Abstract
Abrasive waterjet (AWJ) cutting technology is widely used for nonconventional cold machining of ductile or brittle materials in various manufacturing fields. However, this technology has a significant limitation in terms of the effective depth of cut. As a solution, in this study, a model for the effective depth of cut is proposed based on the Gaussian distribution of the cut profile curve. The proposed model is used to investigate the dynamic evolution of the depth of cut and its influence mechanism. First, a prediction model for the effective depth of cut is established using the material removal mechanism and single particle erosion theory. In addition, an experimental analysis is conducted to improve and optimize the cutting performance of the AWJ considering the effect of machining parameters on (i) the effective depth of cut and (ii) cutting performance. The key factors that affect the geometric profile characteristics of the kerf are investigated, and the optimal parameters for achieving the effective depth of cut model are further determined. According to the AWJ cutting performance experiments conducted by using Ti-6Al-4 V, the prediction model is strongly correlated with the experimental data, and the average difference between the prediction model and experimental results is 6.46% of the effective depth of cut. Notably, this model can predict the effective depth of a cut for different cutting parameters. Furthermore, it exhibits significant industrial value by expanding the application fields of finishing machining using AWJ technology.
Similar content being viewed by others
Data availability
The data sets supporting the results of this article are included within the article.
References
Yao SL, Wang GY, Yu H, Wang J, Li KS, Liu S, Zhang XC, Tu ST (2022) Influence of submerged micro-abrasive waterjet peening on surface integrity and fatigue performance of TA19 titanium alloy. Int J Fatigue 164:107076. https://doi.org/10.1016/j.ijfatigue.2022.107076
Gu Y, Nguyen T, Donough MJ, Gangadhara Prusty B, Wang J (2022) Mechanisms of pop-up delamination in laminated composites pierced by the initial pure waterjet in abrasive waterjet machining. Compos Struct 297:115968. https://doi.org/10.1016/j.compstruct.2022.115968
Wala T, Lis K (2022) Influence of selected diagnostic parameters on the quality of AWJ cutting surface. Adv Sci Technol Res J 16:129–140. https://doi.org/10.12913/22998624/144642
Selvan M CP, Vandanapu R, Chinnasamy V (2022) Abrasive waterjet cutting of stainless steel - an experimental investigation. 2022 Adv Sci Eng Technol Int Conf ASET 2022 https://doi.org/10.1109/ASET53988.2022.9734923
Ramakrishnan S (2022) Investigating the effects of abrasive water jet machining parameters on surface integrity, chemical state in machining of Ti-6Al-4V. Mater Today Commun 31:103480. https://doi.org/10.1016/j.mtcomm.2022.103480
Liao Z, Sanchez I, Xu D, Axinte D, Augustinavicius G, Wretland A (2020) Dual-processing by abrasive waterjet machining—a method for machining and surface modification of nickel-based superalloy. J Mater Process Technol 285:116768. https://doi.org/10.1016/j.jmatprotec.2020.116768
Anu Kuttan A, Rajesh R, Dev Anand M (2021) Abrasive water jet machining techniques and parameters: a state of the art, open issue challenges and research directions. J Brazilian Soc Mech Sci Eng 43:1–14. https://doi.org/10.1007/s40430-021-02898-6
Nguyen T, Wang J (2019) A review on the erosion mechanisms in abrasive waterjet micromachining of brittle materials. Int J Extrem Manuf 1:012006. https://doi.org/10.1088/2631-7990/ab1028
Armağan M (2021) Cutting of St37 steel plates in stacked form with abrasive water jet. Mater Manuf Process 36:1305–1313. https://doi.org/10.1080/10426914.2021.1906895
