Evaluation and Optimization of Erosion Parameters’ Effects on Polymeric Glasses Using Taguchi Method
Source abstract
Abstract
In this paper, parameters that effectively contribute to glass surface degradation from sandblasting erosion processes are investigated and optimized on the basis of the method of Taguchi. The polystyrene glass used in this work has been eroded taking into account the projected sand mass, the particles’ grain size and the velocity as the main influencing parameters by looking at specimens’ surface roughness (SR) and optical transmission (OT). Taguchi’s Design L9 orthogonal array of experiments has been implemented in order to obtaining the best combination among these parameters. The significant parameters affecting the responses have been determined on the basis of variance analysis. These have revealed that the particles’ size and velocity are the most effective parameters on the responses OT and SR of the degraded surface with 92 and 56% contribution, respectively. These optimized influential parameters’ combinations have revealed severe eroding processes occurring to the polystyrene glass surface as confirmed by the optical micrographs.
Source: expertdata · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Erosion and Abrasive Machining · Particle Dynamics in Fluid Flows · Hydrology and Sediment Transport Processes
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (31)
Show source-provided references
1. R. Kaundal, Role of Process Variables on Solid Particle Erosion of Polymer Composites: A Critical Review, SILICON, 2015, 9(2), p 223–238. https://doi.org/10.1007/s12633-014-9191-510.1007/s12633-014-9191-5 ↗
2. B. Barka, A. Faci, N. Bouaouadja, C. Bousbaa, D. Benachour, and M. Fatmi, Influence of the Velocity and Impact Angle on the Distribution of the Surface Defects of a Sandblasted Glass, Int. J. Appl. Glass Sci., 2018, 9(4), p 471–479. https://doi.org/10.1111/ijag.1234910.1111/ijag.12349 ↗
3. S. Benterki, N. Laouar, C. Bousbaa, N. Bouras, and N. Bouaouadja, Influence of the Angle of Illumination on Light Scattering by Sandblasted Soda–Lime–Silica Glass, Glass Technol., 2012, 53(2), p 53–59.
4. C. Onur, Heat Treatment Effect on Erosion Behavior of Poly (Methylmethacrylate) for Optical Transmittance Efficiency, Appl. Surf. Sci., 2014, 317, p 405–413. https://doi.org/10.1016/j.apsusc.2014.08.11910.1016/j.apsusc.2014.08.119 ↗
5. S. Benterki, C. Bousbaa, N. Laouar, and A. Faci, Characterization of the Sandblasted Glass Degradation by Light Scattering, Optik, 2018, 158, p 799–805. https://doi.org/10.1016/j.ijleo.2017.12.13710.1016/j.ijleo.2017.12.137 ↗
6. K.M. Wenzel, T.E. Burghardt, A. Pashkevich, and W.A. Buckermann, Glass Beads or Road Markings: Surface Damage and Retro reflection Decay Study, Appl. Sci., 2022, 12, p 2258. https://doi.org/10.3390/app1204225810.3390/app12042258 ↗
7. S. Kumar, D. Kumar, and K. Singh, Physical, Optical, and Mechanical Properties of Commercially Available Windshield Glasses Using Various Cars, J. Phys. Conf. Ser., 2023, 2426, p 012032. https://doi.org/10.1088/1742-6596/2426/1/01203210.1088/1742-6596/2426/1/012032 ↗
