The application of Taguchi’s method in the experimental investigation of the laser sintering process

The selective laser sintering (SLS) of iron powder has been investigated through a number of experiments statistically planned as per Taguchi L8 design. Seven input parameters, namely, laser peak power density, laser pulse on-time, laser scan speed, stepping distance (distance traveled between pulses), interval–spot ratio (ratio of laser scan line interval and laser spot diameter), size range of iron powder particles, and powder layer thickness, were selected for the investigation. Density, porosity, and hardness were considered for the characterization of the sintered samples. Analysis of the results show that these properties are significantly affected by these factors. A discussion on the probable physical phenomena contributing to such dependence and an attempt towards the optimization of the process have also been included.

[1]  Y. Song,et al.  Experimental Study of the Basic Process Mechanism for Direct Selective Laser Sintering of Low-Melting Metallic Powder , 1997 .

[2]  David L. Bourell,et al.  Selective laser sintering of metals and ceramics , 1992 .

[3]  C.S.P. Rao,et al.  Determination of optimum process parameters using Taguchi's approach to improve the quality of SLS parts , 2006 .

[4]  Abdolreza Simchi,et al.  Direct laser sintering of metal powders: Mechanism, kinetics and microstructural features , 2006 .

[5]  L. Froyen,et al.  Selective laser melting of iron-based powder , 2004 .

[6]  Yifu Shen,et al.  Effects of dispersion technique and component ratio on densification and microstructure of multi-component Cu-based metal powder in direct laser sintering , 2007 .

[7]  Paolo Mazzoldi,et al.  Laser surface treatment of metals , 1986 .

[8]  T. R. Bement,et al.  Taguchi techniques for quality engineering , 1995 .

[9]  Y. Kathuria,et al.  Metal rapid prototyping via a laser generating/selective sintering process , 2000 .

[10]  K. H. Low,et al.  Characterization of microfeatures in selective laser sintered drug delivery devices , 2002, Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine.

[11]  C K Chua,et al.  Characterization of a poly-epsilon-caprolactone polymeric drug delivery device built by selective laser sintering. , 2007, Bio-medical materials and engineering.

[12]  I. Chang,et al.  Selective laser sintering of gas and water atomized high speed steel powders , 1999 .

[13]  Chee Kai Chua,et al.  Improved biocomposite development of poly(vinyl alcohol) and hydroxyapatite for tissue engineering scaffold fabrication using selective laser sintering , 2008, Journal of materials science. Materials in medicine.

[14]  F. Lenel,et al.  Powder Metallurgy: Principles and Applications , 1980 .

[15]  John Stufken,et al.  Taguchi Methods: A Hands-On Approach , 1992 .

[16]  A. Roy Choudhury,et al.  Direct selective laser sintering of iron-graphite powder mixture , 2003 .

[17]  Chee Kai Chua,et al.  Building Porous Biopolymeric Microstructures for Controlled Drug Delivery Devices Using Selective Laser Sintering , 2006 .

[18]  F. E. Wiria,et al.  Poly-ε-caprolactone/hydroxyapatite for tissue engineering scaffold fabrication via selective laser sintering , 2007 .

[19]  C K Chua,et al.  Development of tissue scaffolds using selective laser sintering of polyvinyl alcohol/hydroxyapatite biocomposite for craniofacial and joint defects , 2004, Journal of materials science. Materials in medicine.

[20]  Ian Gibson,et al.  Effects of graphite powder on the laser sintering behaviour of polycarbonate , 2002 .

[21]  Duc Truong Pham,et al.  The RapidTool process: Technical capabilities and applications , 2000 .

[22]  Seok-Hee Lee,et al.  A study on shrinkage compensation of the SLS process by using the Taguchi method , 2002 .

[23]  Chee Kai Chua,et al.  Development of a 95/5 poly(L-lactide-co-glycolide)/hydroxylapatite and beta-tricalcium phosphate scaffold as bone replacement material via selective laser sintering. , 2008, Journal of biomedical materials research. Part B, Applied biomaterials.

