach only.
Preview
Unable to display preview. Download preview PDF.
References
S. M. Wu. Tool-life testing by response surface methodology — Part 1. Journal of Engineering for Industry, May 1964.
S. M. Wu. Tool-life testing by response surface methodology — Part 2. Journal of Engineering for Industry, May 1964.
R. Vilenchich and R. Venter. An analytical method applicable to the determination of individual concentrations of components, resulting from gamma induced iodination of methane. Canadian Journal of Chemical Engineering, Vol. 48; 584–587, October 1970.
N. L. Johnson and F. C. Leone, Statistics and experimental design in engineering and physics. John Wiley & Sons 1964.
E. H. Bowman and R. B. Fetter. Analysis for production and operations management. Richard D. Irwin, Inc. 1967.
An evaluation of the present understanding of metal cutting. Battelle Memorial Institute, August 1958.
R. T. Leslie and G. Lorenz. Comparison of multiple regression in machining experiments. Advances in Machine Tool Design and Research, vol. 8, Pergamon Press Ltd., 1967.
J. Taylor. Carbide cutting tool variance and breakage: unknown factors in machining economics. Advances in Machine Tool Design and Research, vol. 8, Pergamon Press Ltd., 1967.
P. Zachar. Applications of Computer Techniques to engineering problems. McMaster University, M.Eng. Thesis, 1972.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Copyright information
© 1973 Macmillan Publishers Limited
About this chapter
Cite this chapter
Vilenchich, R., Strobele, K., Venter, R. (1973). Tool-Life Testing by Response Surface Methodology Coupled with a Random Strategy Approach. In: Tobias, S.A., Koenigsberger, F. (eds) Proceedings of the Thirteenth International Machine Tool Design and Research Conference. Palgrave, London. https://doi.org/10.1007/978-1-349-01857-4_39
Download citation
DOI: https://doi.org/10.1007/978-1-349-01857-4_39
Publisher Name: Palgrave, London
Print ISBN: 978-1-349-01859-8
Online ISBN: 978-1-349-01857-4
eBook Packages: EngineeringEngineering (R0)