Torsten P. Bohlin

Practical Grey-box Process Identification

Theory and Applications

• Gebundenes Buch

Produktbeschreibung

This book reviews the theoretical fundamentals of grey-box identification and puts the spotlight on MoCaVa, a MATLAB-compatible software tool, for facilitating the procedure of effective grey-box identification. It demonstrates the application of MoCaVa using two case studies drawn from the paper and steel industries. In addition, the book answers common questions which will help in building accurate models for systems with unknown inputs.

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In process modelling, knowledge of the process under consideration is typically partial with significant disturbances to the model. Disturbances militate against the desirable trait of model reproducibility. "Grey-box" identification takes advantage of two sources of process information that may be available: any invariant prior knowledge and response data from experiments. Practical Grey-box Process Identification is in three parts: The first part is a short review of the theoretical fundamentals of grey-box identification, focussing particularly on the theory necessary for the software presented in the second part. Part II puts the spotlight on MoCaVa, a MATLAB -compatible software tool, downloadable from springeronline.com, for facilitating the procedure of effective grey-box identification. Part III demonstrates the application of MoCaVa using two case studies drawn from the paper and steel industries. More advanced theory is laid out in an appendix and the MoCaVa source code enables readers to expand on its capabilities to their own ends.

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Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.

Produktdetails

• Advances in Industrial Control
• Verlag: Springer, Berlin
• 2006
• Seitenzahl: 376
• Erscheinungstermin: 22. Mai 2006
• Englisch
• Abmessung: 241mm x 160mm x 25mm
• Gewicht: 729g
• ISBN-13: 9781846284021
• ISBN-10: 1846284023
• Artikelnr.: 20807440

Autorenporträt

Professor (emeritus) Torsten Bohlin has been employed in the following capacities: 1963 - 1971 at the IBM Nordic Laboratories as Research Engeneer working with computerized industrial process ontrol. 1971 appointed (by the king) Professor of the chair of Automatic Control at Linkping Technical Institute. 1972 - 1996 Professor in Automatic Control at the Royal Institute of Tecknology (KTH) in Stockholm. 1972 - 1988 Head of the Department of Automatic Control, Member of the board of the school of Technical Physics, and Member of the faculty of KTH. Member of the Swedish IFAC comittee, TFF (national), and IEEE Reviewer 66 times

Inhaltsangabe

Part I: Theory of Grey-box Process Identification.- Prospects and Problems.- The MoCaVa Solution.- Part II: Tutorial on MoCaVa.- Preprocessing.- Calibration.- Some Modelling Support.- Part III: Case Studies.- Case 1: Rinsing of the Steel Strip in a Rolling Mill.- Case 2: Quality Prediction in a Cardboard Making Process.- Appendices.- Mathematics and Algorithms; Glossary.

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Theory of Grey-box Process Identification.- Prospects and Problems.- The MoCaVa Solution.- Tutorial on MoCaVa.- Preparations.- Calibration.- Some Modelling Support.- Case Studies.- Rinsing of the Steel Strip in a Rolling Mill.- Quality Prediction in a Cardboard Making Process.