Response of Thermal Barrier Coatings to Waterjet with Soluble Abrasives: Machining Performance and Material Removal Mechanisms

Fengrui Zhang , Zhirong Liao , Jose A. Robles-Linares , Andy Norton , Shusong Zan

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Engineering ›› DOI: 10.1016/j.eng.2025.10.014
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Response of Thermal Barrier Coatings to Waterjet with Soluble Abrasives: Machining Performance and Material Removal Mechanisms
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Abstract

Waterjet coating removal is an advanced non-conventional machining technology, that typically utilizes high-pressure water mixed with abrasives to achieve precise and effective surface cleaning. However, abrasive embedment can become a severe problem, particularly affecting the functional performance of coatings in the aerospace sector. A novel method uses water-soluble abrasives to address this issue, which results in less surface contamination compared to conventional abrasives. Through a series of tests, soluble abrasives (i.e., sugar) were demonstrated to increase the material removal rate by over 58% compared to plain waterjet (PWJ) using the same parameters. To improve coating removal capability for industrial applications, this work also investigated the material removal mechanisms of plain water impact in PWJ and erosion of accelerated abrasives in abrasive waterjet (AWJ), evaluating the surface quality after applying the two coating removal methods. In PWJ, material blocks were removed by long cracks depending on the lamellar structure, whereas in AWJ, the coating was eroded into debris and subsequently carried away by the water stream. To validate the machining performance and material removal mechanisms of waterjet with soluble abrasives, different jet energy distributions were used to establish and calibrate a mathematical model capable of predicting the results of waterjet coating removal. This novel waterjet coating removal method has significant potential in industrial applications.

Keywords

Waterjet coating removal / Soluble abrasive / Material removal mechanism / Mathematical model

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Fengrui Zhang, Zhirong Liao, Jose A. Robles-Linares, Andy Norton, Shusong Zan. Response of Thermal Barrier Coatings to Waterjet with Soluble Abrasives: Machining Performance and Material Removal Mechanisms. Engineering DOI:10.1016/j.eng.2025.10.014

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References

Publishing order | Descend order by publishing year | Descend order by cited within
[1]

Axinte DA, Karpuschewski B, Kong MC, Beaucamp AT, Anwar S, Miller D, et al.High energy fluid jet machining (HEFJet-Mach): from scientific and technological advances to niche industrial applications.CIRP Ann 2014; 63(2):751-771.
[2]

Azmir MA, Ahsan AK.Investigation on glass/epoxy composite surfaces machined by abrasive water jet machining.J Mater Process Technol 2008; 198(1–3):122-128.
[3]

Yang M, Liu H, Ye B, Qian W.Recycling of printed circuit boards by abrasive waterjet cutting.Process Saf Environ Prot 2021; 148:805-812.
[4]

Axinte DA, Srinivasu DS, Kong MC, Butler-Smith PW.Abrasive waterjet cutting of polycrystalline diamond: a preliminary investigation.Int J Mach Tools Manuf 2009; 49(10):797-803.
[5]

Sanchez I, Axinte D, Smith R.Modelling of rotational multiple plain water jets for controlled removal of multi-material coatings.CIRP Ann 2020; 69(1):309-312.
[6]

Thakare JG, Pandey C, Mahapatra MM, Mulik RS.Thermal barrier coatings—a state of the art review.Met Mater Int 2021; 27(7):1947-1968.
[7]

Clarke DR, Oechsner M, Padture NP.Thermal-barrier coatings for more efficient gas-turbine engines.MRS Bull 2012; 37(10):891-898.
[8]

Bogatyrev A, Liao Z, Axinte D, Norton A.Tailorable shielded compliance of thermal barrier coatings through laser texturing and microstructural modification: microfeature design and validation.J Eur Ceram Soc 2023; 43(8):3704-3726.
[9]

Traeger F, Ahrens M, Va Rßen, Stöver D.A life time model for ceramic thermal barrier coatings.Mater Sci Eng A 2003; 358(1–2):255-265.
[10]