8. F. Rosey, I. Aillerie, S. Espié, and F. Vienne, Driver Behaviour in Fog is not Only a Question of Degraded Visibility–A Simulator Study, Saf. Sci., 2017, 95(3), p 50–60. https://doi.org/10.1016/j.ssci.2017.02.00410.1016/j.ssci.2017.02.004 ↗
9. S. Wang, Y. Peng, X. Chen, and K. Wang, The Crack Propagation and Dynamic Impact Responses of Tempered Laminated Glass used in High-Speed Trains, Eng. Fail. Anal., 2022, 134, p 106024. https://doi.org/10.1016/j.engfailanal.2021.10602410.1016/j.engfailanal.2021.106024 ↗
10. Y. Meng, J. Xu, Z. Jin, B. Prakash, and Y. Hu, A Review of Recent Advances in Tribology, Friction, 2020, 8(2), p 221–300. https://doi.org/10.1007/s40544-020-0367-210.1007/s40544-020-0367-2 ↗
11. O. Gridi, Z. Malou, C. Kermel, and A. Leriche, Mechanical and Sandblasting Erosion Resistance Characterization of Chemical Strengthened Float Glass, Ceram. Vidrio., 2020, 61(3), p 229–240. https://doi.org/10.1016/j.bsecv.2020.11.00410.1016/j.bsecv.2020.11.004 ↗
12. J. Ismail, F. Zairi, M. Nait-Abdelaziz, S. Bouzid, and Z. Azari, Experimental and Numerical Investigations on Erosion Damage in Glass by Impact of Small-Sized Particles, Wear, 2011, 271(5–6), p 817–826. https://doi.org/10.1016/j.wear.2011.03.00910.1016/j.wear.2011.03.009 ↗
13. A. Nyougué, S. Bouzid, E. Dossou, and Z. Azari, Fracture Characterization of Float Glass under Static and Dynamic Loading, J. Asian. Ceram. Soc., 2016, 4(4), p 371–380. https://doi.org/10.1016/j.jascer.2016.07.00410.1016/j.jascer.2016.07.004 ↗
14. H. Laouamri, S. Giljean, G. Arnold, M. Kolli, N. Bouaouadja, and M.H. Tuilier, Roughness Influence on the Optical Properties and Scratch Behavior of Acrylic Coating Deposited on Sandblasted Glass, Prog Org Coat., 2016, 101, p 400–406. https://doi.org/10.1016/j.porgcoat.2016.09.01410.1016/j.porgcoat.2016.09.014 ↗
15. A. Ayadi, N. Bouaouadja, A. Duran, and Y. Castro, Hybrid SiO2–ZrO2 Coatings for Restoring and Repairing Glasses Damaged by Sandblasting, Ceram Int., 2020, 46(8), p 10634–10640. https://doi.org/10.1016/j.ceramint.2020.01.06710.1016/j.ceramint.2020.01.067 ↗
16. A. Faci, S. Benterki, and N. Bouaouadja, Effect of Sandblasting Defects Distribution on the Mechanical Strength of a Soda-Lime Glass, J. Aust. Ceram. Soc., 2020, 56, p 21–28. https://doi.org/10.1007/s41779-019-00444-110.1007/s41779-019-00444-1 ↗
17. S. Benterki, A. Faci, and C. Bousbaa, Erosion Regimes Characterization of Soda-Lime Glass, SILICON, 2022, 14, p 2033–2038. https://doi.org/10.1007/s12633-021-00991-y10.1007/s12633-021-00991-y ↗
18. S. Benterki, A. Faci, and N. Bouaouadja, A Windshields Surface Characterization Damaged by Sandblasting, Int. J. Appl. Glass Sci., 2020, 11(2), p 245–252. https://doi.org/10.1111/ijag.1458410.1111/ijag.14584 ↗
19. G. Hao, X. Dong, M. Du, Z. Li, and Z. Dou, A Comparative Study of Ductile and Brittle Materials due to Single Angular Particle Impact, Wear, 2019, 428–429, p 258–327. https://doi.org/10.1016/j.wear.2019.03.01610.1016/j.wear.2019.03.016 ↗
20. DIN 50332, Strahlverschleiβprufung (Ray of schleiβ Test), DIN, Berlin, 1984.
21. ASTM G76-89, Standard Practice for Conducting Erosion Tests by Solid-Particle Impingement Using Gas Jets, ASTM, Philadelphia, 1992.
