Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel
In paint removal operations, one of the major areas of concentration is efficient cleaning, with the objective aiming to effectively remove paint while having as minimal impact as possible on the surface. Conventional cleaning methods, such as chemical and mechanical techniques, are widely utiliz...
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my.iium.irep.1148722024-10-07T07:08:12Z http://irep.iium.edu.my/114872/ Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel Mat Nawi, Mohd Nazir Husin, Hafiz Gebremariam, Mebrahitom Asmelash Kushendarsyah, Saptaji Azhari, Azmir TA174 Engineering design TA213 Engineering machinery, tools, and implements In paint removal operations, one of the major areas of concentration is efficient cleaning, with the objective aiming to effectively remove paint while having as minimal impact as possible on the surface. Conventional cleaning methods, such as chemical and mechanical techniques, are widely utilized for paint removal despite their affordability, but they may face future prohibition due to environmental concerns. Waterjet cleaning is becoming more and more popular as a better cleaning technique that guarantees efficiency while also prioritising environmentally friendly. In the present investigation, a Box–Behnken design of the response surface methodology (RSM) was utilised in order to evaluate the influence that waterjet cleaning parameters had on painted mild steel. This was done so in order to determine the optimal waterjet cleaning parameters. The waterjet cleaning parameters that were selected were pressure, number of passes, and overlap rate. Output responses were considered to be the surface roughness, the material removal rate (MRR), and the cleaning rate. To predict surface roughness (Ra), cleaning efficiency, and material removal rate (MRR), workable empirical models have been created and an analysis of variance (ANOVA) was performed in order to determine the consistency of the results. The empirical models that were created for Ra, cleaning rate, and MRR all exhibit acceptable coefficients of determination and adequate correlations between the responses that were measured and the responses that were anticipated. For each response, a separate desirability function was used, which resulted in the generation of an entirely new set of optimal parameters. Both the anticipated and actual responses for optimised Ra, cleaning rate, and MRR are satisfactory, indicating that the model has a high degree of reliability. It has been demonstrated that the models are capable of accurately predicting the reactions of Ra, cleaning rate, and MRR in the context of the current investigation. The analysis identified that the optimal conditions for effective cleaning with minimal surface damage using abrasive waterjet cleaning are a pressure of 62 MPa, a single pass, and a 25% overlap rate. It is possible to construct a suitable selection of cleaning parameters that can be applied in practical works. Semarak Ilmu Publishing 2024-08-30 Article PeerReviewed application/pdf en http://irep.iium.edu.my/114872/7/114872_%20Investigation%20on%20optimum%20waterjet.pdf application/pdf en http://irep.iium.edu.my/114872/8/114872_%20Investigation%20on%20optimum%20waterjet_Scopus.pdf Mat Nawi, Mohd Nazir and Husin, Hafiz and Gebremariam, Mebrahitom Asmelash and Kushendarsyah, Saptaji and Azhari, Azmir (2024) Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel. Journal of Advanced Research in Fluid Mechanics and Thermal Sciences, 120 (2). pp. 11-28. ISSN 2289-7879 https://semarakilmu.com.my/journals/index.php/fluid_mechanics_thermal_sciences/issue/view/538 https://doi.org/10.37934/arfmts.120.2.1128 |
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TA174 Engineering design TA213 Engineering machinery, tools, and implements Mat Nawi, Mohd Nazir Husin, Hafiz Gebremariam, Mebrahitom Asmelash Kushendarsyah, Saptaji Azhari, Azmir Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
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In paint removal operations, one of the major areas of concentration is efficient cleaning,
with the objective aiming to effectively remove paint while having as minimal impact as
possible on the surface. Conventional cleaning methods, such as chemical and mechanical
techniques, are widely utilized for paint removal despite their affordability, but they may
face future prohibition due to environmental concerns. Waterjet cleaning is becoming
more and more popular as a better cleaning technique that guarantees efficiency while
also prioritising environmentally friendly. In the present investigation, a Box–Behnken
design of the response surface methodology (RSM) was utilised in order to evaluate the
influence that waterjet cleaning parameters had on painted mild steel. This was done so
in order to determine the optimal waterjet cleaning parameters. The waterjet cleaning
parameters that were selected were pressure, number of passes, and overlap rate.
Output responses were considered to be the surface roughness, the material removal
rate (MRR), and the cleaning rate. To predict surface roughness (Ra), cleaning efficiency,
and material removal rate (MRR), workable empirical models have been created and an
analysis of variance (ANOVA) was performed in order to determine the consistency of the
results. The empirical models that were created for Ra, cleaning rate, and MRR all exhibit
acceptable coefficients of determination and adequate correlations between the
responses that were measured and the responses that were anticipated. For each
response, a separate desirability function was used, which resulted in the generation of
an entirely new set of optimal parameters. Both the anticipated and actual responses for
optimised Ra, cleaning rate, and MRR are satisfactory, indicating that the model has a high
degree of reliability. It has been demonstrated that the models are capable of accurately
predicting the reactions of Ra, cleaning rate, and MRR in the context of the current
investigation. The analysis identified that the optimal conditions for effective cleaning
with minimal surface damage using abrasive waterjet cleaning are a pressure of 62 MPa,
a single pass, and a 25% overlap rate. It is possible to construct a suitable selection of
cleaning parameters that can be applied in practical works. |
format |
Article |
author |
Mat Nawi, Mohd Nazir Husin, Hafiz Gebremariam, Mebrahitom Asmelash Kushendarsyah, Saptaji Azhari, Azmir |
author_facet |
Mat Nawi, Mohd Nazir Husin, Hafiz Gebremariam, Mebrahitom Asmelash Kushendarsyah, Saptaji Azhari, Azmir |
author_sort |
Mat Nawi, Mohd Nazir |
title |
Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
title_short |
Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
title_full |
Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
title_fullStr |
Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
title_full_unstemmed |
Investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
title_sort |
investigation on optimum waterjet cleaning parameters for minimum surface impact during paint removal from mild steel |
publisher |
Semarak Ilmu Publishing |
publishDate |
2024 |
url |
http://irep.iium.edu.my/114872/7/114872_%20Investigation%20on%20optimum%20waterjet.pdf http://irep.iium.edu.my/114872/8/114872_%20Investigation%20on%20optimum%20waterjet_Scopus.pdf http://irep.iium.edu.my/114872/ https://semarakilmu.com.my/journals/index.php/fluid_mechanics_thermal_sciences/issue/view/538 https://doi.org/10.37934/arfmts.120.2.1128 |
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