Abstract
The widespread usage of abrasive waterjet machining is owing to its adaptability, yet the absence of dynamic analysis throughout the kerf forming process is difficult to ensure cutting precision. The present work has proposed a linked SPH-DEA-FEM approach for predicting the cutting characteristics of abrasive water jet machining over a range of process parameters as well as for elucidating the underlying mechanism of kerf generation. Compared to the previous methods, the new simulation approach enhances the simulations of long term water jet cutting. The performance of computations is enhanced by the continuous creation of abrasive and waterjet particles, which help to keep the model short. The flow of abrasive particles that has a Gaussian distribution is described by the discrete element approach (DEA). The friction factors are concerned with the interactions of quasi particles. Smoothed Particle Hydrodynamics (SPH) approach is used to represent the water flow with large deformation. In between the particles and the target, the erosion contact is created. Finally, the simulation model validity is verified through experiments. Understanding the mechanism of abrasive waterjet cutting and optimizing the operating parameters would be beneficial.
Similar content being viewed by others
Data Availability
The data used to support the findings of this study are included within the article.
References
Singh BB, Sukumar G, Paman A, Balaji G, Siva Kumar K, Madhu V, Arockia Kumar R (2021) A comparative study on the ballistic performance and failure mechanisms of high-nitrogen steel and RHA steel against tungsten heavy alloy penetrators. J Dyn Behav Mater 7:60–80. https://doi.org/10.1007/s40870-020-00270-8
Bobbili R, Madhu V, Gogia AK (2013) Effect of wire-EDM machining parameters on surface roughness and material removal rate of high strength armor steel. Mater Manuf Process 28(4):37–41. https://doi.org/10.1080/10426914.2012.736661
Singh BB, Sukumar G, Senthil PP, Jena PK, Reddy PRS (2017) Future armour materials and technologies for combat platforms future armour materials and technologies for combat platforms. Def Sci J 64:412–419
Ilhak B, Güner F (2022) Failure analysis of boron carbide-reinforced rolled homogeneous armour against kinetic energy ammunition. Trans Indian Inst Met 75:1831–1841. https://doi.org/10.1007/s12666-022-02545-1
Rammohan S, Kumaran ST, Uthayakumar M, Velayudham A (2021) Application of TOPSIS optimization in abrasive water jet machining of military grade armor steel. Hum Factors Mech Eng Def Saf 5:3. https://doi.org/10.1007/s41314-021-00039-4
Rammohan S, Kumaran ST, Uthayakumar M, Korniejenko K, Nykiel M, Velayutham A (2022) Prediction of abrasive waterjet machining parameters of military-grade armor steel by semi-empirical and regression models. Materials (Basel) 15:4368. https://doi.org/10.3390/ma15124368
Palaniyappan S, Veiravan A, Kaliyamoorthy R, Kumar V (2022) Sustainable solution to low cost alternative abrasive from electric ceramic insulator waste for use in abrasive water jet machining. Int J Adv Manuf Technol 120:5243–5257. https://doi.org/10.1007/s00170-022-09077-4
Hashish M (1991) Optimization factors in abrasive-waterjet machining. ASME J Eng Ind 113(1):29–37. https://doi.org/10.1115/1.2899619
Hlavacova IM, Geryk V (2016) Abrasives for water-jet cutting of high-strength and thick hard materials. Int J Adv Manuf Technol. https://doi.org/10.1007/s00170-016-9462-y
Yu Y, Sun T, Yuan Y et al (2020) Experimental investigation into the effect of abrasive process parameters on the cutting performance for abrasive waterjet technology: a case study. Int J Adv Manuf Technol 107:2757–2765. https://doi.org/10.1007/s00170-020-05183-3
Lebar A, Junkar M (2004) Simulation of abrasive water jet cutting process: Part 1. Unit event approach. Model Simul Mat Sci Eng 12(6):1159–1170. https://doi.org/10.1088/0965-0393/12/6/010
Liang Z, Xie B, Liao S, Zhou J (2015) Concentration degree prediction of AWJ grinding effectiveness based on turbulence characteristics and the improved ANFIS. Int J Adv Manuf Technol 80:887–905. https://doi.org/10.1007/s00170-015-7027-0
Lv Z, Hou R, Chen X et al (2019) Numerical research on erosion involved in ultrasonic-assisted abrasive waterjet machining. Int J Adv Manuf Technol 103:617–630. https://doi.org/10.1007/s00170-019-03584-7
Feng L, Liu GR, Li Z et al (2019) Study on the effects of abrasive particle shape on the cutting performance of Ti-6Al-4V materials based on the SPH method. Int J Adv Manuf Technol 101:3167–3182. https://doi.org/10.1007/s00170-018-3119-y
Pozzetti G, Peters B (2018) A numerical approach for the evaluation of particle-induced erosion in an abrasive waterjet focusing tube. Powder Technol. https://doi.org/10.1016/j.powtec.2018.04.006
Qiang Z, Wu M, Miao X et al (2018) CFD research on particle movement and nozzle wear in the abrasive water jet cutting head. Int J Adv Manuf Technol 95:4091–4100. https://doi.org/10.1007/s00170-017-1504-6