[24]  David Miller,et al.  Variable beam size SLS workstation and enhanced SLS model , 1997 .

[25]  Jean-Pierre Kruth,et al.  Direct Selective Laser Sintering of Hard Metal Powders: Experimental Study and Simulation , 2002 .

[26]  Sanjay Kumar,et al.  An experimental design approach to selective laser sintering of low carbon steel , 2003 .

[27]  Jerry Y. H. Fuh,et al.  The influence of powder apparent density on the density in direct laser-sintered metallic parts , 2007 .

[28]  Nancy E. Ryan Taguchi methods and QFD : hows and whys for management : a special collection of papers and essays on today's quality issues and new quality technologies , 1988 .

[29]  Yu. V. Khlopkov,et al.  Absorptance of powder materials suitable for laser sintering , 2000 .

[30]  Yifu Shen,et al.  WC–Co particulate reinforcing Cu matrix composites produced by direct laser sintering , 2006 .

[31]  K. Osakada,et al.  The manufacturing of hard tools from metallic powders by selective laser melting , 2001 .

[32]  J. Kruth,et al.  Powder deposition in selective metal powder sintering , 1995 .

[33]  H. Riedel,et al.  Quasi-equilibrium sintering for coupled grain-boundary and surface diffusion , 1995 .

[34]  David L. Bourell,et al.  Direct laser fabrication of superalloy cermet abrasive turbine blade tips , 2000 .

[35]  C K Chua,et al.  Fabrication and characterization of three-dimensional poly(ether-ether-ketone)/-hydroxyapatite biocomposite scaffolds using laser sintering , 2005, Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine.

[36]  T. Childs,et al.  Laser sintering (SLS) of hard metal powders for abrasion resistant coatings , 2004 .

[37]  Abdolreza Simchi,et al.  Effects of laser sintering processing parameters on the microstructure and densification of iron powder , 2003 .

[38]  Y. Kathuria Microstructuring by selective laser sintering of metallic powder , 1999 .

[39]  Jean-Pierre Kruth,et al.  Selective laser sintering of hard metal powders , 1998 .

[40]  C. Sutcliffe,et al.  Investigation on Multi-Layer Direct Metal Laser Sintering of 316L Stainless Steel Powder Beds , 1999 .

[41]  William G. Cochran,et al.  Experimental designs, 2nd ed. , 1957 .

[42]  Jean-Pierre Kruth,et al.  Study of Laser-Sinterability of Iron-based Powder Mixture , 2004 .

[43]  Jean-Pierre Kruth,et al.  Statistical Analysis of Experimental Parameters in Selective Laser Sintering , 2005 .

[44]  William G. Cochran,et al.  Experimental Designs, 2nd Edition , 1950 .

[45]  Jean-Pierre Kruth,et al.  Effect of bronze infiltration into laser sintered metallic parts , 2007 .

[46]  Carl Deckard,et al.  Advances in modeling the effects of selected parameters on the SLS process , 1998 .

[47]  N. Boudeau,et al.  Homogeneity aspects in selective laser sintering (SLS) , 2006 .

[48]  Abdolreza Simchi,et al.  On the development of direct metal laser sintering for rapid tooling , 2003 .

[49]  Chee Kai Chua,et al.  Fabrication of customised scaffolds using computer‐aided design and rapid prototyping techniques , 2005 .

[50]  K. Leong,et al.  Scaffold development using selective laser sintering of polyetheretherketone-hydroxyapatite biocomposite blends. , 2003, Biomaterials.

[51]  Jerry Y. H. Fuh,et al.  Development and characterisation of direct laser sintering Cu-based metal powder , 2003 .

[52]  Sanjay Kumar Selective laser sintering: A qualitative and objective approach , 2003 .

[53]  W. Steen Laser Material Processing , 1991 .