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Published in: Lasers in Manufacturing and Materials Processing 1/2021

25-02-2021

Investigating Shrinkage: CAD, Thermal and Volumetric for Selective Laser Sintering of Polyamide Parts

Authors: Vishal Sharma, Ramesh Chand, Vishal S Sharma, Anish Sachdeva, Sharanjit Singh

Published in: Lasers in Manufacturing and Materials Processing | Issue 1/2021

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Abstract

Selective laser sintering (SLS) is an additive manufacturing (AM) process, which is widely used for fabrication of end used products, directly from computer aided design (CAD) data. SLS process is usually used in different areas such as biomedical, automobile and aerospace industries. The major advantage of this process is that the designer can visualize and test the specimens before the full scale production of parts. Therefore, to achieve a good dimensional accuracy in order to fulfill the demands of these fields is a key parameter. Dimensional accuracy of SLS process is mainly influenced by geometry, process parameters and materials. It can only be enhanced by controlling the shrinkage of parts. Therefore, this work is carried out to analyze the effect of crucial contributing factors (i.e, laser power, bed temperature, layer thickness, scan spacing and orientation) for the shrinkage (CAD, thermal and volumetric) of duraform polyamide specimens. Face centered central composite (CCD) design is used for the collection of data. Response surface methodology (RSM) is used to monitor the effects as well as interactions of selected parameters, and for the development of regression models. Multi-response optimization of shrinkage along with composite desirability is employed for different optimized selected SLS parameters. It has been found that the laser power 41 W, bed temperature 170 °C, layer thickness 0.09 mm, scan spacing 0.15 mm and orientation 85.68 degree is a most significant optimized range of these parameters to improve the overall shrinkage measures of parts.