Liu H, Wang J, Kelson N, Brown RJ (2004) A study of abrasive waterjet characteristics by CFD simulation. J Mater Process Technol 153–154:488–493. https://doi.org/10.1016/j.jmatprotec.2004.04.037
ElTobgy MS, Ng E, Elbestawi MA (2005) Finite element modeling of erosive wear. Int J Mach Tools Manuf 45(11):1337–1346. https://doi.org/10.1016/j.ijmachtools.2005.01.007
Jianming W, Na G, Wenjun G (2010) Abrasive waterjet machining simulation by SPH method. Int J Adv Manuf Technol 50:227–234. https://doi.org/10.1007/s00170-010-2521-x
Anwar S, Axinte DA, Becker AA (2013) Finite element modelling of abrasive waterjet milled footprints. J Mater Process Technol 213(2):180–193. https://doi.org/10.1016/j.jmatprotec.2012.09.006
Anwar S, Axinte DA, Becker AA (2013) Finite element modelling of overlapping abrasive waterjet milled footprints. Wear 303:426–436. https://doi.org/10.1016/j.wear.2013.03.018
Nyaboro JN, El-Hofy H, Ahmed MA, El-Hofy M (2018) Numerical and experimental characterization of kerf formation in abrasive waterjet machining, ASME Int. Mech Eng Congr Expo Proc 2:1–10. https://doi.org/10.1115/IMECE2018-88617
Wenjun G, Jianming W, Na G (2011) Numerical simulation for abrasive water jet machining based on ALE algorithm. Int J Adv Manuf Technol 53:247–253. https://doi.org/10.1007/s00170-010-2836-7
Lozano Torrubia P, Axinte DA, Billingham J (2015) Stochastic modelling of abrasive waterjet footprints using finite element analysis. Int J Mach Tools Manuf 95:39–51. https://doi.org/10.1016/j.ijmachtools.2015.05.001
Dong X, Li Z, Jiang C, Liu Y (2019) Smoothed particle hydrodynamics (SPH) simulation of impinging jet flows containing abrasive rigid bodies. Comput Part Mech 6(3):479–501. https://doi.org/10.1007/s40571-019-00227-2
Yreux E (2018) Fluid flow modeling with SPH in LS-DYNA®. In: Proc. 15th Int. LS-DYNA Users Conf, Dearborn
Wang Z, Chen R, Wang H, Liao Q, Zhu X (2016) An overview of smoothed particle hydrodynamics for simulating multiphase flow. Appl Math Model 40(23–24):9625–9655. https://doi.org/10.1016/j.apm.2016.06.030
Vasudevan B, Natarajan Y, Kumar RP, Chandra KU, Sikder D (2022) Materials today : proceedings simulation of AWJ drilling process using the FEA coupled SPH models : a preliminary study. Mater Today Proc 62:6022–6028. https://doi.org/10.1016/j.matpr.2022.04.990
Feng Y, Jianming W, Feihong L (2012) Numerical simulation of single particle acceleration process by SPH coupled FEM for abrasive waterjet cutting. Int J Adv Manuf Technol 59:193–200. https://doi.org/10.1007/s00170-011-3495-z
Du M, Wang H, Dong H et al (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
Liu Y, Wu J, Wei J, Hao T, Liu X (2021) Erosion wear characteristics of rock eroded using abrasive air jet at 90 ° impingement angle. Rock Mech Rock Eng 54:1565–1582. https://doi.org/10.1007/s00603-020-02335-5
Momber AW, Kovacevic R (2012) Principles of abrasive water jet machining. Springer Science & Business Media, London. https://doi.org/10.1007/978-1-4471-1572-4
EITobgy M, Ng EG, Elbestawi MA (2005) Modelling of abrasive waterjet machining: a new approach. CIRP Annals 54(1):285–288. https://doi.org/10.1016/S0007-8506(07)60104-8
Flores-Johnson EA. Wang S, Maggi F, El Zein A, Gan Y, Nguyen GD (2016) Discrete element simulation of dynamic behaviour of partially saturated sand. Int J Mech Mater Des. https://doi.org/10.1007/s10999-016-9350-5
Schwartzentruber J, Spelt JK, Papini M (2018) Modelling of delamination due to hydraulic shock when piercing anisotropic carbon-fiber laminates using an abrasive waterjet. Int J Mach Tools Manuf 132:81–95. https://doi.org/10.1016/j.ijmachtools.2018.05.001
Funding
The authors thank Combat Vehicles Research and Development Establishment (CVRDE), Chennai, for providing financial support to carry out this project (CVRDE/19CR0002/WKS/18–19/LT dated 10/8/18).
Author information
Authors and Affiliations
Contributions
S. Rammohan: conceptualization, investigation, writing—original draft, and visualization. S. Thirumalai Kumaran: methodology, supervision, project administration, and funding acquisition. M. Uthayakumar: formal analysis, resources, writing—review and editing, and funding acquisition. A. Velayudham: investigation, resources, data curation, and project administration.
Corresponding author
Ethics declarations
Ethics Approval and Consent to Participate
Not applicable.
Human and Animal Ethics
There are no human or animal subjects associated in this article, and informed consent is not applicable.
Consent for Publication
All the authors have consented toward the publication of this article.
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
Rammohan, S., Thirumalai Kumaran, S., Uthayakumar, M. et al. Numerical Modeling of Kerf Generation in Abrasive Waterjet Machining of Military Grade Armor Steel. Hum Factors Mech Eng Def Saf 7, 1 (2023). https://doi.org/10.1007/s41314-023-00056-5
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s41314-023-00056-5