Response surface experiments on processes with high variation
Autor(a) principal: | |
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Data de Publicação: | 2006 |
Outros Autores: | |
Tipo de documento: | Capítulo de livro |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1142/9789812774736_0002 http://hdl.handle.net/11449/228153 |
Resumo: | In industries such as food engineering, pharmaceuticals, bioprocessing and agrochemicals the use of biological materials means that, when experiments are being performed, run to run variation is typically higher than in many other engineering applications. This means that some of the smallest response surface designs are inappropriate and the traditional design principles of randomization, replication and blocking are more important. Recent work for response surface experiments of this type are reviewed in this chapter. Topics covered include the choice of run size, three-level designs, including some qualitative factors, arranging designs in various block structures, restricted randomization leading to multi-stratum designs and issues in the analysis of blocked and multistratum designs. |
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Response surface experiments on processes with high variationIn industries such as food engineering, pharmaceuticals, bioprocessing and agrochemicals the use of biological materials means that, when experiments are being performed, run to run variation is typically higher than in many other engineering applications. This means that some of the smallest response surface designs are inappropriate and the traditional design principles of randomization, replication and blocking are more important. Recent work for response surface experiments of this type are reviewed in this chapter. Topics covered include the choice of run size, three-level designs, including some qualitative factors, arranging designs in various block structures, restricted randomization leading to multi-stratum designs and issues in the analysis of blocked and multistratum designs.School of Mathematical Sciences Queen Mary University of London, Mile End RoadDepartamento de Bioestatistica - IB UNESP, CP 510Departamento de Bioestatistica - IB UNESP, CP 510University of LondonUniversidade Estadual Paulista (UNESP)Gilmour, Steven G.Trinca, Luzia A. [UNESP]2022-04-29T07:35:49Z2022-04-29T07:35:49Z2006-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookPart19-46http://dx.doi.org/10.1142/9789812774736_0002Response Surface Methodology and Related Topics, p. 19-46.http://hdl.handle.net/11449/22815310.1142/9789812774736_00022-s2.0-84968911208Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengResponse Surface Methodology and Related Topicsinfo:eu-repo/semantics/openAccess2022-04-29T07:35:49Zoai:repositorio.unesp.br:11449/228153Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T18:37:31.149967Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Response surface experiments on processes with high variation |
title |
Response surface experiments on processes with high variation |
spellingShingle |
Response surface experiments on processes with high variation Gilmour, Steven G. |
title_short |
Response surface experiments on processes with high variation |
title_full |
Response surface experiments on processes with high variation |
title_fullStr |
Response surface experiments on processes with high variation |
title_full_unstemmed |
Response surface experiments on processes with high variation |
title_sort |
Response surface experiments on processes with high variation |
author |
Gilmour, Steven G. |
author_facet |
Gilmour, Steven G. Trinca, Luzia A. [UNESP] |
author_role |
author |
author2 |
Trinca, Luzia A. [UNESP] |
author2_role |
author |
dc.contributor.none.fl_str_mv |
University of London Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Gilmour, Steven G. Trinca, Luzia A. [UNESP] |
description |
In industries such as food engineering, pharmaceuticals, bioprocessing and agrochemicals the use of biological materials means that, when experiments are being performed, run to run variation is typically higher than in many other engineering applications. This means that some of the smallest response surface designs are inappropriate and the traditional design principles of randomization, replication and blocking are more important. Recent work for response surface experiments of this type are reviewed in this chapter. Topics covered include the choice of run size, three-level designs, including some qualitative factors, arranging designs in various block structures, restricted randomization leading to multi-stratum designs and issues in the analysis of blocked and multistratum designs. |
publishDate |
2006 |
dc.date.none.fl_str_mv |
2006-01-01 2022-04-29T07:35:49Z 2022-04-29T07:35:49Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/bookPart |
format |
bookPart |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1142/9789812774736_0002 Response Surface Methodology and Related Topics, p. 19-46. http://hdl.handle.net/11449/228153 10.1142/9789812774736_0002 2-s2.0-84968911208 |
url |
http://dx.doi.org/10.1142/9789812774736_0002 http://hdl.handle.net/11449/228153 |
identifier_str_mv |
Response Surface Methodology and Related Topics, p. 19-46. 10.1142/9789812774736_0002 2-s2.0-84968911208 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Response Surface Methodology and Related Topics |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
19-46 |
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_ |
1808128956688236544 |