Mathematical modeling in chemical engineering:
A solid introduction to mathematical modeling for a range of chemical engineering applications, covering model formulation, simplification and validation. It explains how to describe a physical/chemical reality in mathematical language and how to select the type and degree of sophistication for a mo...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2014
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| Subjects: | |
| Online Access: | BSB01 FHN01 Volltext |
| Summary: | A solid introduction to mathematical modeling for a range of chemical engineering applications, covering model formulation, simplification and validation. It explains how to describe a physical/chemical reality in mathematical language and how to select the type and degree of sophistication for a model. Model reduction and approximation methods are presented, including dimensional analysis, time constant analysis and asymptotic methods. An overview of solution methods for typical classes of models is given. As final steps in model building, parameter estimation and model validation and assessment are discussed. The reader is given hands-on experience of formulating new models, reducing the models and validating the models. The authors assume the knowledge of basic chemical engineering, in particular transport phenomena, as well as basic mathematics, statistics and programming. The accompanying problems, tutorials, and projects include model formulation at different levels, analysis, parameter estimation and numerical solution |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (x, 183 pages) |
| ISBN: | 9781107279124 |
| DOI: | 10.1017/CBO9781107279124 |
Staff View
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| 245 | 1 | 0 | |a Mathematical modeling in chemical engineering |c Anders Rasmuson, Chalmers University of Technology, Gothenberg, Bengt Andersson, Chalmers University of Technology, Gothenberg, Louise Olsson, Chalmers University of Technology, Gothenberg, Ronnie Andersson, Chalmers University of Technology, Gothenberg |
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| 505 | 8 | |a Machine generated contents note: 1. Introduction; 2. Classification; 3. Model formulation; 4. Empirical model building; 5. Strategies for simplifying mathematical models; 6. Numerical methods; 7. Statistical analysis of mathematical models | |
| 520 | |a A solid introduction to mathematical modeling for a range of chemical engineering applications, covering model formulation, simplification and validation. It explains how to describe a physical/chemical reality in mathematical language and how to select the type and degree of sophistication for a model. Model reduction and approximation methods are presented, including dimensional analysis, time constant analysis and asymptotic methods. An overview of solution methods for typical classes of models is given. As final steps in model building, parameter estimation and model validation and assessment are discussed. The reader is given hands-on experience of formulating new models, reducing the models and validating the models. The authors assume the knowledge of basic chemical engineering, in particular transport phenomena, as well as basic mathematics, statistics and programming. The accompanying problems, tutorials, and projects include model formulation at different levels, analysis, parameter estimation and numerical solution | ||
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Record in the Search Index
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| author_facet | Rasmuson, Anders 1951- |
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| contents | Machine generated contents note: 1. Introduction; 2. Classification; 3. Model formulation; 4. Empirical model building; 5. Strategies for simplifying mathematical models; 6. Numerical methods; 7. Statistical analysis of mathematical models |
| ctrlnum | (ZDB-20-CBO)CR9781107279124 (OCoLC)907964145 (DE-599)BVBBV043942724 |
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| dewey-ones | 660 - Chemical engineering |
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| dewey-search | 660 |
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| dewey-tens | 660 - Chemical engineering |
| discipline | Chemie / Pharmazie |
| doi_str_mv | 10.1017/CBO9781107279124 |
| format | Electronic eBook |
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| id | DE-604.BV043942724 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:18Z |
| institution | BVB |
| isbn | 9781107279124 |
| language | English |
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| physical | 1 online resource (x, 183 pages) |
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| publishDate | 2014 |
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| publisher | Cambridge University Press |
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| spelling | Rasmuson, Anders 1951- Verfasser aut Mathematical modeling in chemical engineering Anders Rasmuson, Chalmers University of Technology, Gothenberg, Bengt Andersson, Chalmers University of Technology, Gothenberg, Louise Olsson, Chalmers University of Technology, Gothenberg, Ronnie Andersson, Chalmers University of Technology, Gothenberg Cambridge Cambridge University Press 2014 1 online resource (x, 183 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Machine generated contents note: 1. Introduction; 2. Classification; 3. Model formulation; 4. Empirical model building; 5. Strategies for simplifying mathematical models; 6. Numerical methods; 7. Statistical analysis of mathematical models A solid introduction to mathematical modeling for a range of chemical engineering applications, covering model formulation, simplification and validation. It explains how to describe a physical/chemical reality in mathematical language and how to select the type and degree of sophistication for a model. Model reduction and approximation methods are presented, including dimensional analysis, time constant analysis and asymptotic methods. An overview of solution methods for typical classes of models is given. As final steps in model building, parameter estimation and model validation and assessment are discussed. The reader is given hands-on experience of formulating new models, reducing the models and validating the models. The authors assume the knowledge of basic chemical engineering, in particular transport phenomena, as well as basic mathematics, statistics and programming. The accompanying problems, tutorials, and projects include model formulation at different levels, analysis, parameter estimation and numerical solution Mathematisches Modell Chemical engineering / Mathematical models Erscheint auch als Druckausgabe 978-1-107-04969-7 https://doi.org/10.1017/CBO9781107279124 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Rasmuson, Anders 1951- Mathematical modeling in chemical engineering Machine generated contents note: 1. Introduction; 2. Classification; 3. Model formulation; 4. Empirical model building; 5. Strategies for simplifying mathematical models; 6. Numerical methods; 7. Statistical analysis of mathematical models Mathematisches Modell Chemical engineering / Mathematical models |
| title | Mathematical modeling in chemical engineering |
| title_auth | Mathematical modeling in chemical engineering |
| title_exact_search | Mathematical modeling in chemical engineering |
| title_full | Mathematical modeling in chemical engineering Anders Rasmuson, Chalmers University of Technology, Gothenberg, Bengt Andersson, Chalmers University of Technology, Gothenberg, Louise Olsson, Chalmers University of Technology, Gothenberg, Ronnie Andersson, Chalmers University of Technology, Gothenberg |
| title_fullStr | Mathematical modeling in chemical engineering Anders Rasmuson, Chalmers University of Technology, Gothenberg, Bengt Andersson, Chalmers University of Technology, Gothenberg, Louise Olsson, Chalmers University of Technology, Gothenberg, Ronnie Andersson, Chalmers University of Technology, Gothenberg |
| title_full_unstemmed | Mathematical modeling in chemical engineering Anders Rasmuson, Chalmers University of Technology, Gothenberg, Bengt Andersson, Chalmers University of Technology, Gothenberg, Louise Olsson, Chalmers University of Technology, Gothenberg, Ronnie Andersson, Chalmers University of Technology, Gothenberg |
| title_short | Mathematical modeling in chemical engineering |
| title_sort | mathematical modeling in chemical engineering |
| topic | Mathematisches Modell Chemical engineering / Mathematical models |
| topic_facet | Mathematisches Modell Chemical engineering / Mathematical models |
| url | https://doi.org/10.1017/CBO9781107279124 |
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