Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization
In this review chapter, the authors presented a systematic exposition to the concept of Response Surface Methodology (RSM) for applications by Scientists, Engineers, Technologists and Industries. (RSM) is an empirical model which employs the use of mathematical and statistical techniques in relating...
Guardado en:
| Autores principales: | , , , , , |
|---|---|
| Formato: | Capítulo de libro |
| Lenguaje: | inglés |
| Publicado: |
IntechOpen
2022
|
| Materias: | |
| Acceso en línea: | https://www.intechopen.com/chapters/83621 |
| Etiquetas: |
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1879164802553610240 |
|---|---|
| author | Lamidi, Sheriff Olaleye, Nurudeen Bankole, Yakub Obalola, Aishat Aribike, Emmanuella Adigun, Idris |
| author_browse | Adigun, Idris Aribike, Emmanuella Bankole, Yakub Lamidi, Sheriff Obalola, Aishat Olaleye, Nurudeen |
| author_facet | Lamidi, Sheriff Olaleye, Nurudeen Bankole, Yakub Obalola, Aishat Aribike, Emmanuella Adigun, Idris |
| author_sort | Lamidi, Sheriff |
| building | IntechOpen |
| collection | Acceso abierto |
| description | In this review chapter, the authors presented a systematic exposition to the concept of Response Surface Methodology (RSM) for applications by Scientists, Engineers, Technologists and Industries. (RSM) is an empirical model which employs the use of mathematical and statistical techniques in relating input variables otherwise known as factors to the response. RSM became very useful due to the fact that other methods available such as the theoretical model could be very cumbersome to use, time-consuming, inefficient, error prone and unreliable. In order to draw meaningful conclusions and findings, an experiment is required. In an effort to obtain an objective conclusion (between the factors and the response), an experimenter needs to plan and design the experiments, and analyze the results. An approximation of the response in relation to the variables is otherwise known as RSM. This chapter reviews RSM concept for easy understanding and adoption by researchers. In section 2.0, the various terminologies used in RSM were defined. In section 3.0, RSM design types were highlighted and RSM research phases exposed in section 4.0. Section 8.0 gave some scenario applications of RSM in various fields and section 9.0 defined the RSM research cycle process. General applications and conclusions stated. |
| doi_str_mv | 10.5772/intechopen.106763 |
| first_indexed | 2026-10-15T21:40:07Z |
| format | Book Chapter |
| fullrecord | <oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><identifier>intech-83621</identifier><datestamp>2022-09-16</datestamp>
<dc:title>Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization</dc:title>
<dc:creator>Sheriff Lamidi</dc:creator>
<dc:creator>Nurudeen Olaleye</dc:creator>
<dc:creator>Yakub Bankole</dc:creator>
<dc:creator>Aishat Obalola</dc:creator>
<dc:creator>Emmanuella Aribike</dc:creator>
<dc:creator>Idris Adigun</dc:creator>
<dc:subject>Physical Sciences, Engineering and Technology</dc:subject>
<dc:description>In this review chapter, the authors presented a systematic exposition to the concept of Response Surface Methodology (RSM) for applications by Scientists, Engineers, Technologists and Industries. (RSM) is an empirical model which employs the use of mathematical and statistical techniques in relating input variables otherwise known as factors to the response. RSM became very useful due to the fact that other methods available such as the theoretical model could be very cumbersome to use, time-consuming, inefficient, error prone and unreliable. In order to draw meaningful conclusions and findings, an experiment is required. In an effort to obtain an objective conclusion (between the factors and the response), an experimenter needs to plan and design the experiments, and analyze the results. An approximation of the response in relation to the variables is otherwise known as RSM. This chapter reviews RSM concept for easy understanding and adoption by researchers. In section 2.0, the various terminologies used in RSM were defined. In section 3.0, RSM design types were highlighted and RSM research phases exposed in section 4.0. Section 8.0 gave some scenario applications of RSM in various fields and section 9.0 defined the RSM research cycle process. General applications and conclusions stated.</dc:description>
