This must-read text/reference provides a practical guide to processes
involved in the development and application of dynamic simulation
models, covering a wide range of issues relating to testing,
verification and validation. Illustrative example problems in
continuous system simulation are presented throughout the book,
supported by extended case studies from a number of interdisciplinary
applications. Topics and features: provides an emphasis on practical
issues of model quality and validation, along with questions
concerning the management of simulation models, the use of model
libraries, and generic models; contains numerous step-by-step
examples; presents detailed case studies, often with accompanying
datasets for readers to use in model validation and testing exercises;
includes discussion of hybrid models, which involve a combination of
continuous system and discrete-event descriptions; examines
experimental modeling approaches that involve system identification
and parameter estimation, emphasizing the practical importance of more
theoretical concepts such as identifiability and test input design;
offers supplementary material at an associated website, including
links for readers without prior experience in this field to expand
their background knowledge. This highly useful, hands-on work will be
of great benefit to practitioners and professionals who use simulation
and modeling techniques in their work, as well as to students in
graduate-level courses on modeling and simulation.
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Principles, Methods and Applications
Produktdetaljer
ISBN
9783319150994
Publisert
2018
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter