Optimization using Mahalanobis-Taguchi System for inductor component
The fourth industrial revolution (IR 4.0) is built upon the digital revolution where technology and people are connected. It does not just present modern techniques for supporting aspects within industry but cover as well the sustainability. Thus, it is very important for electric and electronic (E&...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IOP Publishing
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/28728/1/publication5-RDU190156.pdf |
| _version_ | 1825813405119807488 |
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| author | Mohd Yazid, Abu F.L.M., Safeiee |
| author_facet | Mohd Yazid, Abu F.L.M., Safeiee |
| author_sort | Mohd Yazid, Abu |
| collection | UMP |
| description | The fourth industrial revolution (IR 4.0) is built upon the digital revolution where technology and people are connected. It does not just present modern techniques for supporting aspects within industry but cover as well the sustainability. Thus, it is very important for electric and electronic (E&E) industry to develop a new technique for a better quality evaluation of product. The aim of this work is to apply Mahalanobis-Taguchi System (MTS) in production environment at E&E industry for a better quality evaluation. MTS is used to classify normal and abnormal observations and optimize various parameters in workstation to produce a better quality product. This work found that positive gain through signal to ratio (SNR) indicated the quality of system still in good condition from February with 0.1244 until December with 0.4432 after insignificant variable have been removed. This work also suggested condition of core should be removed since the variable does not contribute to the system along 2018. Meanwhile, some variables are showed inconsistency of significant to the system such as wire condition, epoxy condition, lead part condition and soldering condition. This concluded that MTS is a practical method for classification and optimization in the industry. |
| first_indexed | 2024-03-06T12:43:31Z |
| format | Conference or Workshop Item |
| id | UMPir28728 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:43:31Z |
| publishDate | 2020 |
| publisher | IOP Publishing |
| record_format | dspace |
| spelling | UMPir287282021-02-03T03:53:09Z http://umpir.ump.edu.my/id/eprint/28728/ Optimization using Mahalanobis-Taguchi System for inductor component Mohd Yazid, Abu F.L.M., Safeiee TS Manufactures The fourth industrial revolution (IR 4.0) is built upon the digital revolution where technology and people are connected. It does not just present modern techniques for supporting aspects within industry but cover as well the sustainability. Thus, it is very important for electric and electronic (E&E) industry to develop a new technique for a better quality evaluation of product. The aim of this work is to apply Mahalanobis-Taguchi System (MTS) in production environment at E&E industry for a better quality evaluation. MTS is used to classify normal and abnormal observations and optimize various parameters in workstation to produce a better quality product. This work found that positive gain through signal to ratio (SNR) indicated the quality of system still in good condition from February with 0.1244 until December with 0.4432 after insignificant variable have been removed. This work also suggested condition of core should be removed since the variable does not contribute to the system along 2018. Meanwhile, some variables are showed inconsistency of significant to the system such as wire condition, epoxy condition, lead part condition and soldering condition. This concluded that MTS is a practical method for classification and optimization in the industry. IOP Publishing 2020-06 Conference or Workshop Item PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/28728/1/publication5-RDU190156.pdf Mohd Yazid, Abu and F.L.M., Safeiee (2020) Optimization using Mahalanobis-Taguchi System for inductor component. In: Journal of Physics: Conference Series, The 2nd Joint International Conference on Emerging Computing Technology and Sports (JICETS 2019) , 25-27 November 2019 , Bandung, Indonesia. pp. 1-7., 1529 (052045). ISSN 1742-6588 (Published) https://doi.org/10.1088/1742-6596/1529/5/052045 |
| spellingShingle | TS Manufactures Mohd Yazid, Abu F.L.M., Safeiee Optimization using Mahalanobis-Taguchi System for inductor component |
| title | Optimization using Mahalanobis-Taguchi System for inductor component |
| title_full | Optimization using Mahalanobis-Taguchi System for inductor component |
| title_fullStr | Optimization using Mahalanobis-Taguchi System for inductor component |
| title_full_unstemmed | Optimization using Mahalanobis-Taguchi System for inductor component |
| title_short | Optimization using Mahalanobis-Taguchi System for inductor component |
| title_sort | optimization using mahalanobis taguchi system for inductor component |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/28728/1/publication5-RDU190156.pdf |
| work_keys_str_mv | AT mohdyazidabu optimizationusingmahalanobistaguchisystemforinductorcomponent AT flmsafeiee optimizationusingmahalanobistaguchisystemforinductorcomponent |