Interactive System Identification: Prospects and Pitfalls

By:

Torsten Bohlin

Format:

Paperback / softback

Series:

Communications and Control Engineering

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Description

The craft of designing mathematical models of dynamic objects offers a large number of methods to solve subproblems in the design, typically parameter estimation, order determination, validation, model reduc tion, analysis of identifiability, sensi tivi ty and accuracy. There is also a substantial amount of process identification software available. A typi cal 'identification package' consists of program modules that implement selections of solution methods, coordinated by supervising programs, communication, and presentation handling file administration, operator of results. It is to be run 'interactively', typically on a designer's 'work station' . However, it is generally not obvious how to do that. Using interactive identification packages necessarily leaves to the user to decide on quite a number of specifications, including which model structure to use, which subproblems to be solved in each particular case, and in what or der. The designer is faced with the task of setting up cases on the work station, based on apriori knowledge about the actual physical object, the experiment conditions, and the purpose of the identification. In doing so, he/she will have to cope with two basic difficulties: 1) The com puter will be unable to solve most of the tentative identification cases, so the latter will first have to be form11lated in a way the computer can handle, and, worse, 2) even in cases where the computer can actually produce a model, the latter will not necessarily be valid for the intended purpose.

Release date Australia

June 5th, 2012

Author

Torsten Bohlin

Audience

Professional & Vocational

Edition

Softcover reprint of the original 1st ed. 1991

Illustrations

29 Illustrations, black and white; XII, 365 p. 29 illus.

Pages

365

Series

Communications and Control Engineering

Dimensions

155x235x20

ISBN-13

9783642486203

Product ID

22313654

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