Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs

Detalhes bibliográficos
Autor(a) principal: Kumar, Dinesh
Data de Publicação: 2021
Outros Autores: Gomes, Tiago [UNESP], Misra, Neeraj Kumar, Sahu, Anil Kumar, Kettle, J.
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.matpr.2021.02.710
http://hdl.handle.net/11449/222227
Resumo: This study applies the Taguchi orthogonal array (OA) to improve and optimize the performance of ZnO thin-film transistors (TFT). Radiofrequency (RF) sputtering method was used to deposit the active layer of TFTs. The annealing temperature, environmental conditions, sputter rate, and thin-film thickness were the parameters whose impact on output parameters like mobility was analyzed in the process optimization using design of experiment (DOE). The ZnO TFTs show state-of-the-art performance features, including high saturation mobility (0.83c), high Ion/Ioffratio (104). The optimal configuration was found to be high annealing temperature 450 °C under N2atmosphere, low sputter rate. This paper presents a method that can empower the fast optimization of metal oxide TFTs for future developments in the manufacturing process. If a full factorial design had been implemented, 64 tests would have been necessary, however in this work, we have reduced the number of tests to 9 only using Taguchi method.
id UNSP_a871a48cbd9284a6b57aa486c4757a4e
oai_identifier_str oai:repositorio.unesp.br:11449/222227
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTsMetal oxideMobilityOptimizationTaguchi Orthogonal Array (OA)ZnO TFTsThis study applies the Taguchi orthogonal array (OA) to improve and optimize the performance of ZnO thin-film transistors (TFT). Radiofrequency (RF) sputtering method was used to deposit the active layer of TFTs. The annealing temperature, environmental conditions, sputter rate, and thin-film thickness were the parameters whose impact on output parameters like mobility was analyzed in the process optimization using design of experiment (DOE). The ZnO TFTs show state-of-the-art performance features, including high saturation mobility (0.83c), high Ion/Ioffratio (104). The optimal configuration was found to be high annealing temperature 450 °C under N2atmosphere, low sputter rate. This paper presents a method that can empower the fast optimization of metal oxide TFTs for future developments in the manufacturing process. If a full factorial design had been implemented, 64 tests would have been necessary, however in this work, we have reduced the number of tests to 9 only using Taguchi method.Department of Electronics and Communication Engineering Bharat Institute of Engineering and Technology, TelanganaSchool of Electronics Bangor University, BangorSão Paulo State University (Unesp) Institute of Geosciences and Exact SciencesJames Watt School of Engineering University of GlasgowSão Paulo State University (Unesp) Institute of Geosciences and Exact SciencesBharat Institute of Engineering and TechnologyBangor UniversityUniversidade Estadual Paulista (UNESP)University of GlasgowKumar, DineshGomes, Tiago [UNESP]Misra, Neeraj KumarSahu, Anil KumarKettle, J.2022-04-28T19:43:30Z2022-04-28T19:43:30Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject5757-5760http://dx.doi.org/10.1016/j.matpr.2021.02.710Materials Today: Proceedings, v. 46, p. 5757-5760.2214-7853http://hdl.handle.net/11449/22222710.1016/j.matpr.2021.02.7102-s2.0-85112676655Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengMaterials Today: Proceedingsinfo:eu-repo/semantics/openAccess2022-04-28T19:43:30Zoai:repositorio.unesp.br:11449/222227Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-28T19:43:30Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
title Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
spellingShingle Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
Kumar, Dinesh
Metal oxide
Mobility
Optimization
Taguchi Orthogonal Array (OA)
ZnO TFTs
title_short Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
title_full Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
title_fullStr Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
title_full_unstemmed Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
title_sort Application of Taguchi arrays using DOE for optimizing processing and understanding sputtered coated ZnO TFTs
author Kumar, Dinesh
author_facet Kumar, Dinesh
Gomes, Tiago [UNESP]
Misra, Neeraj Kumar
Sahu, Anil Kumar
Kettle, J.
author_role author
author2 Gomes, Tiago [UNESP]
Misra, Neeraj Kumar
Sahu, Anil Kumar
Kettle, J.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Bharat Institute of Engineering and Technology
Bangor University
Universidade Estadual Paulista (UNESP)
University of Glasgow
dc.contributor.author.fl_str_mv Kumar, Dinesh
Gomes, Tiago [UNESP]
Misra, Neeraj Kumar
Sahu, Anil Kumar
Kettle, J.
dc.subject.por.fl_str_mv Metal oxide
Mobility
Optimization
Taguchi Orthogonal Array (OA)
ZnO TFTs
topic Metal oxide
Mobility
Optimization
Taguchi Orthogonal Array (OA)
ZnO TFTs
description This study applies the Taguchi orthogonal array (OA) to improve and optimize the performance of ZnO thin-film transistors (TFT). Radiofrequency (RF) sputtering method was used to deposit the active layer of TFTs. The annealing temperature, environmental conditions, sputter rate, and thin-film thickness were the parameters whose impact on output parameters like mobility was analyzed in the process optimization using design of experiment (DOE). The ZnO TFTs show state-of-the-art performance features, including high saturation mobility (0.83c), high Ion/Ioffratio (104). The optimal configuration was found to be high annealing temperature 450 °C under N2atmosphere, low sputter rate. This paper presents a method that can empower the fast optimization of metal oxide TFTs for future developments in the manufacturing process. If a full factorial design had been implemented, 64 tests would have been necessary, however in this work, we have reduced the number of tests to 9 only using Taguchi method.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
2022-04-28T19:43:30Z
2022-04-28T19:43:30Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.matpr.2021.02.710
Materials Today: Proceedings, v. 46, p. 5757-5760.
2214-7853
http://hdl.handle.net/11449/222227
10.1016/j.matpr.2021.02.710
2-s2.0-85112676655
url http://dx.doi.org/10.1016/j.matpr.2021.02.710
http://hdl.handle.net/11449/222227
identifier_str_mv Materials Today: Proceedings, v. 46, p. 5757-5760.
2214-7853
10.1016/j.matpr.2021.02.710
2-s2.0-85112676655
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Materials Today: Proceedings
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 5757-5760
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1799964881728831488