Statistical modeling and minimization of form error in SLS prototyping

Abstract

Purpose

The purpose of this paper is to report experimental investigations performed to analyze the effect of process parameters on the shape accuracy of selective laser sintered (SLS) parts.

Design/methodology/approach

The effect of process parameters, namely build orientation, laser power, scan speed, cylinder diameter and build chamber temperature has been studied on shape accuracy by using geometric tolerances such as cylindricity and flatness. Central composite design (CCD) is used to plan the experiments and a second order regression model has been developed to predict flatness and cylindricity. The significance of process variables on flatness and cylindricity has been evaluated using analysis of variance technique.

Findings

It is observed that interaction effects are more dominant than individual effects. In case of cylindricity, it is found that the interaction between the scan speed and orientation is the dominant factor next to the orientation and quadratic effect of the geometry. In case of flatness, the interaction between build chamber temperature and scan speed is the dominant factor.

Research limitations/implications

The empirical models presented in this paper work within the range of values used for the experiments and most of these models need to be redeveloped for use with other materials.

Practical implications

The empirical models developed in this work would be useful in deciding the process parameters for parts with improved geometrical tolerances. The optimum parameters identified from the empirical model are found to yield accurate parts with minimum shape error.

Originality/value

The paper establishes the interactions between this build orientation, geometry and process parameters on the shape accuracy of SLS process.

Citation

Senthilkumaran, K., Pandey, P.M. and Rao, P.V.M. (2012), "Statistical modeling and minimization of form error in SLS prototyping", Rapid Prototyping Journal, Vol. 18 No. 1, pp. 38-48. https://doi.org/10.1108/13552541211193485