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Literature
1.
go back to reference Chua, C.K., Leong, K.F., Lim, C.S.: Rapid prototyping: principles and applications. 3rd Ed., World Scientific; Singapore (2010) Chua, C.K., Leong, K.F., Lim, C.S.: Rapid prototyping: principles and applications. 3rd Ed., World Scientific; Singapore (2010)
2.
go back to reference Klocke, F., Arntz, K., Teli, M., Winands, K., Wegener, M., Oliari, S.: State-of-the-art laser additive manufacturing for hot work tool steels. Procedia CIRP. 63, 58–63 (2017)CrossRef Klocke, F., Arntz, K., Teli, M., Winands, K., Wegener, M., Oliari, S.: State-of-the-art laser additive manufacturing for hot work tool steels. Procedia CIRP. 63, 58–63 (2017)CrossRef
3.
go back to reference Shah, K., Pinkerton, A.J., Salman, A., Li, L.: Effects of melt pool variables and process parameters in laser direct metal deposition of aerospace alloys. Mater Manuf Process. 25(12), 1372–1380 (2010)CrossRef Shah, K., Pinkerton, A.J., Salman, A., Li, L.: Effects of melt pool variables and process parameters in laser direct metal deposition of aerospace alloys. Mater Manuf Process. 25(12), 1372–1380 (2010)CrossRef
4.
go back to reference Singh, S., Sharma, V.S., Sachdeva, A.: Optimization & analysis of shrinkage in selective laser sintered polyamide parts. Mater Manuf Process. 27(6), 707–714 (2012)CrossRef Singh, S., Sharma, V.S., Sachdeva, A.: Optimization & analysis of shrinkage in selective laser sintered polyamide parts. Mater Manuf Process. 27(6), 707–714 (2012)CrossRef
5.
go back to reference Singh, S., Sharma, V.S., Sachdeva, A.: Progress in selective laser sintering using metallic powders: a review. Mater Sci Technol. 32(8), 760–772 (2016) Singh, S., Sharma, V.S., Sachdeva, A.: Progress in selective laser sintering using metallic powders: a review. Mater Sci Technol. 32(8), 760–772 (2016)
6.
go back to reference Manoraj, M., Ansari, M.N.M., Shakes, R.A.: Review on the effects of process parameters on strength, shrinkage, and warpage of injection molding plastic component. Polym Plast Technol Eng. 56, 1–12 (2017)CrossRef Manoraj, M., Ansari, M.N.M., Shakes, R.A.: Review on the effects of process parameters on strength, shrinkage, and warpage of injection molding plastic component. Polym Plast Technol Eng. 56, 1–12 (2017)CrossRef
7.
go back to reference Avraam, I.: Injection and compression molding fundamentals. Marcel Dekker Inc, New York (1987) Avraam, I.: Injection and compression molding fundamentals. Marcel Dekker Inc, New York (1987)
8.
go back to reference Aldahdooh, M., Bunnori, N.M., Johari, M.: Evaluation of ultra-high performance fibre reinforced concrete binder content using the response surface method. Mater Des. 52, 957–965 (2013)CrossRef Aldahdooh, M., Bunnori, N.M., Johari, M.: Evaluation of ultra-high performance fibre reinforced concrete binder content using the response surface method. Mater Des. 52, 957–965 (2013)CrossRef
9.
go back to reference Wang, X.: Calibration of shrinkage and beam offset in SLS. Rapid Prototyp J. 5(3), 129–133 (1999)CrossRef Wang, X.: Calibration of shrinkage and beam offset in SLS. Rapid Prototyp J. 5(3), 129–133 (1999)CrossRef
10.
go back to reference Kumar, N., Kumar, H., Khurmi, J.S.: Experimental investigation of process parameters for rapid prototyping technique (selective laser sintering) to enhance the part quality of prototype by Taguchi method. Procedia Technol. 23, 352–360 (2016)CrossRef Kumar, N., Kumar, H., Khurmi, J.S.: Experimental investigation of process parameters for rapid prototyping technique (selective laser sintering) to enhance the part quality of prototype by Taguchi method. Procedia Technol. 23, 352–360 (2016)CrossRef
11.
go back to reference Wang, R.J., Wang, L., Zhao, L., Liu, Z., Influence of process parameters on part shrinkage in SLS: Int. J. Adv. Manuf. Technol. 33, 498–504 (2006)CrossRef Wang, R.J., Wang, L., Zhao, L., Liu, Z., Influence of process parameters on part shrinkage in SLS: Int. J. Adv. Manuf. Technol. 33, 498–504 (2006)CrossRef
12.
go back to reference Wu, J., Xu, X., Zhao, Z., Wang, M., Zhang, J.: Study in performance and morphology of polyamide 12 produced by selective laser sintering technology. Rapid. Prototyp. J. 1355–2546 (2017) Wu, J., Xu, X., Zhao, Z., Wang, M., Zhang, J.: Study in performance and morphology of polyamide 12 produced by selective laser sintering technology. Rapid. Prototyp. J. 1355–2546 (2017)
13.
go back to reference Raghunath, N., Pandey, P.M.: Improving accuracy through shrinkage modelling by using Taguchi method in selective laser sintering. Int J Mach Tools Manuf. 47(6), 985–995 (2007)CrossRef Raghunath, N., Pandey, P.M.: Improving accuracy through shrinkage modelling by using Taguchi method in selective laser sintering. Int J Mach Tools Manuf. 47(6), 985–995 (2007)CrossRef
