Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview
Abstract This work reviews the application of Analysis of Variance (ANOVA), Design of Experiments (DOE), and Response Surface Methodology (RSM) in heterogeneous catalysis, based on an analysis of recent scientific literature. Heterogeneous catalysis plays a key role in various industries, guiding ch...
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| Format: | Article |
| Language: | English |
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Wiley-VCH
2025-01-01
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| Series: | ChemistryOpen |
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| Online Access: | https://doi.org/10.1002/open.202400148 |
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| author | Carlos Esteban Aristizábal‐Alzate Eva Castillejos‐López Ana Belén Dongil Manuel Romero‐Sáez |
| author_facet | Carlos Esteban Aristizábal‐Alzate Eva Castillejos‐López Ana Belén Dongil Manuel Romero‐Sáez |
| author_sort | Carlos Esteban Aristizábal‐Alzate |
| collection | DOAJ |
| description | Abstract This work reviews the application of Analysis of Variance (ANOVA), Design of Experiments (DOE), and Response Surface Methodology (RSM) in heterogeneous catalysis, based on an analysis of recent scientific literature. Heterogeneous catalysis plays a key role in various industries, guiding chemical reactions, optimizing the performance of different processes and/or prioritizing products, and ANOVA, DOE and RSM are valuable tools to understand the intricate relationships between catalyst properties, process variables and reaction responses. This understanding facilitates improvements in catalysts performance and selectivity, thereby optimizing processes. Drawing insights from recent studies, this minireview highlights the different applications of ANOVA‐based experimental designs and RSM optimization techniques in catalytic process evaluation. Therefore, this review provides valuable insights into these current statistical methodologies applied to heterogeneous catalysis research, informing the relevance and future directions of the research in the field. |
| format | Article |
| id | doaj-art-af49ed7f87bc459990f0a7bf6c8c86d2 |
| institution | Kabale University |
| issn | 2191-1363 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Wiley-VCH |
| record_format | Article |
| series | ChemistryOpen |
| spelling | doaj-art-af49ed7f87bc459990f0a7bf6c8c86d22025-01-11T07:54:10ZengWiley-VCHChemistryOpen2191-13632025-01-01141n/an/a10.1002/open.202400148Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A MinireviewCarlos Esteban Aristizábal‐Alzate0Eva Castillejos‐López1Ana Belén Dongil2Manuel Romero‐Sáez3Grupo Química Básica Aplicada y Ambiente–Alquimia Facultad de Ciencias Exactas y Aplicadas Instituto Tecnológico Metropolitano Robledo, Medellín 050034 ColombiaDepartment of Inorganic and Technical Chemistry Faculty of Sciences, UNED Madrid 28232 SpainGrupo de Química Verde y Catálisis Instituto de Catálisis y Petroleoquímica CSIC Cantoblanco, Madrid 28049 EspañaGrupo Química Básica Aplicada y Ambiente–Alquimia Facultad de Ciencias Exactas y Aplicadas Instituto Tecnológico Metropolitano Robledo, Medellín 050034 ColombiaAbstract This work reviews the application of Analysis of Variance (ANOVA), Design of Experiments (DOE), and Response Surface Methodology (RSM) in heterogeneous catalysis, based on an analysis of recent scientific literature. Heterogeneous catalysis plays a key role in various industries, guiding chemical reactions, optimizing the performance of different processes and/or prioritizing products, and ANOVA, DOE and RSM are valuable tools to understand the intricate relationships between catalyst properties, process variables and reaction responses. This understanding facilitates improvements in catalysts performance and selectivity, thereby optimizing processes. Drawing insights from recent studies, this minireview highlights the different applications of ANOVA‐based experimental designs and RSM optimization techniques in catalytic process evaluation. Therefore, this review provides valuable insights into these current statistical methodologies applied to heterogeneous catalysis research, informing the relevance and future directions of the research in the field.https://doi.org/10.1002/open.202400148Experimental designHeterogeneous catalystANOVACatalyst assessmentResponse surface methodology |
| spellingShingle | Carlos Esteban Aristizábal‐Alzate Eva Castillejos‐López Ana Belén Dongil Manuel Romero‐Sáez Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview ChemistryOpen Experimental design Heterogeneous catalyst ANOVA Catalyst assessment Response surface methodology |
| title | Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview |
| title_full | Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview |
| title_fullStr | Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview |
| title_full_unstemmed | Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview |
| title_short | Integration of Design of Experiments, Analysis of Variance and Response Surface Methodology in Assessing Heterogeneous Catalysts Processes: A Minireview |
| title_sort | integration of design of experiments analysis of variance and response surface methodology in assessing heterogeneous catalysts processes a minireview |
| topic | Experimental design Heterogeneous catalyst ANOVA Catalyst assessment Response surface methodology |
| url | https://doi.org/10.1002/open.202400148 |
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