<dc:publisher>IntechOpen</dc:publisher>
<dc:date>2022-09-16</dc:date>
<dc:type>Chapter, Part Of Book</dc:type>
<dc:identifier>https://www.intechopen.com/chapters/83621</dc:identifier>
<dc:identifier>doi:10.5772/intechopen.106763</dc:identifier>
<dc:language>en</dc:language>
<dc:relation>ISBN:978-1-83880-288-2</dc:relation>
<dc:rights>https://creativecommons.org/licenses/by/3.0/</dc:rights>
<dc:source>https://www.intechopen.com/books/11952 ; Response Surface Methodology - Research Advances and Applications</dc:source>
</oai_dc:dc> |
| id | intech-83621 |
| institution | IntechOpen |
| isbn | 978-1-83880-288-2 |
| language | English |
| last_indexed | 2026-10-15T21:40:07Z |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | oai_dc |
| spelling | intech-836212022-09-16 Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization Sheriff Lamidi Nurudeen Olaleye Yakub Bankole Aishat Obalola Emmanuella Aribike Idris Adigun Physical Sciences, Engineering and Technology In this review chapter, the authors presented a systematic exposition to the concept of Response Surface Methodology (RSM) for applications by Scientists, Engineers, Technologists and Industries. (RSM) is an empirical model which employs the use of mathematical and statistical techniques in relating input variables otherwise known as factors to the response. RSM became very useful due to the fact that other methods available such as the theoretical model could be very cumbersome to use, time-consuming, inefficient, error prone and unreliable. In order to draw meaningful conclusions and findings, an experiment is required. In an effort to obtain an objective conclusion (between the factors and the response), an experimenter needs to plan and design the experiments, and analyze the results. An approximation of the response in relation to the variables is otherwise known as RSM. This chapter reviews RSM concept for easy understanding and adoption by researchers. In section 2.0, the various terminologies used in RSM were defined. In section 3.0, RSM design types were highlighted and RSM research phases exposed in section 4.0. Section 8.0 gave some scenario applications of RSM in various fields and section 9.0 defined the RSM research cycle process. General applications and conclusions stated. IntechOpen 2022-09-16 Chapter, Part Of Book https://www.intechopen.com/chapters/83621 doi:10.5772/intechopen.106763 en ISBN:978-1-83880-288-2 https://creativecommons.org/licenses/by/3.0/ https://www.intechopen.com/books/11952 ; Response Surface Methodology - Research Advances and Applications |
| spellingShingle | Physical Sciences, Engineering and Technology Lamidi, Sheriff Olaleye, Nurudeen Bankole, Yakub Obalola, Aishat Aribike, Emmanuella Adigun, Idris Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization |
| title | Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization |
| title_full | Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization |
| title_fullStr | Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization |
| title_full_unstemmed | Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization |
| title_short | Applications of Response Surface Methodology (RSM) in Product Design, Development, and Process Optimization |
| title_sort | applications of response surface methodology rsm in product design development and process optimization |
| topic | Physical Sciences, Engineering and Technology |
| url | https://www.intechopen.com/chapters/83621 |
| work_keys_str_mv | AT lamidisheriff applicationsofresponsesurfacemethodologyrsminproductdesigndevelopmentandprocessoptimization AT olaleyenurudeen applicationsofresponsesurfacemethodologyrsminproductdesigndevelopmentandprocessoptimization AT bankoleyakub applicationsofresponsesurfacemethodologyrsminproductdesigndevelopmentandprocessoptimization AT obalolaaishat applicationsofresponsesurfacemethodologyrsminproductdesigndevelopmentandprocessoptimization AT aribikeemmanuella applicationsofresponsesurfacemethodologyrsminproductdesigndevelopmentandprocessoptimization AT adigunidris applicationsofresponsesurfacemethodologyrsminproductdesigndevelopmentandprocessoptimization |