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Published in: Progress in Additive Manufacturing 1/2019

14-05-2018 | Full Research Article

Application of response surface methodology to analyze the effect of selective laser sintering parameters on dimensional accuracy

Authors: Sharanjit Singh, Vishal S. Sharma, Anish Sachdeva

Published in: Progress in Additive Manufacturing | Issue 1/2019

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Abstract

This paper investigates the dimensional accuracy of selective laser sintered parts considering the effect of different process parameters, while processing duraform polyamide as the work material. The correlation between different process parameters and dimensional accuracy (performance measures) was established by developing mathematical models. The correlation coefficients (R2 = 0.860288), approximately close to 0.9, showed that the generated models are reliable and effectively predict the response within the domain of the selected process parameters. Analysis of variance was employed to check the adequacy of the developed models and also to determine the significance of the parameters. It was observed that dimensional accuracy increases with the increase in laser power, bed temperature and scan count. Scan spacing is found to be the most significant parameter; dimensional accuracy decreases with the increase in scan spacing. Optimization has been carried out with the use of response surface methodology and a desirable functional approach. Subsequently, the optimized parts were obtained and presented.

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Literature
1.
go back to reference Chua CK, Leong KF, Lim CS (2010) Rapid prototyping: principles and applications, 4thedn. World Scientific, SingaporeCrossRef Chua CK, Leong KF, Lim CS (2010) Rapid prototyping: principles and applications, 4thedn. World Scientific, SingaporeCrossRef
2.
go back to reference Hopkinson N, Hague RJM, Dickens PM (2006) Rapid manufacturing: an industrial revolution for the digital age, Wiley, Hoboken Hopkinson N, Hague RJM, Dickens PM (2006) Rapid manufacturing: an industrial revolution for the digital age, Wiley, Hoboken
3.
go back to reference Singh S, Sharma VS, Sachdeva A (2016) Progress in selective laser sintering using metallic powders: a review. Mater Sci Technol 32:760–772 Singh S, Sharma VS, Sachdeva A (2016) Progress in selective laser sintering using metallic powders: a review. Mater Sci Technol 32:760–772
4.
go back to reference Wang X (1999) Calibration of shrinkage and beam offset in SLS process. Rapid Prototyp J 5(3):129–133CrossRef Wang X (1999) Calibration of shrinkage and beam offset in SLS process. Rapid Prototyp J 5(3):129–133CrossRef
5.
go back to reference Childs THC, Berzins M, Ryder GR, Tontowi A (1999) Selective laser sintering of an amorphous polymer—simulations and experiments. J Eng Manuf 213:333–349CrossRef Childs THC, Berzins M, Ryder GR, Tontowi A (1999) Selective laser sintering of an amorphous polymer—simulations and experiments. J Eng Manuf 213:333–349CrossRef
6.
go back to reference Yang HJ, Hwang PJ, Lee SH (2002) A study on shrinkage compensation of the SLS process by using the Taguchi method. Int J Mach Tools Manuf 42:1203–1212CrossRef Yang HJ, Hwang PJ, Lee SH (2002) A study on shrinkage compensation of the SLS process by using the Taguchi method. Int J Mach Tools Manuf 42:1203–1212CrossRef
7.
go back to reference Wenbin H, Tsui LY, Haiqing G (2005) A study of the staircase effect induced by material shrinkage in rapid prototyping. Rapid Prototyp J 11(2):82–89CrossRef Wenbin H, Tsui LY, Haiqing G (2005) A study of the staircase effect induced by material shrinkage in rapid prototyping. Rapid Prototyp J 11(2):82–89CrossRef
8.
go back to reference Ning Y, Wong YS, Fuh JYH (2005) Effect of control of hatch length on material properties in the direct laser sintering process. J Eng Manuf 219:15–25CrossRef Ning Y, Wong YS, Fuh JYH (2005) Effect of control of hatch length on material properties in the direct laser sintering process. J Eng Manuf 219:15–25CrossRef
