SynopsisIn process modelling, knowledge of the process under consideration is typically partial with significant unknown inputs (disturbances) to the model. Disturbances militate against the desirable trait of model reproducibility. "Grey-box" identification can assist, in these circumstances, by ta
Practical Grey-box Process Identification: Theory and Applications (Advances in Industrial Control)
โ Scribed by Torsten P. Bohlin
- Publisher
- Springer
- Year
- 2010
- Tongue
- English
- Leaves
- 360
- Edition
- Softcover reprint of hardcover 1st ed. 2006
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
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.
โฆ Table of Contents
Front-matter......Page 1
Preface......Page 11
Contents......Page 15
Ch 1 Prospects and Problems......Page 20
Ch 2 The MoCaVa Solution......Page 40
Ch 3 Preparations......Page 92
Ch 4 Calibration......Page 98
Ch 5 Some Modelling Support......Page 161
Ch 6 Rinsing of the Steel Strip in a Rolling Mill......Page 196
Ch 7 Quality Prediction in a Cardboard Making Process......Page 246
App A Mathematics and Algorithms......Page 322
Glossary......Page 349
References......Page 353
Index......Page 357
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