Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes
Optimized operating conditions for complex systems can be attained by using advanced combinations of numerical and statistical methodologies. One of the most efficient and straightforward solutions relies on the application of statistical methods with an emphasis on the design of experiments (DoEs)....
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| Ձևաչափ: | Online |
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| Լեզու: | անգլերեն |
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IntechOpen
2023
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| Խորագրեր: | |
| Առցանց հասանելիություն: | ONIX_20231201_9789535138785_1452 |
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Չկան պիտակներ, Եղեք առաջինը, ով նշում է այս գրառումը!
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| _version_ | 1869530940472033280 |
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| collection | Directory of Open Access Books |
| description | Optimized operating conditions for complex systems can be attained by using advanced combinations of numerical and statistical methodologies. One of the most efficient and straightforward solutions relies on the application of statistical methods with an emphasis on the design of experiments (DoEs). Throughout the book, the design and analysis of experiments are conducted involving several approaches, namely, Taguchi, response surface methods, statistical correlations, or even fractional factorial and model-based evolutionary operation designs. This book not only presents a theoretical overview about the different approaches but also contains material that covers the use of the experimental analysis applied to several chemical processes. Some chapters highlight the use of software products to assist experimenters in both the design and analysis stages. It helps graduate students, teachers, researchers, and other professionals who are interested in chemical process optimization and also provides a good basis of theoretical knowledge and valuable insights into the technical details of these tools as well as explains common pitfalls to avoid. The world's leading pharmaceutical companies and local governments are trying to achieve their eradication. |
| format | Online |
| id | doab-20.500.12854ir-130343 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1303432024-04-04T19:20:09Z Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes Silva, Valter optimization, response surface methodology, anova, hydrogen, greenhouse gases, syngas thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling Optimized operating conditions for complex systems can be attained by using advanced combinations of numerical and statistical methodologies. One of the most efficient and straightforward solutions relies on the application of statistical methods with an emphasis on the design of experiments (DoEs). Throughout the book, the design and analysis of experiments are conducted involving several approaches, namely, Taguchi, response surface methods, statistical correlations, or even fractional factorial and model-based evolutionary operation designs. This book not only presents a theoretical overview about the different approaches but also contains material that covers the use of the experimental analysis applied to several chemical processes. Some chapters highlight the use of software products to assist experimenters in both the design and analysis stages. It helps graduate students, teachers, researchers, and other professionals who are interested in chemical process optimization and also provides a good basis of theoretical knowledge and valuable insights into the technical details of these tools as well as explains common pitfalls to avoid. The world's leading pharmaceutical companies and local governments are trying to achieve their eradication. 2023-12-01T17:21:20Z 2023-12-01T17:21:20Z 2018 book ONIX_20231201_9789535138785_1452 9789535138785 9789535138778 9789535139874 https://directory.doabooks.org/handle/20.500.12854/130343 eng image/jpeg n/a https://www.intechopen.com/books/5856 https://mts.intechopen.com/storage/books/5856/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/65616 10.5772/65616 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789535138785 9789535138778 9789535139874 IntechOpen 180 open access |
| spellingShingle | optimization, response surface methodology, anova, hydrogen, greenhouse gases, syngas thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes |
| title | Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes |
| title_full | Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes |
| title_fullStr | Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes |
| title_full_unstemmed | Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes |
| title_short | Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes |
| title_sort | statistical approaches with emphasis on design of experiments applied to chemical processes |
| topic | optimization, response surface methodology, anova, hydrogen, greenhouse gases, syngas thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling |
| topic_facet | optimization, response surface methodology, anova, hydrogen, greenhouse gases, syngas thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling |
| url | ONIX_20231201_9789535138785_1452 |