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Arabian Journal for Science and Engineering

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24-04-2021 | Review-Mechanical Engineering

Review on Surface Quality Improvement of Additively Manufactured Metals by Laser Polishing

Authors: Tolgahan Ermergen, Fatih Taylan

Published in: Arabian Journal for Science and Engineering | Issue 8/2021

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Abstract

Additive manufacturing enables the manufacturing of parts with complex geometries that are not easy to be manufactured by conventional methods such as machining or forging. Despite their numerous advantages, additive manufacturing methods have some drawbacks, such as poor surface quality as a primary concern. Parts with high surface roughness tend to show poor fatigue resistance; thus, they cannot be reliable under dynamic load conditions. Therefore, additively manufactured parts should be subjected to additional surface finish operations to improve surface quality and eliminate the negative effects of surface roughness. In this review, one of the most popular methods among modern surface finish processes, known as laser polishing, has been discussed. Process parameters, changes in processed part morphology, and applications along with the advantages and limitations of the method have also been explained to have a good understanding of the importance of this promising method.

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Grimm, T.; Wiora, G.; Witt, G.: Characterization of typical surface effects in additive manufacturing with confocal microscopy. Surf. Topogr. Metrol. Prop. (2015). https://doi.org/10.1088/2051-672X/3/1/014001CrossRef

Yasa, E.; Kruth, J.P.; Deckers, J.: Manufacturing by combining selective laser melting and selective laser erosion/laser re-melting. CIRP Ann. 60(1), 263–266 (2011). https://doi.org/10.1016/j.cirp.2011.03.063CrossRef

Brooks H.; Rennie A.; Abram T.: Variable fused deposition modelling—analysis of benefits, concept design and tool path generation. In: Innovative Developments in Virtual and Physical Prototyping, pp. 511–517 (2011). https://doi.org/10.1201/b11341-83

Gu, D.; Shen, Y.: Balling phenomena in direct laser sintering of stainless steel powder: metallurgical mechanisms and control methods. Mater. Des. 30(8), 2903–2910 (2009). https://doi.org/10.1016/j.matdes.2009.01.013CrossRef

Melchels, P.W.; Domingos, A.N.; Klein, T.J.; Malda, J.; Bartolo, B.J.; Hutmacher, D.W.: Additive manufacturing of tissues and organs. Prog. Polym. Sci. 37, 1079–1104 (2012). https://doi.org/10.1016/j.progpolymsci.2011.11.007CrossRef

Zadpoor, A.A.; Malda, J.: Additive manufacturing of biomaterials, tissues, and organs. Ann. Biomed. Eng. 45(1), 1–11 (2017). https://doi.org/10.1007/s10439-016-1719-yCrossRef

Gora, W.S.; Tian, Y.; Cabo, A.B.; Ardro, M.; Maier, R.R.J.; Prangnell, P.; Weston, N.J.; Hand, D.P.: Enchancing surface finish of additively manufactured titanium and cobalt chrome elements user laser based finishing. Phys. Procedia (2016). https://doi.org/10.1016/j.phpro.2016.08.021CrossRef

Ippolito, R.; Iuliano, L.; Gatto, A.: Benchmarking of rapid prototyping techniques in terms of dimensional accuracy and surface finish. CIRP Ann. Manuf. Technol. 44, 157–160 (1995). https://doi.org/10.1016/S0007-8506(07)62296-3CrossRef

Abuaf, N.; Bunker, R.S.; Lee, C.P.: Effects of surface roughness on heat transfer and aerodynamic performance of turbine airfoils. J. Turbomach. 120(3), 522 (1998). https://doi.org/10.1115/1.2841749CrossRef

10.

Mohammadian, N.; Turenne, S.; Brailovski, V.: Surface finish control of additively-manufactured Inconel 625 components using combined chemical-abrasive flow polishing. J. Mater. Process. Technol. 252, 728–738 (2018). https://doi.org/10.1016/j.jmatprotec.2017.10.020CrossRef

11.