22. M. Kolli, M. Hamidouche, N. Bouaouadja, and G. Fantozzi, HF Etching Effect on Sandblasted Soda-Lime Glass Properties, J Eur Ceram Soc., 2009, 29, p 2697–2704. https://doi.org/10.1016/j.jeurceramsoc.2009.03.02010.1016/j.jeurceramsoc.2009.03.020 ↗
23. A.A. Ansari and M. Kamil, Performance Study of 3d Printed Continuous Fiber-Reinforced Polymer Composites using Taguchi Method, J. Mater. Eng. Perform., 2022 https://doi.org/10.1007/s11665-022-07715-210.1007/s11665-022-07715-2 ↗
24. R. Al-Maibd, W. Al-Ashaq, N. Zainuddin, N.A. Ibrahim, I.N. Samsudin, N. Yahaya, and S. Kamaruzaman, Synthesis and Optimization Selective Ion-Imprinted Polymer for the Elimination of Ca II Ions Using Taguchi Design, J. Polym. Res., 2021, 28, p 1–16. https://doi.org/10.1007/s10965-021-02431-210.1007/s10965-021-02431-2 ↗
25. M. Ebrahimi, I. Mobasherpour, H.B. Bafrooeiarzegar, F.S. Bidabadi, M. Mansoorianfar, Y. Orooji, A. Khataee, C. Mei, E. Salahi, and T. Ebadzadeh, Taguchi Design for Optimization of Structural and Mechanical Properties of Hydroxyapatite-Alumina-Titanium Nanocomposite, Ceram Int., 2019, 45(8), p 10097–10105. https://doi.org/10.1016/j.ceramint.2019.02.05610.1016/j.ceramint.2019.02.056 ↗
26. Ş Emine, Investigation of Mechanical properties of Cu/Mo-SiCp Composites Produced with P/M, and Their Wear Behaviour with the Taguchi Method, Ceram. Int., 2021, 47(18), p 25910–25920. https://doi.org/10.1016/j.ceramint.2021.05.32210.1016/j.ceramint.2021.05.322 ↗
27. S. Hanish Anand, N. Venkateshwaran, J.V.S.P. Kumar, D. Kumar, C.R. Kumar, and T. Maridurai, (2021) Optimization of Aging, Coating Temperature and Reinforcement Ratio on Biosilica Toughened in-situ Al-TiB2 Metal Matrix Composite: A Taguchi Grey Relational Approach, SILICON, 2022, 14(3), p 4337–4347. https://doi.org/10.1007/s12633-021-01232-y10.1007/s12633-021-01232-y ↗
28. H. Salam, Y. Dong, A. Davies, and A. Pramanik, Optimization of Material Formulation and Processing Parameters in Relation to Mechanical Properties of Bioepoxy/clay Nanocomposites Using Taguchi Design of Experiments, J. Appl. Polym. Sci., 2018, 135(5), p 45769. https://doi.org/10.1002/app.4576910.1002/app.45769 ↗
29. M. Tally and Y. Atassi, Optimized Synthesis and Swelling Properties of a pH-Sensitive Semi-IPN Superabsorbent Polymer Based on Sodium Alginate-g-Poly(Acrylic Acid-Co-Acrylamide) and Polyvinylpyrrolidone and Obtained via Microwave Irradiation, J. Polym. Res., 2015, 22, p 181. https://doi.org/10.1007/s10965-015-0822-310.1007/s10965-015-0822-3 ↗
30. J. Dominik and J. Stiernstedt, Investigation of High Temperature Co-Fired Ceramics Sintering Conditions using Taguchi Design of the Experiment, Ceram. Int. Part B., 2014, 40(7), p 10447–10455. https://doi.org/10.1016/j.ceramint.2014.03.01510.1016/j.ceramint.2014.03.015 ↗
31. A. Faci, S. Benterki, M. Fatmi, I.S. Ahmed, and B. Barka, Effects of Mass and Size of Sand Grains on the Physical Properties of Eroded Glass, Pramana J. Phys., 2022, 96, p 63. https://doi.org/10.1007/s12043-022-02306-110.1007/s12043-022-02306-1 ↗