Jafari M Eskandari, Karimi M, Araghchi M, Hadipour A.Laser cleaning process of high-pressure turbine blade: characterization and removal of surface contaminants.Surf Coat Tech 2023; 470:129885.
[11]

Ushmaev D, Norton A, Kell J.Thermally sprayed coatings resistant to environmental degradation: columnar-like coatings through laser ablation and surface melting approach.Surf Coat Tech 2023; 460:129394.
[12]

Yang X, Zhang J, Lu Z, Park HY, Jung YG, Park H, et al.Removal and repair techniques for thermal barrier coatings: a review.Trans IMF. 2020; 98(3):121-128.
[13]

Klocke F, Soo SL, Karpuschewski B, Webster JA, Novovic D, Elfizy A, et al.Abrasive machining of advanced aerospace alloys and composites.CIRP Ann 2015; 64(2):581-604.
[14]

Bagherifard S, Ghelichi R, Guagliano M.Numerical and experimental analysis of surface roughness generated by shot peening.Appl Surf Sci 2012; 258(18):6831-6840.
[15]

Natarajan Y, Murugesan PK, Mohan M, Khan LA.Abrasive water jet machining process: a state of art of review.J Manuf Process 2020; 49:271-322.
[16]

Boud F, Carpenter C, Folkes J, Shipway PH.Abrasive waterjet cutting of a titanium alloy: the influence of abrasive morphology and mechanical properties on workpiece grit embedment and cut quality.J Mater Process Technol 2010; 210(15):2197-2205.
[17]

Chen FL, Siores E, Patel K, Momber AW.Minimising particle contamination at abrasive waterjet machined surfaces by a nozzle oscillation technique.Int J Mach Tools Manuf 2002; 42(13):1385-1390.
[18]

Melentiev R, Fang F.Recent advances and challenges of abrasive jet machining.CIRO J Manuf Sci Technol 2018; 22:1-20.
[19]

Liao Z, Sanchez I, Xu D, Axinte D, Augustinavicius G, Wretland A.Dual-processing by abrasive waterjet machining—a method for machining and surface modification of nickel-based superalloy.J Mater Process Technol 2020; 285:116768.
[20]

Boud F, Murray JW, Loo LF, Clare AT, Kinnell PK.Soluble abrasives for waterjet machining.Mater Manuf Process 2014; 29(11–12):1346-1352.
[21]

Jerman M, Orbani Hć, Valentin Jčič.CFD analysis of thermal fields for ice abrasive water jet.Int J Mech Sci 2022; 220:107154.
[22]

Deo A, Bagal DK, Pattanaik AK, Panda SN, Barua A, Barkey RK, et al.Recent advancements in ice jet machining process as an alternative of AWJM.Mater Today Proc 2022; 50:981-985.
[23]

Natarajan Y, Murugasen PK, Sundarajan LR, Arunachalam R.Experimental investigation on cryogenic assisted abrasive water jet machining of Aluminium alloy.Int J Precis Eng Manuf-Green Technol 2019; 6(3):415-432.
[24]

Jiang Z, Cong Y, Li X, Xu J, Wang M.Application of sodium bicarbonate abrasive jet technology for PCB desmear process: conditions and simulation.J Clean Prod 2023; 396:136584.
[25]

Awadh SM, Khalid SA.Tigris river sediments as abrasive for polishing marble.Nat Resour Res 2019; 28(4):1371-1383.
[26]

Lavorel F, El M Mansori, Chegdani F, Tazibt A.Wear under brittle removal regime of an under-expanded cryogenic nitrogen jet machining of bio-composites.Wear 2021; 477:203795.
[27]

Karkalos NE, Karmiris-Obrata Pński, Kudelski R.An experimental investigation into the potential of employing mixed eco-friendly abrasives during AWJ milling of nickel-based superalloy.Int J Adv Manuf Technol 2024; 134(11–12):5143-5158.
[28]

Kong MC, Axinte D, Voice W.Aspects of material removal mechanism in plain waterjet milling on gamma titanium aluminide.J Mater Process Technol 2010; 210(3):573-584.
[29]