14.
go back to reference Dastjerdi, A.A., Movahhedy, M.R., Akbari, J.: Optimization of process parameters for reducing warpage in selected laser sintering of polymer parts. Addit Manuf. 18, 285–294 (2017) Dastjerdi, A.A., Movahhedy, M.R., Akbari, J.: Optimization of process parameters for reducing warpage in selected laser sintering of polymer parts. Addit Manuf. 18, 285–294 (2017)
15.
go back to reference Baturynska, I.: Statistical analysis of dimensional accuracy in additive manufacturing considering STL model properties. Int J Adv Manuf Technol. 97(5–8), 2835–2849 (2018)CrossRef Baturynska, I.: Statistical analysis of dimensional accuracy in additive manufacturing considering STL model properties. Int J Adv Manuf Technol. 97(5–8), 2835–2849 (2018)CrossRef
16.
go back to reference Jiang, G., Jiaming, B., Kui, L., Jun, W.: Surface quality improvement of selective laser sintered polyamide 12 by precision grinding and magnetic field-assisted finishing. Mater Des. 138, 39–45 (2017) Jiang, G., Jiaming, B., Kui, L., Jun, W.: Surface quality improvement of selective laser sintered polyamide 12 by precision grinding and magnetic field-assisted finishing. Mater Des. 138, 39–45 (2017)
17.
go back to reference Jain, P.K., Pandey, P.M., Rao, P.V.M.: Effect of delay time on part strength in selective laser sintering. Int J Adv Manuf Technol. 43(1-2), 117–126 (2009)CrossRef Jain, P.K., Pandey, P.M., Rao, P.V.M.: Effect of delay time on part strength in selective laser sintering. Int J Adv Manuf Technol. 43(1-2), 117–126 (2009)CrossRef
18.
go back to reference Yeganeh, A.M., Movahhedy, M.R., Khodaygan, S.: An efficient scanning algorithm for improving accuracy based on minimizing part warping in selected laser sintering process. Virtual Phys Prototyp. 14(1), 59–78 (2019)CrossRef Yeganeh, A.M., Movahhedy, M.R., Khodaygan, S.: An efficient scanning algorithm for improving accuracy based on minimizing part warping in selected laser sintering process. Virtual Phys Prototyp. 14(1), 59–78 (2019)CrossRef
19.
go back to reference Negi, S., Sharma, R.K.: Study on shrinkage behavior of laser sintered PA 3200GF specimens using RSM and ANN. Rapid Prototyp J. 22(4), 645–659 (2016)CrossRef Negi, S., Sharma, R.K.: Study on shrinkage behavior of laser sintered PA 3200GF specimens using RSM and ANN. Rapid Prototyp J. 22(4), 645–659 (2016)CrossRef
20.
go back to reference Singh, S., Sharma, V.S., Sachdeva, A.: Application of response surface methodology to analyze the effect of selective laser sintering parameters on dimensional accuracy. P. Addit. Manuf. 4(1), 3–12 (2019)CrossRef Singh, S., Sharma, V.S., Sachdeva, A.: Application of response surface methodology to analyze the effect of selective laser sintering parameters on dimensional accuracy. P. Addit. Manuf. 4(1), 3–12 (2019)CrossRef
21.
go back to reference Yang, H.J., Hwang, P.J., Lee, S.H.: A study on shrinkage compensation of the SLS process by using the Taguchi method. Int J Mach Tools Manuf. 42(11), 1203–1212 (2002)CrossRef Yang, H.J., Hwang, P.J., Lee, S.H.: A study on shrinkage compensation of the SLS process by using the Taguchi method. Int J Mach Tools Manuf. 42(11), 1203–1212 (2002)CrossRef
22.
go back to reference Hiren, M., Gajera, M.E., Dav, K.G., Jani, V.: Experimental investigation and analysis of dimensional accuracy of laser-based powder bed fusion made specimen by application of response surface methodology. P Addit Manuf. 4(4), 371–382 (2019)CrossRef Hiren, M., Gajera, M.E., Dav, K.G., Jani, V.: Experimental investigation and analysis of dimensional accuracy of laser-based powder bed fusion made specimen by application of response surface methodology. P Addit Manuf. 4(4), 371–382 (2019)CrossRef
23.
go back to reference Senthilkumaran, K., Pandey, P.M., Rao, P.V.M.: Influence of building strategies on the accuracy of parts in selective laser sintering. Mater Des. 30(8), 2946–2954 (2009)CrossRef Senthilkumaran, K., Pandey, P.M., Rao, P.V.M.: Influence of building strategies on the accuracy of parts in selective laser sintering. Mater Des. 30(8), 2946–2954 (2009)CrossRef
24.
go back to reference Rong-Ji, W., Xin-hua, L., Qing-ding, W., Lingling, W.: Optimizing process parameters for selective laser sintering based on neural network and genetic algorithm. Int J Adv Manuf Technol. 42(11), 1035–1042 (2009)CrossRef Rong-Ji, W., Xin-hua, L., Qing-ding, W., Lingling, W.: Optimizing process parameters for selective laser sintering based on neural network and genetic algorithm. Int J Adv Manuf Technol. 42(11), 1035–1042 (2009)CrossRef
25.
