Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design

Taguchi method is a statistical approach to optimize the design parameters and improve the performance at a low cost. In this paper, Taguchi method is used as an attempt to analyze and optimize the Microring Resonators (MRRs) design, a multiple application device in optical communication systems. T...

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Main Authors: Hazura, Haroon, Hanim, Abdul Razak, Nurul Nadia, Abd Aziz
Format: Article
Language:English
Published: Asian Research Publishing Network (ARPN) 2016
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Online Access:http://eprints.utem.edu.my/id/eprint/16987/2/jeas_0316_3783%20%281%29.pdf
http://eprints.utem.edu.my/id/eprint/16987/
http://www.arpnjournals.org/jeas/research_papers/rp_2016/jeas_0316_3783.pdf
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Institution: Universiti Teknikal Malaysia Melaka
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spelling my.utem.eprints.169872021-09-07T09:31:27Z http://eprints.utem.edu.my/id/eprint/16987/ Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design Hazura, Haroon Hanim, Abdul Razak Nurul Nadia, Abd Aziz T Technology (General) Taguchi method is a statistical approach to optimize the design parameters and improve the performance at a low cost. In this paper, Taguchi method is used as an attempt to analyze and optimize the Microring Resonators (MRRs) design, a multiple application device in optical communication systems. The silicon-on-insulator (SOI) wafer was selected as the medium of waveguide construction, with four control factors considered, namely width of rings and channels, radii of the microring, upper rib waveguide height and gap size. The analysis of variance (ANOVA) was adopted to analyze significant trends occurring on the Quality Factor (Q) and insertion loss (IL) performances under different sets of control factor combinations. Optimum parameter values were obtained and the confirmation experiments were also carried out. Upon optimization, the Q value improved to 1550 from 786 and IL decreased to 0.03 dB from 0.27 dB. It is verified via Taguchi analysis that not only the design constraints of the Microring Resonator can be identified, the performance of the design can be enhanced as well. Asian Research Publishing Network (ARPN) 2016-03 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/16987/2/jeas_0316_3783%20%281%29.pdf Hazura, Haroon and Hanim, Abdul Razak and Nurul Nadia, Abd Aziz (2016) Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design. ARPN Journal Of Engineering And Applied Sciences, 11 (5). pp. 3212-3216. ISSN 1819-6608 http://www.arpnjournals.org/jeas/research_papers/rp_2016/jeas_0316_3783.pdf
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Hazura, Haroon
Hanim, Abdul Razak
Nurul Nadia, Abd Aziz
Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design
description Taguchi method is a statistical approach to optimize the design parameters and improve the performance at a low cost. In this paper, Taguchi method is used as an attempt to analyze and optimize the Microring Resonators (MRRs) design, a multiple application device in optical communication systems. The silicon-on-insulator (SOI) wafer was selected as the medium of waveguide construction, with four control factors considered, namely width of rings and channels, radii of the microring, upper rib waveguide height and gap size. The analysis of variance (ANOVA) was adopted to analyze significant trends occurring on the Quality Factor (Q) and insertion loss (IL) performances under different sets of control factor combinations. Optimum parameter values were obtained and the confirmation experiments were also carried out. Upon optimization, the Q value improved to 1550 from 786 and IL decreased to 0.03 dB from 0.27 dB. It is verified via Taguchi analysis that not only the design constraints of the Microring Resonator can be identified, the performance of the design can be enhanced as well.
format Article
author Hazura, Haroon
Hanim, Abdul Razak
Nurul Nadia, Abd Aziz
author_facet Hazura, Haroon
Hanim, Abdul Razak
Nurul Nadia, Abd Aziz
author_sort Hazura, Haroon
title Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design
title_short Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design
title_full Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design
title_fullStr Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design
title_full_unstemmed Performance Enhancement Of Optical Microring Resonator Using Taguchi Method Experimental Design
title_sort performance enhancement of optical microring resonator using taguchi method experimental design
publisher Asian Research Publishing Network (ARPN)
publishDate 2016
url http://eprints.utem.edu.my/id/eprint/16987/2/jeas_0316_3783%20%281%29.pdf
http://eprints.utem.edu.my/id/eprint/16987/
http://www.arpnjournals.org/jeas/research_papers/rp_2016/jeas_0316_3783.pdf
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