Mieszala M, Torrubia PL, Axinte DA, Schwiedrzik JJ, Guo Y, Mischler S, et al.Erosion mechanisms during abrasive waterjet machining: model microstructures and single particle experiments.J Mater Process Technol 2017; 247:92-102.
[30]

Liu D, Huang C, Wang J, Zhu H.Material removal mechanisms of ceramics turned by abrasive waterjet (AWJ) using a novel approach.Ceram Int 2021; 47(11):15165-15172.
[31]

Nguyen T, Wang J.A review on the erosion mechanisms in abrasive waterjet micromachining of brittle materials.Int J Extreme Manuf 2019; 1(1):012006.
[32]

Sanchez I, Axinte D, Liao Z, Gavalda-Diaz O, Smith R.The effect of high strain rate impact in Yttria stabilized zirconia.Mater Des 2023; 229:111908.
[33]

Winter K, Liao Z, Abbá E, Robles JA Linares, Axinte D.Effect of sub-micron deformations at opposing strain rates on the micromagnetic behaviour of non-oriented electrical steel.Nat Commun 2024; 15(1):9010.
[34]

Axinte DA, Srinivasu DS, Billingham J, Cooper M.Geometrical modelling of abrasive waterjet footprints: a study for 90° jet impact angle.CIRP Ann 2010; 59(1):341-346.
[35]

Kong MC, Anwar S, Billingham J, Axinte DA.Mathematical modelling of abrasive waterjet footprints for arbitrarily moving jets: part I—single straight paths.Int J Mach Tools Manuf 2012; 53(1):58-68.
[36]

Billingham J, Miron CB, Axinte DA, Kong MC.Mathematical modelling of abrasive waterjet footprints for arbitrarily moving jets: part II -overlapped single and multiple straight paths.Int J Mach Tools Manuf 2013; 68:30-39.
[37]

Wang Q, Ning D, Hou J, Sun L, Gong Y.Particle kinetic energy-based modeling and experimental study on abrasive waterjet coating removal.J Clean Prod 2024; 444:141108.
[38]

Averin E.Universal method for the prediction of abrasive waterjet performance in mining.Engineering 2017; 3(6):888-891.
[39]

Aggour KS, Gupta VK, Ruscitto D, Ajdelsztajn L, Bian X, Brosnan KH, et al.Artificial intelligence/machine learning in manufacturing and inspection: a GE perspective.MRS Bull 2019; 44(7):545-558.
[40]

Wang Z, Ma Z, Chen T, Fan C, Yu T, Zhao J.Experimental investigation into the effect of process parameters on the Inconel 718 surface integrity for abrasive waterjet peening.Surf Coat Technol 2023; 454:129186.
[41]

Hattori Y, Haruna Y, Otsuka M.Dissolution process analysis using model-free Noyes–Whitney integral equation.Colloids Surf B Biointerfaces 2013; 102:227-231.
[42]

Price HC, Mattsson J, Murray BJ.Sucrose diffusion in aqueous solution.Phys Chem Chem Phys 2016; 18(28):19207-19216.
[43]

Saldaña MDA, Alvarez VH, Haldar A.Solubility and physical properties of sugars in pressurized water.J Chem Thermodyn 2012; 55:115-123.
[44]

Wang Z, Liao Z, Axinte D, Dong X, Xu D, Augustinavicius G.Analytical model for predicting residual stresses in abrasive waterjet peening.Mater Des 2021; 212:110209.
[45]

Oh TM, Cho GC.Rock cutting depth model based on kinetic energy of abrasive waterjet.Rock Mech Rock Eng 2016; 49(3):1059-1072.
[46]

Iliev A, Kyurkchiev N, Markov S.On the approximation of the step function by some sigmoid functions.Math Comput Simul 2017; 133:223-234.
[47]

Anwar S, Axinte DA, Becker AA.Finite element modelling of overlapping abrasive waterjet milled footprints.Wear 2013; 303(1–2):426-436.
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