Kechagias J, Petropoulos G, Vaxevanidis N (2012) Application of Taguchi design for quality characterization of abrasive water jet machining of TRIP sheet steels. Int J Adv Manuf Technol 62:635–643. https://doi.org/10.1007/s00170-011-3815-3
Rajesh M, Rajkumar K, Annamalai VE (2021) Abrasive water jet machining on Ti metal-interleaved basalt-flax fiber laminate. Mater Manuf Process 36:329–340. https://doi.org/10.1080/10426914.2020.1832692
Wang J (2003) The effects of the jet impact angle on the cutting performance in AWJ machining of alumina ceramics. Key Eng Mater 238–239:117–124. https://doi.org/10.4028/www.scientific.net/KEM.238-239.117
Wang J, Guo D (2003) The cutting performance in multipass abrasive waterjet machining of industrial ceramics. J Mater Process Technol 133:371–377. https://doi.org/10.1016/S0924-0136(02)01125-1
Natarajan Y, Murugasen PK, Sundarajan LR, Arunachalam R (2019) Experimental investigation on cryogenic assisted abrasive water jet machining of aluminium alloy. Int J Precis Eng Manuf - Green Technol 6:415–432. https://doi.org/10.1007/s40684-019-00072-x
Akıncıoğlu S (2021) Investigation of effect of abrasive water jet (AWJ) machining parameters on aramid fiber-reinforced polymer (AFRP) composite materials. Aircr Eng Aerosp Technol 93:615–628. https://doi.org/10.1108/AEAT-11-2020-0249
Zhu HT, Huang CZ, Wang J, Zhao GQ, Li QL (2009) Modeling material removal in fracture erosion for brittle materials by abrasive waterjet. Adv Mater Res 76–78:357–362. https://doi.org/10.4028/www.scientific.net/AMR.76-78.357
Yue Z, Huang C, Zhu H, Yao P, Liu Z (2014) Material removal analysis in the radial-mode abrasive waterjet turning of ceramic materials. Int J Abras Technol 6:298. https://doi.org/10.1504/IJAT.2014.065830
Li QL, Huang CZ, Wang J, Zhu HT, Che CL (2007) A study on erosion mechanisms of quartz crystals polished by micro abrasive waterjet. Adv Mater Res 24–25:195–199. https://doi.org/10.4028/www.scientific.net/AMR.24-25.195
Mayuet Ares PF, Girot Mata F, Batista Ponce M, Salguero Gómez J (2019) Defect analysis and detection of cutting regions in CFRP machining using AWJM. Materials (Basel) 12:4055. https://doi.org/10.3390/ma12244055
Natarajan Y, Murugesan PK, Mohan M, Liyakath Ali Khan SA (2020) Abrasive water jet machining process: a state of art of review. J Manuf Process 49:271–322. https://doi.org/10.1016/j.jmapro.2019.11.030
Rajesh M, Vijayakumar R, Rajkumar K, Ramraji K (2022) Experimental investigation and striation study of Inconel 718 by using abrasive water jet drilling. Mater Today Proc 62:1277–1281. https://doi.org/10.1016/j.matpr.2022.04.567
Wang J (2010) Depth of cut models for multipass abrasive waterjet cutting of alumina ceramics with nozzle oscillation. Front Mech Eng China 5:19–32. https://doi.org/10.1007/s11465-009-0082-1
Yuan Y, Chen J, Gao H (2022) Erosion field characteristics of depth-control micro-hole profiles machined by abrasive waterjet based on FSI coupling. Int J Adv Manuf Technol 120:7575–7593. https://doi.org/10.1007/s00170-022-09172-6
Du M, Wang H, Dong H, Guo Y, Ke Y (2020) Numerical research on kerf characteristics of abrasive waterjet machining based on the SPH-DEM-FEM approach. Int J Adv Manuf Technol 111:3519–3533. https://doi.org/10.1007/s00170-020-06340-4
Wang J (2009) A focused review on enhancing the abrasive waterjet cutting performance by using controlled nozzle oscillation. Key Eng Mater 404:33–44. https://doi.org/10.4028/www.scientific.net/KEM.404.33
Chen J, Yuan Y, Gao H, Zhou T, Wu Z (2022) Predictive modeling approach for the jet lag in multi-pass cutting of thick materials using abrasive waterjet. J Manuf Process 83:143–156. https://doi.org/10.1016/j.jmapro.2022.08.059
Hashish M (1984) A modeling study of metal cutting with abrasive waterjets. J Eng Mater Technol 106:88–100. https://doi.org/10.1115/1.3225682