Ma, C.; Andani, M.T.; Qin, H.; Moghaddam, N.S.; Ibrahim, H.; Jahadakbar, A.; Ye, C.: Improving surface finish and wear resistance of additive manufactured nickel-titanium by ultrasonic nano-crystal surface modification. J. Mater. Process. Technol. 249, 433–440 (2017). https://doi.org/10.1016/j.jmatprotec.2017.06.038CrossRef

12.

Ma, C.; Dong, Y.; Ye, C.: Improving surface finish of 3D-printed metals by ultrasonic nanocrystal surface modification. Procedia CIRP 45, 319–322 (2016). https://doi.org/10.1016/j.procir.2016.02.339CrossRef

13.

Chryssolouris, G.; Anifantis, N.; Karagiannis, S.: Laser assisted machining: an overview. J. Manuf. Sci. Eng. 119(4B), 766 (1997). https://doi.org/10.1115/1.2836822CrossRef

14.

Ikesue, A.; Aung, Y.L.: Ceramic laser materials. Nat. Photonics 2(12), 721–727 (2008). https://doi.org/10.1038/nphoton.2008.243CrossRef

15.

Krishnan, A.; Fang, F.: Review on mechanism and process of surface polishing using lasers. Front. Mech. Eng. 14(3), 299–319 (2019). https://doi.org/10.1007/s11465-019-0535-0CrossRef

16.

Temmler, A.; Willenborg, E.; Wissenbach, K.: Design surfaces by laser remelting. Phys. Procedia 12, 419–430 (2011). https://doi.org/10.1016/j.phpro.2011.03.053CrossRef

17.

Ma, C.P.; Guan, Y.C.; Zhou, W.: Laser polishing of additively manufactured Ti alloys. Opt. Lasers Eng. 93, 171–177 (2017). https://doi.org/10.1016/j.optlaseng.2017.02.005CrossRef

18.

Zhihao, F.; Libin, L.; Longfei, C.; Yingchun, G.: Laser polishing of additive manufactured superalloy. Procedia CIRP 71, 150–154 (2018). https://doi.org/10.1016/j.procir.2018.05.088CrossRef

19.

Zifa, X.; Wentai, O.; Yufan, L.; Junke, J.; Yuezhuan, L.; Wenwu, Z.: Effects of laser polishing on surface morphology and mechanical properties of additive manufactured TiAl components. J. Manuf. Process. 65, 51–59 (2021). https://doi.org/10.1016/j.jmapro.2021.03.014CrossRef

20.

Morgan, R.H.; Papworth, A.J.; Sutcliffe, C.; Fox, P.; O’neill, W.: High density net shape components by direct laser re-melting of single-phase powders. J. Mater. Sci. 37, 3093–3100 (2002). https://doi.org/10.1023/A:1016185606642CrossRef

21.

Kumstel, J.; Kirsch, B.: Polishing titanium- and nickel-based alloys using Cw-laser radiation. Phys. Procedia 41, 362–371 (2013). https://doi.org/10.1016/j.phpro.2013.03.089CrossRef

22.

Kumar, A.; Saha, S.; Kumar, C.S.; Nath, A.T.: Laser surface re-melting of additive manufactured samples with a line focused beam. Mater. Today Proc. (2020). https://doi.org/10.1016/j.matpr.2020.02.245CrossRef

23.

Bures, M.; Zetek, M.: Application of laser surface polishing on additive manufactured parts of Inconel 718 Nickel-based superalloy. MM Sci. J. (2020). https://doi.org/10.17973/MMSJ.2020_03_2019141CrossRef

24.

Yung, K.C.; Zhang, S.S.; Duan, L.; Chow, H.S.; Cai, Z.X.: Laser polishing of additive manufactured tool steel components using pulsed or continuous-wave lasers. Int. J. Adv. Manuf. Technol. 105, 425–440 (2019). https://doi.org/10.1007/s00170-019-04205-zCrossRef

25.

Marimuthu, S.; Triantaphyllou, A.; Antar, M.; Wimpenny, D.; Morton, H.; Beard, M.: Laser polishing of selective laser melted components. Int. J. Mach. Tools Manuf 95, 97–104 (2015). https://doi.org/10.1016/j.ijmachtools.2015.05.002CrossRef

26.

