Practical Grey-box Process Identification: Theory and Applications
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Practical Grey-box Process Identification: Theory and Applications
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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 Mo Ca Va, a MATLAB?-compatible software tool, downloadable from springeronline.com, for facilitating the procedure of effective grey-box identification. Part III demonstrates the application of Mo Ca Va using two case studies drawn from the paper and steel industries. More advanced theory is laid out in an appendix and the Mo Ca Va source code enables readers to expand on its capabilities to their own ends.
Book Details
- Author: Torsten P. Bohlin
- Publisher: Springer
- eBook ISBN: 9781846284038, 1846284031
- Print ISBN: 9781846284021, 1846284023
Product Details
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