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" Identification and Control Using Volterra Models "
by F. J. Doyle, R. K. Pearson, B. A. Ogunnaike.
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BL
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| Record Number
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573201
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b402420
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| Main Entry
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Doyle, F. J.
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| Title & Author
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Identification and Control Using Volterra Models\ by F. J. Doyle, R. K. Pearson, B. A. Ogunnaike.
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| Publication Statement
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London :: Springer London :: Imprint: Springer,, 2002.
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| Series Statement
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Communications and Control Engineering,
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| ISBN
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9781447101079
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: 9781447110637
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| Contents
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Introduction -- Qualitative Behaviour -- Restrictions and Extensions -- Determination of Volterra Model Parameters -- Practical Considerations in Volterra Model Identification -- Model-Based Controller Synthesis -- Advanced Direct Synthesis Controller Design -- Model Predictive Control Using Volterra Series -- Application Case Studies -- Summary.
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| Abstract
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This text covers recent results in the analysis, identification and control of systems described by Volterra models. Topics covered include: - qualitative behavior of finite Volterra models compared and contrasted with other nonlinear model classes - structural restrictions and extensions to Volterra model class - least squares and stochastic identification approaches - model inversion issues - direct synthesis and model predictive control design - guidelines for practical applications Examples are drawn from Chemical, Biological and Electrical Engineering. The book is suitable as a text for a graduate control course, or as a reference for both research and practice.
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Engineering.
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Engineering mathematics.
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Pearson, R. K.
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Ogunnaike, B. A.
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SpringerLink (Online service)
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