Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon
This study reports the use of Taguchi and Box-Behnken designs for minimising surface roughness in precision grinding of silicon using resin-bonded diamond mounted wheels. Taguchi method was used to study the effect and optimisation of grinding parameters while Box-Behnken method was utilised to dev...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Inderscience Enterprises Ltd
2011
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/3278/ http://irep.iium.edu.my/3278/ http://irep.iium.edu.my/3278/1/Application_of_Tagchi_and_Box_Benhken_Designs.pdf |
| id |
iium-3278 |
|---|---|
| recordtype |
eprints |
| spelling |
iium-32782011-10-24T06:38:57Z http://irep.iium.edu.my/3278/ Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon Alao, Abdul-Raheed Konneh, Mohamed TJ Mechanical engineering and machinery This study reports the use of Taguchi and Box-Behnken designs for minimising surface roughness in precision grinding of silicon using resin-bonded diamond mounted wheels. Taguchi method was used to study the effect and optimisation of grinding parameters while Box-Behnken method was utilised to develop a mathematical model relating the average surface roughness to the grinding parameters, depth of cut, feed rate and spindle speed. An orthogonal array (OA), the signal-to-noise (S/N) ratio, and the analysis of variance were employed to find the minimal surface roughness. Confirmation tests were carried out in order to illustrate the effectiveness of the Taguchi method. The results show that feed rate mostly affected the surface roughness.The predicted surface roughness (Ra) of 34 nm was in agreement with the confirmation tests. Massive ductile-streaked surface was also found corresponding to the minimal surface finish determined from the optimal levels. A second-order model has also been established between the grinding variables and the surface roughness. The model is adequate to navigate the design space Inderscience Enterprises Ltd 2011 Article PeerReviewed application/pdf en http://irep.iium.edu.my/3278/1/Application_of_Tagchi_and_Box_Benhken_Designs.pdf Alao, Abdul-Raheed and Konneh, Mohamed (2011) Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon. International Journal of Precision Technology, 2 (1). pp. 21-38. ISSN 1755-2079 (O), 1755-2060 (P) http://www.inderscience.com/search/index.php?action=record&rec_id=38107&prevQuery=&ps=10&m=or |
| repository_type |
Digital Repository |
| institution_category |
Local University |
| institution |
International Islamic University Malaysia |
| building |
IIUM Repository |
| collection |
Online Access |
| language |
English |
| topic |
TJ Mechanical engineering and machinery |
| spellingShingle |
TJ Mechanical engineering and machinery Alao, Abdul-Raheed Konneh, Mohamed Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| description |
This study reports the use of Taguchi and Box-Behnken designs for minimising surface roughness in precision grinding of silicon using resin-bonded diamond mounted wheels. Taguchi method was used to study the
effect and optimisation of grinding parameters while Box-Behnken method was utilised to develop a mathematical model relating the average surface roughness to the grinding parameters, depth of cut, feed rate and spindle speed.
An orthogonal array (OA), the signal-to-noise (S/N) ratio, and the analysis of variance were employed to find the minimal surface roughness. Confirmation tests were carried out in order to illustrate the effectiveness of the Taguchi method. The results show that feed rate mostly affected the surface roughness.The predicted surface roughness (Ra) of 34 nm was in agreement with the confirmation tests. Massive ductile-streaked surface was also found corresponding to the minimal surface finish determined from the optimal levels. A second-order model has also been established between the grinding variables and the surface roughness. The model is adequate to navigate the design space |
| format |
Article |
| author |
Alao, Abdul-Raheed Konneh, Mohamed |
| author_facet |
Alao, Abdul-Raheed Konneh, Mohamed |
| author_sort |
Alao, Abdul-Raheed |
| title |
Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| title_short |
Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| title_full |
Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| title_fullStr |
Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| title_full_unstemmed |
Application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| title_sort |
application of taguchi and box-behnken designs for surface roughness in precision grinding of silicon |
| publisher |
Inderscience Enterprises Ltd |
| publishDate |
2011 |
| url |
http://irep.iium.edu.my/3278/ http://irep.iium.edu.my/3278/ http://irep.iium.edu.my/3278/1/Application_of_Tagchi_and_Box_Benhken_Designs.pdf |
| first_indexed |
2023-09-18T20:11:03Z |
| last_indexed |
2023-09-18T20:11:03Z |
| _version_ |
1777407479981801472 |