P. P. J. Van Den Bosch, A. C. van der Klauw

Modeling, Identification and Simulation of Dynamical Systems (eBook, ePUB)

• Format: ePub

Produktbeschreibung

This book gives an in-depth introduction to the areas of modeling, identification, simulation, and optimization. These scientific topics play an increasingly dominant part in many engineering areas such as electrotechnology, mechanical engineering, aerospace, and physics.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 208
• Erscheinungstermin: 17. Dezember 2020
• Englisch
• ISBN-13: 9780429605925
• Artikelnr.: 60576407

Autorenporträt

P.P.J. van den Bosch, A.C. van der Klauw

Inhaltsangabe

IntroductionModelingIntroductionModel Building ApproachesMathematical
ModelsIndex of a DAEExamplesBond GraphsComparison Circuits, Bond Graphs,
and Block DiagramsExamplesSummaryReferencesProblemsBlack-Box Model
RepresentationsIntroductionDiscrete-Time SystemsImpulse Response and
Transfer FunctionDisturbancesTime-Domain RepresentationsFrequency-Domain
RepresentationsExamples: Calculation of Stochastic
QuantitiesSummaryReferencesProblemsNonparametric IdentificationTime-Domain
Identification by Correlation AnalysisFrequency Response AnalysisFrequency
Response Analysis by the Correlation MethodFourier Analysis: The Empirical
Transfer Function EstimatePersistence of
ExcitationSummaryReferencesProblemsParametric IdentificationPrediction
Error MethodsPrediction ModelsLeast Squares MethodAnalysis of the Linear LS
EstimateConvergence and ConsistencyApproximate
IdentificationSummaryReferencesProblemsIdentification in PracticeExperiment
DesignModel Structure SelectionModel
ValidationSummaryReferencesProblemsSimulationIntroductionSimulation
ToolsNumerical Solution of Differential EquationsConversion from Parallel
to SeriesSolving Stiff ODEs and
DAEsApplicationsSummaryReferencesProblemsOptimizationIntroductionConvergenceDetermination
of Step Size siDetermination of Search Direction diLeast Squares
ProblemOptimization with
ConstraintsSummaryReferencesProblemsLiteratureIndex