Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks
In this paper, process conditions of epoxy dispensing processes are determined by the proposed genetic algorithm based neural fuzzy networks, which consists of two tasks: a) the approach of neural fuzzy networks, which was shown to be better than the other existing approaches, is proposed to develop...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Conference Paper |
| Published: |
IEEE
2011
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/32323 |
| _version_ | 1848753630340972544 |
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| author | Chan, Kit Yan Ling, S. Dillon, Tharam Kwong, C. |
| author2 | Chin-Teng Lin |
| author_facet | Chin-Teng Lin Chan, Kit Yan Ling, S. Dillon, Tharam Kwong, C. |
| author_sort | Chan, Kit Yan |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this paper, process conditions of epoxy dispensing processes are determined by the proposed genetic algorithm based neural fuzzy networks, which consists of two tasks: a) the approach of neural fuzzy networks, which was shown to be better than the other existing approaches, is proposed to develop models in relating between process parameters and quality characteristics for the epoxy dispensing processes; b) the approach of genetic algorithm is used to determine process parameters with respect to pre-defined quality requirements based on the developed neural fuzzy network models. The results indicate that, based on the proposed genetic algorithm based neural fuzzy network, estimated process parameters can achieve specified requirements of microchip encapsulations with high and robust qualities. |
| first_indexed | 2025-11-14T08:27:34Z |
| format | Conference Paper |
| id | curtin-20.500.11937-32323 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T08:27:34Z |
| publishDate | 2011 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-323232023-01-27T05:52:09Z Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks Chan, Kit Yan Ling, S. Dillon, Tharam Kwong, C. Chin-Teng Lin Yau-Huang Kuo neural fuzzy networks Epoxy dispensing process microchip encapsulation In this paper, process conditions of epoxy dispensing processes are determined by the proposed genetic algorithm based neural fuzzy networks, which consists of two tasks: a) the approach of neural fuzzy networks, which was shown to be better than the other existing approaches, is proposed to develop models in relating between process parameters and quality characteristics for the epoxy dispensing processes; b) the approach of genetic algorithm is used to determine process parameters with respect to pre-defined quality requirements based on the developed neural fuzzy network models. The results indicate that, based on the proposed genetic algorithm based neural fuzzy network, estimated process parameters can achieve specified requirements of microchip encapsulations with high and robust qualities. 2011 Conference Paper http://hdl.handle.net/20.500.11937/32323 10.1109/FUZZY.2011.6007321 IEEE restricted |
| spellingShingle | neural fuzzy networks Epoxy dispensing process microchip encapsulation Chan, Kit Yan Ling, S. Dillon, Tharam Kwong, C. Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| title | Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| title_full | Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| title_fullStr | Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| title_full_unstemmed | Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| title_short | Determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| title_sort | determination of process conditions of epoxy dispensing processes using a genetic algorithm based neural fuzzy networks |
| topic | neural fuzzy networks Epoxy dispensing process microchip encapsulation |
| url | http://hdl.handle.net/20.500.11937/32323 |