Book chapter
An investigation of some tools for process model identification for prediction
Process identification is undergoing tremendous developments as computing capabilities are increasing. These developments also lead to an increased demand for tighter problem formulations for modelling for a given purpose, e.g. prediction. In this paper some modelling and model quality assessment tools are investigated for prediction models.
The investigated tools combine modelling based on first engineering principles and data based modelling into a modelling cycle that facilitates use of statistical methods with the aim of synthesizing more reliable models for prediction in a systematic way..
Language: | English |
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Publisher: | Elsevier |
Year: | 2003 |
Pages: | 41-62 |
Journal subtitle: | Methods, Theory and Applications |
ISBN: | 0080530575 , 0444514651 , 1281034053 , 9780080530574 , 9780444514653 and 9781281034052 |
ISSN: | 15707946 |
Types: | Book chapter |
DOI: | 10.1016/S1570-7946(03)80069-X |
ORCIDs: | Madsen, Henrik and Jørgensen, Sten Bay |