Comparison of Design of Experiments via Traditional and Taguchi Method
This paper presents a case study on comparison of Design of Experiments (DOE) via traditional and Taguchi methods in terms of efficiency. First, a three-level, four-parameter, full factorial DOE was conducted for finding the effects of machining parameters on the surface roughness (arithmetic averag...
| Main Authors: | , |
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| Format: | Journal Article |
| Published: |
World Scientific Publishing Co. Pte Ltd
2016
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| Online Access: | http://hdl.handle.net/20.500.11937/51767 |
| _version_ | 1848758765431554048 |
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| author | Islam, Mohammad Nazrul Pramanik, Alokesh |
| author_facet | Islam, Mohammad Nazrul Pramanik, Alokesh |
| author_sort | Islam, Mohammad Nazrul |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | This paper presents a case study on comparison of Design of Experiments (DOE) via traditional and Taguchi methods in terms of efficiency. First, a three-level, four-parameter, full factorial DOE was conducted for finding the effects of machining parameters on the surface roughness (arithmetic average) of parts produced by turning operation. The results were analyzed applying average response, Taguchi's S/N ratio, and Pareto ANOVA. Subsequently, the same data was analyzed applying Taguchi's L9 orthogonal array. The comparison of two results revealed that despite an 88.9% savings of experimental runs with the Taguchi method, both methods produced similar results. |
| first_indexed | 2025-11-14T09:49:11Z |
| format | Journal Article |
| id | curtin-20.500.11937-51767 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:49:11Z |
| publishDate | 2016 |
| publisher | World Scientific Publishing Co. Pte Ltd |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-517672019-02-19T04:27:41Z Comparison of Design of Experiments via Traditional and Taguchi Method Islam, Mohammad Nazrul Pramanik, Alokesh This paper presents a case study on comparison of Design of Experiments (DOE) via traditional and Taguchi methods in terms of efficiency. First, a three-level, four-parameter, full factorial DOE was conducted for finding the effects of machining parameters on the surface roughness (arithmetic average) of parts produced by turning operation. The results were analyzed applying average response, Taguchi's S/N ratio, and Pareto ANOVA. Subsequently, the same data was analyzed applying Taguchi's L9 orthogonal array. The comparison of two results revealed that despite an 88.9% savings of experimental runs with the Taguchi method, both methods produced similar results. 2016 Journal Article http://hdl.handle.net/20.500.11937/51767 10.1142/S0219686716500116 World Scientific Publishing Co. Pte Ltd fulltext |
| spellingShingle | Islam, Mohammad Nazrul Pramanik, Alokesh Comparison of Design of Experiments via Traditional and Taguchi Method |
| title | Comparison of Design of Experiments via Traditional and Taguchi Method |
| title_full | Comparison of Design of Experiments via Traditional and Taguchi Method |
| title_fullStr | Comparison of Design of Experiments via Traditional and Taguchi Method |
| title_full_unstemmed | Comparison of Design of Experiments via Traditional and Taguchi Method |
| title_short | Comparison of Design of Experiments via Traditional and Taguchi Method |
| title_sort | comparison of design of experiments via traditional and taguchi method |
| url | http://hdl.handle.net/20.500.11937/51767 |