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Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II
Alumina is an advanced ceramic with applications in dental and medical sciences. Since ceramics are hard and brittle, their conventional machining is expensive, arduous, and time-consuming. As rotary ultrasonic machining is among the most adequate and proficient processing techniques for brittle mat...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7084812/ https://www.ncbi.nlm.nih.gov/pubmed/32120812 http://dx.doi.org/10.3390/ma13051059 |
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author | Alkhalefah, Hisham |
author_facet | Alkhalefah, Hisham |
author_sort | Alkhalefah, Hisham |
collection | PubMed |
description | Alumina is an advanced ceramic with applications in dental and medical sciences. Since ceramics are hard and brittle, their conventional machining is expensive, arduous, and time-consuming. As rotary ultrasonic machining is among the most adequate and proficient processing techniques for brittle materials like ceramics. Therefore, in this study, rotary ultrasonic drilling (RUD) has been utilized to drill holes on alumina ceramic (Al(2)O(3)). This study investigates the effect of key RUD process variables, namely vibration frequency, vibration amplitude, spindle speed, and feed rate on the dimensional accuracy of the drilled holes. A four-variable three-level central composite design (thirty experiments on three sample plates) is utilized to examine the comparative significance of different RUD process variables. The multi-objective genetic algorithm is employed to determine the optimal parametric conditions. The findings revealed that material removal rates depend on feed rate, while the cylindricity of the holes is mostly controlled by the speed and feed rate of the spindles. The optimal parametric combination attained for drilling quality holes is speed = 4000 rpm, feed rate = 1.5 (mm/min), amplitude = 20 (µm), and frequency = 23 (kHz). The validation tests were also conducted to confirm the quality of drilled holes at the optimized process parameters. |
format | Online Article Text |
id | pubmed-7084812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70848122020-03-23 Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II Alkhalefah, Hisham Materials (Basel) Article Alumina is an advanced ceramic with applications in dental and medical sciences. Since ceramics are hard and brittle, their conventional machining is expensive, arduous, and time-consuming. As rotary ultrasonic machining is among the most adequate and proficient processing techniques for brittle materials like ceramics. Therefore, in this study, rotary ultrasonic drilling (RUD) has been utilized to drill holes on alumina ceramic (Al(2)O(3)). This study investigates the effect of key RUD process variables, namely vibration frequency, vibration amplitude, spindle speed, and feed rate on the dimensional accuracy of the drilled holes. A four-variable three-level central composite design (thirty experiments on three sample plates) is utilized to examine the comparative significance of different RUD process variables. The multi-objective genetic algorithm is employed to determine the optimal parametric conditions. The findings revealed that material removal rates depend on feed rate, while the cylindricity of the holes is mostly controlled by the speed and feed rate of the spindles. The optimal parametric combination attained for drilling quality holes is speed = 4000 rpm, feed rate = 1.5 (mm/min), amplitude = 20 (µm), and frequency = 23 (kHz). The validation tests were also conducted to confirm the quality of drilled holes at the optimized process parameters. MDPI 2020-02-27 /pmc/articles/PMC7084812/ /pubmed/32120812 http://dx.doi.org/10.3390/ma13051059 Text en © 2020 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Alkhalefah, Hisham Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II |
title | Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II |
title_full | Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II |
title_fullStr | Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II |
title_full_unstemmed | Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II |
title_short | Precise Drilling of Holes in Alumina Ceramic (Al(2)O(3)) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II |
title_sort | precise drilling of holes in alumina ceramic (al(2)o(3)) by rotary ultrasonic drilling and its parameter optimization using moga-ii |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7084812/ https://www.ncbi.nlm.nih.gov/pubmed/32120812 http://dx.doi.org/10.3390/ma13051059 |
work_keys_str_mv | AT alkhalefahhisham precisedrillingofholesinaluminaceramical2o3byrotaryultrasonicdrillinganditsparameteroptimizationusingmogaii |