9.
go back to reference Raghunath N, Pandey PM (2007) Improving accuracy through shrinkage modelling by using Taguchi method in selective laser sintering. Int J Mach Tools Manuf 47:985–995CrossRef Raghunath N, Pandey PM (2007) Improving accuracy through shrinkage modelling by using Taguchi method in selective laser sintering. Int J Mach Tools Manuf 47:985–995CrossRef
10.
go back to reference Ning Y, Wong YS, Fuh JYH, Loh HT (2006) An approach to minimize build errors in direct metal laser sintering. IEEE Trans Autom Sci Eng 3(1):73–80CrossRef Ning Y, Wong YS, Fuh JYH, Loh HT (2006) An approach to minimize build errors in direct metal laser sintering. IEEE Trans Autom Sci Eng 3(1):73–80CrossRef
11.
go back to reference Singh S, Sharma VS, Sachdeva A (2012) Optimization and analysis of shrinkage in selective laser sintered polyamide parts. Mater Manuf Process 27(6):707–714CrossRef Singh S, Sharma VS, Sachdeva A (2012) Optimization and analysis of shrinkage in selective laser sintered polyamide parts. Mater Manuf Process 27(6):707–714CrossRef
12.
go back to reference Ning Y, Fuh JYH, Wong YS, Loh HT (2004) An intelligent parameter selection system for the direct metallaser sintering process. Int J Prod Res 42(1):183–199CrossRef Ning Y, Fuh JYH, Wong YS, Loh HT (2004) An intelligent parameter selection system for the direct metallaser sintering process. Int J Prod Res 42(1):183–199CrossRef
13.
go back to reference Montgomery DC (2013) Design and analysis of experiments. Wiley, Hoboken Montgomery DC (2013) Design and analysis of experiments. Wiley, Hoboken
14.
go back to reference Yan C, Shi Y, Yang J, Liu J (2010) Investigation into the selective laser sintering of styrene–acrylonitrile copolymer and post processing. Int J Adv Manuf Technol 51(9–12):973–982CrossRef Yan C, Shi Y, Yang J, Liu J (2010) Investigation into the selective laser sintering of styrene–acrylonitrile copolymer and post processing. Int J Adv Manuf Technol 51(9–12):973–982CrossRef
15.
go back to reference Zhu HH, Lu L, Fuh JYH (2006) Study on shrinkage behavior of direct laser sintering metallic powder. Proc Mech Eng Part B J Eng Manuf 220:183–190CrossRef Zhu HH, Lu L, Fuh JYH (2006) Study on shrinkage behavior of direct laser sintering metallic powder. Proc Mech Eng Part B J Eng Manuf 220:183–190CrossRef
16.
go back to reference Singh S, Sachdeva A, Sharma VS (2017) Optimization of selective laser sintering process parameters to achieve the maximum density and hardness in polyamide parts. Prog Addit Manuf 2:19–30CrossRef Singh S, Sachdeva A, Sharma VS (2017) Optimization of selective laser sintering process parameters to achieve the maximum density and hardness in polyamide parts. Prog Addit Manuf 2:19–30CrossRef
17.
go back to reference Chunze Y, Yusheng S, Jingsong Y, Jinhui L (2009) Preparation and selective laser sintering of nylon-12 coated metal powders and post processing. J Mater Process Technol 209:5785–5792CrossRef Chunze Y, Yusheng S, Jingsong Y, Jinhui L (2009) Preparation and selective laser sintering of nylon-12 coated metal powders and post processing. J Mater Process Technol 209:5785–5792CrossRef
18.
go back to reference Oyejola BA, Nwanya JC (2015) Selecting the right central composite design. Int J Stat Appl 5(1):21–30 Oyejola BA, Nwanya JC (2015) Selecting the right central composite design. Int J Stat Appl 5(1):21–30
Metadata
Title
Application of response surface methodology to analyze the effect of selective laser sintering parameters on dimensional accuracy
Authors
Sharanjit Singh
Vishal S. Sharma
Anish Sachdeva
Publication date
14-05-2018
Publisher
Springer International Publishing
Published in
Progress in Additive Manufacturing / Issue 1/2019
Print ISSN: 2363-9512
Electronic ISSN: 2363-9520
DOI
https://doi.org/10.1007/s40964-018-0049-z

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