go back to reference Asiabanpour, B., Palmer, K., Khoshnevis, B.: An experimental study of surface quality and dimensional accuracy for selective inhibition of sintering. Rapid Prototyp J. 10(3), 181–192 (2004)CrossRef Asiabanpour, B., Palmer, K., Khoshnevis, B.: An experimental study of surface quality and dimensional accuracy for selective inhibition of sintering. Rapid Prototyp J. 10(3), 181–192 (2004)CrossRef
26.
go back to reference Ning, Y., Song, Y.S., Fuh, J.Y.H.: Effect and control of hatch length on material properties in the direct metal laser sintering process. J Eng Manuf. 219(1), 15–25 (2005)CrossRef Ning, Y., Song, Y.S., Fuh, J.Y.H.: Effect and control of hatch length on material properties in the direct metal laser sintering process. J Eng Manuf. 219(1), 15–25 (2005)CrossRef
27.
go back to reference Shi, Y., Li, Z., Sun, H., Huang, S., Zeng, F.: Effect of the properties of the polymer materials on the quality of selective laser sintering parts. J Mater Des A. 218(3), 247–252 (2004) Shi, Y., Li, Z., Sun, H., Huang, S., Zeng, F.: Effect of the properties of the polymer materials on the quality of selective laser sintering parts. J Mater Des A. 218(3), 247–252 (2004)
28.
go back to reference Calignano, F., Manfredi, D., Ambrosio, E.P., Iuliano, L., Fino, P.: Influence of process parameters on surface roughness of aluminum parts produced by DMLS. Int. J. Adv. Manuf. Technol. 67(9–12), 2743–2751 (2012) Calignano, F., Manfredi, D., Ambrosio, E.P., Iuliano, L., Fino, P.: Influence of process parameters on surface roughness of aluminum parts produced by DMLS. Int. J. Adv. Manuf. Technol. 67(9–12), 2743–2751 (2012)
29.
go back to reference Dotchev, K., Yusoff, W.: Recycling of polyamide 12 based powders in the laser sintering process. Rapid Prototyp J. 15(3), 192–203 (2009)CrossRef Dotchev, K., Yusoff, W.: Recycling of polyamide 12 based powders in the laser sintering process. Rapid Prototyp J. 15(3), 192–203 (2009)CrossRef
30.
go back to reference Dotchev, K., Yusoff, W.: Recycling of polyamide 12 based powders in the laser sintering process. Rapid Prototyp J. 15(3), 192–203 (2009)CrossRef Dotchev, K., Yusoff, W.: Recycling of polyamide 12 based powders in the laser sintering process. Rapid Prototyp J. 15(3), 192–203 (2009)CrossRef
31.
go back to reference Chunze, Y., Yusheng, S., Jingsong, Y., Jinhui, L.: Preparation and selective laser sintering of nylon-12 coated metal powders and post processing. J Mater Process Tech. 209, 5785–5792 (2009)CrossRef Chunze, Y., Yusheng, S., Jingsong, Y., Jinhui, L.: Preparation and selective laser sintering of nylon-12 coated metal powders and post processing. J Mater Process Tech. 209, 5785–5792 (2009)CrossRef
32.
go back to reference Cezairliyan, A., Maglic, K.D., Peletsky, V.E.: (eds.) Compendium of thermophysical property measurement methods. Springer Science Business Media New York. (1992) Cezairliyan, A., Maglic, K.D., Peletsky, V.E.: (eds.) Compendium of thermophysical property measurement methods. Springer Science Business Media New York. (1992)
33.
go back to reference Mukras, S.M.S., Omar, H.M., Al-Mufadi, F.A.: Experimental-based multi-objective optimization of injection molding process parameters. Arab J Sci Eng. 44(9), 7653–7665 (2019)CrossRef Mukras, S.M.S., Omar, H.M., Al-Mufadi, F.A.: Experimental-based multi-objective optimization of injection molding process parameters. Arab J Sci Eng. 44(9), 7653–7665 (2019)CrossRef
34.
go back to reference Sharma, V.S., Singh, S., Sachdeva, A., Kumar, P.: Influence of sintering parameters on dynamic mechanical properties of selective laser sintered parts. Int J Mater Form. 8, 157–166 (2015)CrossRef Sharma, V.S., Singh, S., Sachdeva, A., Kumar, P.: Influence of sintering parameters on dynamic mechanical properties of selective laser sintered parts. Int J Mater Form. 8, 157–166 (2015)CrossRef
35.
go back to reference Montgomery, D.C.: Design and analysis of experiments. Wiley, Hoboken (2013) Montgomery, D.C.: Design and analysis of experiments. Wiley, Hoboken (2013)
36.
go back to reference Myers, R.H., Montgomery, D.C., Anderson, C.M.: Response surface methodology: process and product optimization using designed experiments, 3rd edn. John Wiley & Sons, New York (2008)MATH Myers, R.H., Montgomery, D.C., Anderson, C.M.: Response surface methodology: process and product optimization using designed experiments, 3rd edn. John Wiley & Sons, New York (2008)MATH
Metadata
Title
Investigating Shrinkage: CAD, Thermal and Volumetric for Selective Laser Sintering of Polyamide Parts
Authors
Vishal Sharma
Ramesh Chand
Vishal S Sharma
Anish Sachdeva
Sharanjit Singh
Publication date
25-02-2021
Publisher
Springer US
Published in
Lasers in Manufacturing and Materials Processing / Issue 1/2021
Print ISSN: 2196-7229
Electronic ISSN: 2196-7237
DOI
https://doi.org/10.1007/s40516-020-00136-w

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