Interactive System Identification: Prospects and Pitfalls (Communications and Control Engineering) - Softcover
Synopsis
This book analyses the fundamental problems and possibilities of designing purposive mathematical models of dynamical physical objects, including a number of 'pitfalls'. It states conditions for correct identification and suggests rules and procedures for making meaningful use of any identification software.
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Interactive System Identification: Prospects and Pitfalls This book aims at giving users of identification software the fundamental insight needed to carry out interactive design of models of physical objects. The book therefore starts with the fundamental conditions for setting up correct identification problems, continues by highlighting the roles of validation and falsification of models, and ends with concrete procedures for interactive design of stochastic dynamic models. The approach is new. A second novelty is that the book does not concentrate on the usual blackbox models. It em- phasizes the purpose of the design and the importance of supplementing experimental data with the partial apriori knowledge that ...
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Interactive System Identification: Prospects and Pitfalls (eng)
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Interactive System Identification: Prospects and Pitfalls
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Springer, Springer Jun 2012, 2012
ISBN 10: 3642486207
ISBN 13: 9783642486203
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 380 pp. Englisch. Seller Inventory # 9783642486203
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Interactive System Identification
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Interactive System Identification
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Interactive System Identification: Prospects and Pitfalls (Communications and Control Engineering)
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Interactive System Identification
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Interactive System Identification: Prospects and Pitfalls
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Interactive System Identification: Prospects and Pitfalls
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ISBN 10: 3642486207
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book analyses the fundamental problems and possibilities of designing purposive mathematical models of dynamical physical objects, including a number of 'pitfalls'. It states conditions for correct identification and suggests rules and procedures for making meaningful use of any identification software.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 380 pp. Englisch. Seller Inventory # 9783642486203