Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Hsu, CM | en_US |
dc.contributor.author | Su, CT | en_US |
dc.contributor.author | Liao, D | en_US |
dc.date.accessioned | 2014-12-08T15:39:05Z | - |
dc.date.available | 2014-12-08T15:39:05Z | - |
dc.date.issued | 2004-06-01 | en_US |
dc.identifier.issn | 0268-3768 | en_US |
dc.identifier.uri | http://hdl.handle.net/11536/26725 | - |
dc.description.abstract | This study presents an integrated procedure using neural networks and exponential desirability functions to resolve multi-response parameter design problems. The proposed procedure is illustrated through optimising the parameter settings in the fused bi-conic taper process to improve the performance and reliability of the 1% (1/99) single-window broadband tap coupler. The proposed solution procedure was implemented on a Taiwanese manufacturer of fibre optic passive components and the implementation results demonstrated its practicability and effectiveness. A pilot run of the fused process revealed that the average defect rate was reduced to just 2.5%, from a previous level of more than 35%. Annual savings from implementing the proposed procedure are expected to exceed 0.5-1.0 million US dollars. This investigation has been extensively and successfully applied to develop optimal fuse parameters for other coupling ratio tap couplers. | en_US |
dc.language.iso | en_US | en_US |
dc.subject | parameter design | en_US |
dc.subject | multi-response problem | en_US |
dc.subject | neural network | en_US |
dc.subject | exponential desirability function | en_US |
dc.subject | single-window broadband tap coupler | en_US |
dc.title | Simultaneous optimisation of the broadband tap coupler optical performance based on neural networks and exponential desirability functions | en_US |
dc.type | Article | en_US |
dc.identifier.journal | INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY | en_US |
dc.citation.volume | 23 | en_US |
dc.citation.issue | 11-12 | en_US |
dc.citation.spage | 896 | en_US |
dc.citation.epage | 902 | en_US |
dc.contributor.department | 工業工程與管理學系 | zh_TW |
dc.contributor.department | Department of Industrial Engineering and Management | en_US |
dc.identifier.wosnumber | WOS:000222025700015 | - |
dc.citation.woscount | 11 | - |
Appears in Collections: | Articles |
Files in This Item:
If it is a zip file, please download the file and unzip it, then open index.html in a browser to view the full text content.