Rosa, B.; Mognol, P.; Hascoët, J.: Laser polishing of additive laser manufacturing surfaces. J. Laser Appl. 27, 280–284 (2015). https://doi.org/10.2351/1.4906385CrossRef

27.

Ukar, E.; Lamikiz, A.; Lopez De Lacalle, L.N.: Laser polishing parameter optimisation on selective laser sintered parts. Int. J. Mach. Machinabil. Mater. 8(3/4), 417–432 (2010). https://doi.org/10.1504/IJMMM.2010.036148CrossRef

28.

Solheid J.S.; Elkaseer A.; Wunsch T.; Charles A.P.; Seifert H.J.; Pfleging W.: Effects of process parameters on surface texture generated by laser polishing of additively manufactured Ti-6Al-4V. In: Proceedings Volume 11268, Laser-based Micro- and Nanoprocessing XIV, p. 112680Q (2020). https://doi.org/10.1117/12.2545623

29.

Hafiz, A.M.K.; Bordatchev, E.V.; Tutunea-Fatan, O.R.: Influence of overlap between the laser beam tracks on surface quality in laser polishing of AISI H13 tool steel. J. Manuf. Process. 14(4), 425–434 (2012). https://doi.org/10.1016/j.jmapro.2012.09.004CrossRef

30.

Giorleo, L.; Ceretti, E.; Giardini, C.: Ti surface laser polishing: effect of laser path and assist gas. Procedia CIRP 33, 446–451 (2015). https://doi.org/10.1016/j.procir.2015.06.102CrossRef

31.

Chang, C.S.; Chung, C.K.; Lin, J.F.: Surface quality, microstructure, mechanical properties and tribological results of the SKD 61 tool steel with prior heat treatment affected by the deposited energy of continuous wave laser micro-polishing. J. Mater. Process. Technol. 234, 177–194 (2016). https://doi.org/10.1016/j.jmatprotec.2016.03.024CrossRef

32.

Yung, K.C.; Xiao, T.Y.; Choy, H.S.; Wang, W.J.; Cai, Z.X.: Laser polishing of additive manufactured CoCr alloy components with complex surface geometry. J. Mater. Process. Technol. 262, 53–64 (2018). https://doi.org/10.1016/j.jmatprotec.2018.06.019CrossRef

33.

De Giorgi, C.; Furlan, V.; Demir, A.G.; Tallarita, E.; Candiani, G.; Previtali, B.: Laser micro-polishing of stainless steel for antibacterial surface applications. Procedia CIRP 49, 88–93 (2016). https://doi.org/10.1016/j.procir.2015.07.055CrossRef

34.

Ukar, E.; Lamikiz, A.; Liebana, F.; Martinez, S.; Tabernero, I.: An industrial approach of laser polishing with different laser sources. Mater Werkst 46, 661–667 (2015). https://doi.org/10.1002/mawe.201500324CrossRef

35.

Temmler, A.; Willenborg, E.; Wissenbach, K.: Laser Polishing. Proc. SPIE Int. Soc. Opt. Eng. 8243, 19 (2012). https://doi.org/10.1117/12.906001CrossRef

36.

Lamikiz, A.; Sánchez, J.A.; López de Lacalle, L.N.; Arana, J.L.: Laser polishing of parts built up by selective laser sintering. Int. J. Mach. Tools Manuf. 47(12–13), 2040–2050 (2007). https://doi.org/10.1016/j.ijmachtools.2007.01.013CrossRef

37.

Zhang, D.; Yu, J.; Li, H.; Zhou, X.; Song, C.; Zhang, C.; Shen, S.; Liu, L.; Dai, C.: Investigation of laser polishing of four selective laser melting alloy samples. Appl. Sci. 10(3), 760–773 (2020). https://doi.org/10.3390/app10030760CrossRef

38.

