Practical Grey-box Process Identification

Theory and Applications

Torsten P. Bohlin (Autor)

Buch | Softcover

351 Seiten

2010 | Softcover reprint of hardcover 1st ed. 2006
Springer London Ltd (Verlag)
978-1-84996-598-9 (ISBN)

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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.

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 Linkœping 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

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.

Erscheint lt. Verlag	21.10.2010
Reihe/Serie	Advances in Industrial Control
Zusatzinfo	186 Illustrations, black and white; XX, 351 p. 186 illus.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Informatik ► Weitere Themen ► CAD-Programme
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	1-84996-598-6 / 1849965986
ISBN-13	978-1-84996-598-9 / 9781849965989
Zustand	Neuware