Dynamic model development: methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK
Detailed mathematical models are increasingly being used by companies to gain competitive advantage through such applications as model-based process design, control and optimization. Thus, building various types of high quality models for processing systems has become a key activity in Process Engin...
Gespeichert in:
| Körperschaft: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam Boston
Elsevier
2003
|
| Ausgabe: | 1st ed |
| Schriftenreihe: | Computer-aided chemical engineering
16 |
| Schlagworte: | |
| Online-Zugang: | FLA01 URL des Erstveröffentlichers URL des Erstveröffentlichers |
| Zusammenfassung: | Detailed mathematical models are increasingly being used by companies to gain competitive advantage through such applications as model-based process design, control and optimization. Thus, building various types of high quality models for processing systems has become a key activity in Process Engineering. This activity involves the use of several methods and techniques including model solution techniques, nonlinear systems identification, model verification and validation, and optimal design of experiments just to name a few. In turn, several issues and open-ended problems arise within these methods, including, for instance, use of higher-order information in establishing parameter estimates, establishing metrics for model credibility, and extending experiment design to the dynamic situation. The material covered in this book is aimed at allowing easier development and full use of detailed and high fidelity models. Potential applications of these techniques in all engineering disciplines are abundant, including applications in chemical kinetics and reaction mechanism elucidation, polymer reaction engineering, and physical properties estimation. On the academic side, the book will serve to generate research ideas. - Contains wide coverage of statistical methods applied to process modelling - Serves as a recent compilation of dynamic model building tools - Presents several examples of applying advanced statistical and modelling methods to real process systems problems |
| Beschreibung: | Includes bibliographical references and indexes |
| Beschreibung: | 1 online resource (viii, 257 pages) illustrations |
| ISBN: | 9780444514653 0444514651 9780080530574 0080530575 |
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| 520 | |a Detailed mathematical models are increasingly being used by companies to gain competitive advantage through such applications as model-based process design, control and optimization. Thus, building various types of high quality models for processing systems has become a key activity in Process Engineering. This activity involves the use of several methods and techniques including model solution techniques, nonlinear systems identification, model verification and validation, and optimal design of experiments just to name a few. In turn, several issues and open-ended problems arise within these methods, including, for instance, use of higher-order information in establishing parameter estimates, establishing metrics for model credibility, and extending experiment design to the dynamic situation. The material covered in this book is aimed at allowing easier development and full use of detailed and high fidelity models. Potential applications of these techniques in all engineering disciplines are abundant, including applications in chemical kinetics and reaction mechanism elucidation, polymer reaction engineering, and physical properties estimation. On the academic side, the book will serve to generate research ideas. - Contains wide coverage of statistical methods applied to process modelling - Serves as a recent compilation of dynamic model building tools - Presents several examples of applying advanced statistical and modelling methods to real process systems problems | ||
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| spelling | Workshop on the Life of a Process Model--from Conception to Action <2000, London, England> Verfasser aut Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK edited by S.P. Asprey, S. Macchietto 1st ed Amsterdam Boston Elsevier 2003 1 online resource (viii, 257 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Computer-aided chemical engineering 16 Includes bibliographical references and indexes Detailed mathematical models are increasingly being used by companies to gain competitive advantage through such applications as model-based process design, control and optimization. Thus, building various types of high quality models for processing systems has become a key activity in Process Engineering. This activity involves the use of several methods and techniques including model solution techniques, nonlinear systems identification, model verification and validation, and optimal design of experiments just to name a few. In turn, several issues and open-ended problems arise within these methods, including, for instance, use of higher-order information in establishing parameter estimates, establishing metrics for model credibility, and extending experiment design to the dynamic situation. The material covered in this book is aimed at allowing easier development and full use of detailed and high fidelity models. Potential applications of these techniques in all engineering disciplines are abundant, including applications in chemical kinetics and reaction mechanism elucidation, polymer reaction engineering, and physical properties estimation. On the academic side, the book will serve to generate research ideas. - Contains wide coverage of statistical methods applied to process modelling - Serves as a recent compilation of dynamic model building tools - Presents several examples of applying advanced statistical and modelling methods to real process systems problems TECHNOLOGY & ENGINEERING / Chemical & Biochemical bisacsh SCIENCE / Chemistry / Industrial & Technical bisacsh Chemical engineering / Data processing fast Chemical engineering / Mathematical models fast Chemical engineering Mathematical models Congresses Chemical engineering Data processing Congresses (DE-588)1071861417 Konferenzschrift gnd-content Asprey, S. P. Sonstige oth Macchietto, S. Sonstige oth http://www.sciencedirect.com/science/book/9780444514653 Verlag URL des Erstveröffentlichers Volltext http://www.sciencedirect.com/science/bookseries/15707946/16 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK TECHNOLOGY & ENGINEERING / Chemical & Biochemical bisacsh SCIENCE / Chemistry / Industrial & Technical bisacsh Chemical engineering / Data processing fast Chemical engineering / Mathematical models fast Chemical engineering Mathematical models Congresses Chemical engineering Data processing Congresses |
| subject_GND | (DE-588)1071861417 |
| title | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK |
| title_auth | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK |
| title_exact_search | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK |
| title_full | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK edited by S.P. Asprey, S. Macchietto |
| title_fullStr | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK edited by S.P. Asprey, S. Macchietto |
| title_full_unstemmed | Dynamic model development methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK edited by S.P. Asprey, S. Macchietto |
| title_short | Dynamic model development |
| title_sort | dynamic model development methods theory and applications proceedings from a workshop on the life of a process model from conception to action october 25 26 2000 imperial college london uk |
| title_sub | methods, theory, and applications : proceedings from a Workshop on the Life of a Process Model--from Conception to Action, October 25-26, 2000, Imperial College, London, UK |
| topic | TECHNOLOGY & ENGINEERING / Chemical & Biochemical bisacsh SCIENCE / Chemistry / Industrial & Technical bisacsh Chemical engineering / Data processing fast Chemical engineering / Mathematical models fast Chemical engineering Mathematical models Congresses Chemical engineering Data processing Congresses |
| topic_facet | TECHNOLOGY & ENGINEERING / Chemical & Biochemical SCIENCE / Chemistry / Industrial & Technical Chemical engineering / Data processing Chemical engineering / Mathematical models Chemical engineering Mathematical models Congresses Chemical engineering Data processing Congresses Konferenzschrift |
| url | http://www.sciencedirect.com/science/book/9780444514653 http://www.sciencedirect.com/science/bookseries/15707946/16 |
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