Chow, M.T.C.; Bordatchev, E.V.; Knopf, G.K.: Experimental study on the effect of varying focal off set distance on laser micropolished surfaces. Int. J. Adv. Manuf. Technol. 67(9–12), 2607–2617 (2012). https://doi.org/10.1007/s00170-012-4677-zCrossRef

39.

Dadbakhsh, S.; Hao, L.; Kong, C.Y.: Surface finish improvement of LMD samples using laser polishing. Virtual Phys. Prototyp. 5(4), 215–221 (2010). https://doi.org/10.1080/17452759.2010.528180CrossRef

40.

Ukar, E.; Lamikiz, A.; López de Lacalle, L.N.; del Pozo, D.; Arana, J.L.: Laser polishing of tool steel with CO₂ laser and high-power diodeaser. Int. J. Mach. Tools Manuf. 50(1), 115–125 (2010). https://doi.org/10.1016/j.ijmachtools.2009.09.003CrossRef

41.

Temmler A.; Willenborg E.; Wissenbach K.: Laser polishing. In: Laser Applications in Microelectronic and Optoelectronic Manufacturing (LAMOM) XVII (2012). https://doi.org/10.1117/12.906001

42.

Nüsser, C.; Wehrmann, I.; Willenborg, E.: Influence of intensity distribution and pulse duration on laser micro polishing. Phys. Procedia 12, 462–471 (2011). https://doi.org/10.1016/j.phpro.2011.03.057CrossRef

43.

Kiedrowski, T.: Oberflächenstrukturbildung beim Laserstrahlpolieren von Stahlwerkstoffen, Vol. 3. RWTH Aachen University (2009)

44.

Willenborg, E.: Polishing with laser radiation. In: Poprawe, R. (Ed.) Tailored Light 2, pp. 196–203. Springer, Berlin (2011)

45.

Perry, T.L.; Werschmoeller, D.; Li, X.; Pfefferkorn, F.E.; Duffie, N.A.: Pulsed laser polishing of micro-milled Ti6Al4V samples. J. Manuf. Process. 11(2), 74–81 (2009). https://doi.org/10.1016/j.jmapro.2009.10.001CrossRef

46.

Perry, T.L.; Werschmoeller, D.; Duffie, N.A.; Li, X.; Pfefferkorn, F.E.: Examination of selective pulsed laser micropolishing on microfabricated nickel samples using spatial frequency analysis. J. Manuf. Sci. Eng. (2009). https://doi.org/10.1115/1.3075874CrossRef

47.

Kim, Y.G.; Ryu, J.K.; Kim, D.J.; Kim, H.J.; Lee, S.; Cha, B.H.; Cha, H.; Kim, C.J.: Microroughness reduction of tungsten films by laser polishing technology with a line beam. Jpn. J. Appl. Phys. 43(4A), 1315–1322 (2004). https://doi.org/10.1143/JJAP.43.1315CrossRef

48.

Jang, P.R.; Jang, T.S.; Kim, N.C.: Laser micro-polishing for metallic surface using UV nano-second pulse laser and CW laser. Int. J. Adv. Manuf. Technol. 85(9–12), 2367–2375 (2016). https://doi.org/10.1007/s00170-015-7992-3CrossRef

49.

Pong-Ryol, J.; Tae-Sok, J.; Nam-Chol, K.; Xing, F.; Kum-Hyok, J.: Laser micro-polishing for metallic surface using UV nano-second pulse laser and CW laser. Int. J. Adv. Manuf. Technol. 85(9–12), 2367–2375 (2015). https://doi.org/10.1007/s00170-015-7992-3CrossRef

50.

Ostholt R.; Willenborg E.; Wissenbach K.: Laser polishing of metallic freeform surfaces. In: Proceedings of International Congress on Applications of Lasers & Electro-Optics, pp. 597–603 (2011). https://doi.org/10.2351/1.5062086

51.

Shen, H.; Liao, C.; Zhou, J.; Zhao, K.: Two-step laser based surface treatments of metal deposition manufactured Ti6Al4V components. J. Manuf. Processes (2021). https://doi.org/10.1016/j.jmapro.2021.01.028CrossRef

52.

dos Santos Solheid, J.; Seifert, H.J.; Pfleging, W.: Laser surface modification and polishing of additive manufactured metallic parts. Procedia CIRP 74, 280–284 (2018). https://doi.org/10.1016/j.procir.2018.08.111CrossRef

53.