Li WY, Wang J, Zhu H, Li H, Huang C (2013) On ultrahigh velocity micro-particle impact on steels—a single impact study. Wear 305:216–227. https://doi.org/10.1016/j.wear.2013.06.011
Wilkins RJ, Graham EE (1993) An erosion model for waterjet cutting. J Eng Ind 115:57–61. https://doi.org/10.1115/1.2901639
Nguyen T, Shanmugam DK, Wang J (2008) Effect of liquid properties on the stability of an abrasive waterjet. Int J Mach Tools Manuf 48:1138–1147. https://doi.org/10.1016/j.ijmachtools.2008.01.009
Chen L, Siores E, Wong WCK (1996) Kerf characteristics in abrasive waterjet cutting of ceramic materials. Int J Mach Tools Manuf 36:1201–1206. https://doi.org/10.1016/0890-6955(95)00108-5
Deam RT, Lemma E, Ahmed DH (2004) Modelling of the abrasive water jet cutting process. Wear 257:877–891. https://doi.org/10.1016/j.wear.2004.04.002
Hashish M (1989) A model for abrasive-waterjet (AWJ) machining. J Eng Mater Technol 111:154–162. https://doi.org/10.1115/1.3226448
Shanmugam DK, Nguyen T, Wang J (2008) A study of delamination on graphite/epoxy composites in abrasive waterjet machining. Compos Part A Appl Sci Manuf 39:923–929. https://doi.org/10.1016/j.compositesa.2008.04.001
Kumar A, Kumar V, Kumar J (2015) Semi-empirical model on MRR and overcut in WEDM process of pure titanium using multi-objective desirability approach. J Brazilian Soc Mech Sci Eng 37:689–721. https://doi.org/10.1007/s40430-014-0208-1
Srikanth R, Babu NR (2019) Boundary condition for deformation wear mode material removal in abrasive waterjet milling: theoretical and experimental analyses. Proc. Inst. Mech Eng Part B J Eng Manuf 233:55–68. https://doi.org/10.1177/0954405417718594
Karakurt I, Aydin G, Aydiner K (2012) An experimental study on the depth of cut of granite in abrasive waterjet cutting. Mater Manuf Process 27:538–544. https://doi.org/10.1080/10426914.2011.593231
Tripathi DR, Vachhani KH, Bandhu D, Kumari S, Kumar VR, Abhishek K (2021) Experimental investigation and optimization of abrasive waterjet machining parameters for GFRP composites using metaphor-less algorithms. Mater Manuf Process 36:803–813. https://doi.org/10.1080/10426914.2020.1866193
Paul S, Hoogstrate A, van Luttervelt C, Kals HJ (1998) Analytical and experimental modelling of the abrasive water jet cutting of ductile materials. J Mater Process Technol 73:189–199. https://doi.org/10.1016/S0924-0136(97)00228-8
Hashish M (1988) Visualization of the abrasive-waterjet cutting process. Exp Mech 28:159–169. https://doi.org/10.1007/BF02317567
Bitter JGA (1963) A study of erosion phenomena part I. Wear 6:5–21. https://doi.org/10.1016/0043-1648(63)90003-6
Momber AW (1998) The kinetic energy of wear particles generated by abrasive-water-jet erosion. J Mater Process Technol 83:121–126. https://doi.org/10.1016/S0924-0136(98)00050-8
Finnie I, McFadden DH (1978) On the velocity dependence of the erosion of ductile metals by solid particles at low angles of incidence. Wear 48:181–190. https://doi.org/10.1016/0043-1648(78)90147-3
Acknowledgements
We would like to thank Editage (www.editage.cn) for English language editing.
Funding
This research has been supported by the NSFC-Liaoning Joint Fund (U1708256, U1908232), Fundamental Research Funds for the Central Universities (DUT18GF104), and Joint Fund of MOE and GAD (6141A02022133).
Author information
Authors and Affiliations
Contributions
Jianfeng Chen conceived of this study, designed the method, and wrote the manuscript. All authors were involved in collecting and analyzing the data, also revisions.
Corresponding author
Ethics declarations
Ethical approval
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Chen, J., Yuan, Y., Gao, H. et al. Analytical modeling of effective depth of cut for ductile materials via abrasive waterjet machining. Int J Adv Manuf Technol 124, 1813–1826 (2023). https://doi.org/10.1007/s00170-022-10538-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00170-022-10538-z