Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology
To find the optimized levels of various casting parameters in the ductile iron casting, various casting defects and the rejection rate were observed from a medium scale foundry. The controlled values of different casting parameters such as pouring temperature, inoculation, carbon equivalent, moistur...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Foundry Journal Agency
2016-09-01
|
| Series: | China Foundry |
| Subjects: | |
| Online Access: | http://ff.foundryworld.com/uploadfile/2016101358183585.pdf |
| _version_ | 1818754036428439552 |
|---|---|
| author | A. Johnson Santhosh A. R. Lakshmanan |
| author_facet | A. Johnson Santhosh A. R. Lakshmanan |
| author_sort | A. Johnson Santhosh |
| collection | DOAJ |
| description | To find the optimized levels of various casting parameters in the ductile iron casting, various casting defects and the rejection rate were observed from a medium scale foundry. The controlled values of different casting parameters such as pouring temperature, inoculation, carbon equivalent, moisture content, green compression strength, permeability and mould hardness were selected. Three different melts of metal with 0.4wt.%, 0.6wt.%, and 0.8wt.% inoculation (Fe-Si-Mg alloy and post inoculant) were produced using a 1-ton capacity coreless medium frequency induction furnace. L-27 orthogonal array with 3-level settings were chosen for the analysis. Responses for each run were observed. The signal-to-noise (S/N) ratio for each run was calculated using the Taguchi approach, and the optimized levels of different casting parameters were identified based on the S/N ratio. The analysis of variance for the casting acceptance percentage concludes that inoculation is the most significant factor affecting the castings’ quality with a contribution percentage of 44%; an increase in inoculation results in a significant improvement in acceptance percentage of ductile iron castings. The experiment results showed that with the optimized parameters, the rejection rate was reduced from 16.98% to 6.07%. |
| first_indexed | 2024-12-18T05:16:52Z |
| format | Article |
| id | doaj.art-947d9b7df5d5449fa22f1870237fac43 |
| institution | Directory Open Access Journal |
| issn | 1672-6421 1672-6421 |
| language | English |
| last_indexed | 2024-12-18T05:16:52Z |
| publishDate | 2016-09-01 |
| publisher | Foundry Journal Agency |
| record_format | Article |
| series | China Foundry |
| spelling | doaj.art-947d9b7df5d5449fa22f1870237fac432022-12-21T21:19:45ZengFoundry Journal AgencyChina Foundry1672-64211672-64212016-09-0113535236010.1007/s41230-016-5078-yInvestigation of ductile iron casting process parameters using Taguchi approach and response surface methodologyA. Johnson Santhosh0A. R. Lakshmanan1Dept of Mechanical Engineering, PPG Institute of Technology, Coimbatore, IndiaDept of Mechanical Engineering, PSG College of Technology, Coimbatore, IndiaTo find the optimized levels of various casting parameters in the ductile iron casting, various casting defects and the rejection rate were observed from a medium scale foundry. The controlled values of different casting parameters such as pouring temperature, inoculation, carbon equivalent, moisture content, green compression strength, permeability and mould hardness were selected. Three different melts of metal with 0.4wt.%, 0.6wt.%, and 0.8wt.% inoculation (Fe-Si-Mg alloy and post inoculant) were produced using a 1-ton capacity coreless medium frequency induction furnace. L-27 orthogonal array with 3-level settings were chosen for the analysis. Responses for each run were observed. The signal-to-noise (S/N) ratio for each run was calculated using the Taguchi approach, and the optimized levels of different casting parameters were identified based on the S/N ratio. The analysis of variance for the casting acceptance percentage concludes that inoculation is the most significant factor affecting the castings’ quality with a contribution percentage of 44%; an increase in inoculation results in a significant improvement in acceptance percentage of ductile iron castings. The experiment results showed that with the optimized parameters, the rejection rate was reduced from 16.98% to 6.07%.http://ff.foundryworld.com/uploadfile/2016101358183585.pdfoptimized levels; casting parameters; S/N ratio; Taguchi approach; ANOVA; ‘F’-Test |
| spellingShingle | A. Johnson Santhosh A. R. Lakshmanan Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology China Foundry optimized levels; casting parameters; S/N ratio; Taguchi approach; ANOVA; ‘F’-Test |
| title | Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology |
| title_full | Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology |
| title_fullStr | Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology |
| title_full_unstemmed | Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology |
| title_short | Investigation of ductile iron casting process parameters using Taguchi approach and response surface methodology |
| title_sort | investigation of ductile iron casting process parameters using taguchi approach and response surface methodology |
| topic | optimized levels; casting parameters; S/N ratio; Taguchi approach; ANOVA; ‘F’-Test |
| url | http://ff.foundryworld.com/uploadfile/2016101358183585.pdf |
| work_keys_str_mv | AT ajohnsonsanthosh investigationofductileironcastingprocessparametersusingtaguchiapproachandresponsesurfacemethodology AT arlakshmanan investigationofductileironcastingprocessparametersusingtaguchiapproachandresponsesurfacemethodology |