Bordatchev, E.V.; Hafiz, A.M.K.; Tutunea-Fatan, O.R.: Performance of laser polishing in finishing of metallic surfaces. Int. J. Adv. Manuf. Technol. 73(1–4), 35–52 (2014). https://doi.org/10.1007/s00170-014-5761-3CrossRef

54.

Mishra, S.; Yadava, V.: Laser beam micromachining (LBMM)—a review. Opt. Lasers Eng. 73, 89–122 (2015). https://doi.org/10.1016/j.optlaseng.2015.03.017CrossRef

55.

Tokarev, V.N.; Wilson, J.I.B.; Jubber, M.G.: Modeling of self limiting laser-ablation of rough surfaces: application to the polishing of diamond films. Diam. Relat. Mater. 4(3), 169–176 (1995). https://doi.org/10.1016/0925-9635(94)00241-XCrossRef

56.

Nowak, K.M.; Baker, H.J.; Hall, D.R.: Efficient laser polishing of silicamicro-optic components. Appl. Opt. 45(1), 162–171 (2006). https://doi.org/10.1364/AO.45.000162CrossRef

57.

Shao, T.M.; Hua, M.; Tam, H.Y.: An approach to modelling of laser polishing of metals. Surf. Coat. Technol. 197(1), 77–84 (2005). https://doi.org/10.1016/j.surfcoat.2005.01.010CrossRef

58.

Jaritngam, P.; Tangwarodomnukun, V.; Qi, H.; Dumkun, C.: Surface and subsurface characteristics of laser polished Ti6Al4V titanium alloy. Opt. Laser Technol. (2020). https://doi.org/10.1016/j.optlastec.2020.106102CrossRef

59.

Bhaduri, D.; Penchev, P.; Batal, A.; Dimov, S.; Soo, S.L.; Sten, S.; Harrysoon, U.; Zhang, Z.; Dong, H.: Laser polishing of 3D printed mesoscale components. Appl. Surf. Sci. 405, 29–46 (2017). https://doi.org/10.1016/j.apsusc.2017.01.211CrossRef

60.

Chen, L.; Richter, B.; Zhang, X.; Ren, X.; Pfeffefkorn, F.E.: Modification of surface characterictics and electrochemical corrosion behavior of laser powder bed fused stainless-steel 316L after laser polishing. Addit. Manuf. (2020). https://doi.org/10.1016/j.addma.2019.101013CrossRef

61.

Liu, Z.; Kim, H.; Liu, W.; Cong, W.; Jiang, Q.; Zhang, H.: Influence of energy density on macro/micro structures and mechanical properties of as-deposited Inconel 718 parts fabricated by laser engineered net shaping. J. Manuf. Processes (2019). https://doi.org/10.1016/j.jmapro.2019.04.020CrossRef

62.

Ramos, J.A.; Bourell, D.L.; Beaman, J.J.: Surface over-melt during laser polishing of indirect-SLS metal parts. MRS Proc. (2002). https://doi.org/10.1557/PROC-758-LL1.9CrossRef

63.

Lamikiz, A.; Sanchez, J.A.; Lopez de Lacalle, L.N.; del Pozo, D.; Etayo, J.M.: Surface roughness improvement using laser-polishing techniques. Mater. Sci. Forum 526, 217–222 (2006). https://www.scientific.net/MSF.526.217CrossRef

64.

Mohajerani, S.; Miller, J.D.; Tutunea-Fatan, O.R.; Bordatchev, E.V.: Thermo-physical modelling of track width during laser polishing of H13 tool steel. Procedia Manuf. 10, 708–719 (2017). https://doi.org/10.1016/j.promfg.2017.07.026CrossRef

65.

Pfefferkorn, F.E.; Duffie, N.A.; Morrow, J.D.; Wang, Q.: Effect of beam diameter on pulsed laser polishing of S7 tool steel. CIRP Ann. 63(1), 237–240 (2014). https://doi.org/10.1016/j.cirp.2014.03.055CrossRef

66.

Perry, T.L.; Werschmoeller, D.; Li, X.: The effect of laser pulse duration and feed rate on pulsed laser polishing of micro fabricated nickel samples. J. Manuf. Sci. Eng. 131(3), 291–297 (2009). https://doi.org/10.1115/1.3106033CrossRef

67.

Vadali, M.; Ma, C.; Duffie, N.A.; Li, X.; Pfefferkorn, F.E.: Effects of pulse duration on laser micro polishing. J. Micro Nano-Manuf. (2013). https://doi.org/10.1115/1.4023756CrossRef

68.

Gua, W.; Hua, M.; Tse, P.W.T.: Process parameters selection for laser polishing DF2 (AISI O1) by Nd:YAG pulsed laser using orthogonal design. Int. J. Adv. Manuf. Technol. 59(9–12), 1009–1023 (2012). https://doi.org/10.1007/s00170-011-3558-1CrossRef

69.

Alrbaey, K.; Wimpenny, D.; Tosi, R.; Manning, W.; Moroz, A.: On optimization of surface roughness of selective laser melted stainless steel parts: a statistical study. J. Mater. Eng. Perform. 23(6), 2139–2148 (2014). https://doi.org/10.1007/s11665-014-0993-9CrossRef

70.

Pariona, M.M.; Teleginski, V.; dos Santos, K.; dos Santos, E.L.R.; de Lima, A.A.; Riva, R.: AFM study of the effects of laser surface remelting on the morphology of Al–Fe aerospace alloys. Mater. Charact. 74, 64–76 (2012). https://doi.org/10.1016/j.matchar.2012.08.011CrossRef

71.

Heidrich, S.; Richmann, A.; Schmitz, P.; Willenborg, E.; Wissenbach, K.; Loosen, P.; Poprawe, R.: Optics manufacturing by laser radiation. Opt. Lasers Eng. 59, 34–40 (2014). https://doi.org/10.1016/j.optlaseng.2014.03.001CrossRef

72.

Wang, W.J.; Yung, K.C.; Choy, H.S.; Xiao, T.Y.; Cai, Z.X.: Effects of laser polishing on surface microstructure and corrosion resistance of additive manufactured CoCr alloys. Appl. Surf. Sci. 443, 167–175 (2018). https://doi.org/10.1016/j.apsusc.2018.02.246CrossRef

73.

Schanz, J.; Hofele, M.; Hitzler, L.; Merkel, M.; Riegel, H.: Laser polishing of additive manufactured AlSi10Mg parts with an oscillating laser beam. Adv. Struct. Mater. (2016). https://doi.org/10.1007/978-981-10-1082-8_16CrossRef

74.

Mai, T.A.; Lim, G.C.: Micromelting and its effects on surface topography and properties in laser polishing of stainless steel. J. Laser Appl. 16(4), 221–228 (2004). https://doi.org/10.2351/1.1809637CrossRef

75.

Obeidi, M.A.; McCarthy, E.; O’connell, B.; UI Ahad, I.; Brabazon, D.: Laser polishing of additively manufactured 316L stainless steel synthesized by selective laser melting. Materials (2020). https://doi.org/10.3390/ma12060991CrossRef

76.

Rosa, B.; Mognol, P.; Hascoët, J.Y.: Modelling and optimization of laser polishing of additive laser manufacturing surfaces. Rapid Prototyp. J. 22(6), 956–964 (2016). https://doi.org/10.1108/RPJ-12-2014-0168CrossRef

Title: Review on Surface Quality Improvement of Additively Manufactured Metals by Laser Polishing
Authors: Tolgahan Ermergen
Fatih Taylan
Publication date: 24-04-2021
Publisher: Springer Berlin Heidelberg
Published in: Arabian Journal for Science and Engineering / Issue 8/2021
Print ISSN: 2193-567X
Electronic ISSN: 2191-4281
DOI: https://doi.org/10.1007/s13369-021-05658-9

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