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Main Title: Signature Method Based Regularization and Numerical Integration of DAEs
Author(s): Steinbrecher, Andreas
Type: Research Paper
Abstract: Modeling and simulation of dynamical systems often leads to differential-algebraic equations (DAEs) which can be seen as differential equations, where every solution has to satisfy constraints which are contained in the DAE. In general not all these constraints are stated explicitly as equations or can be obtained by algebraic manipulations but are hidden in the DAE and can be obtained from certain derivatives of (parts of) the DAE. Due to those hidden constraints a direct numerical integration of DAEs in general leads to instabilities and possibly non-convergence of numerical methods. Therefore, a regularization or remodeling of the model equations is required. In this article we present three approaches for the regularization of DAEs that are based on the Signature method, which is a structural analysis for DAEs. Furthermore, we present a software package suited for the proposed regularizations and illustrate their efficiency on two examples.
Subject(s): DAE
hidden constraints
constraint level
structural analysis
signature method
Issue Date: 5-Feb-2016
Date Available: 17-Dec-2021
Language Code: en
DDC Class: 510 Mathematik
MSC 2000: 65L80 Methods for differential-algebraic equations
34A09 Implicit equations, differential-algebraic equations
Series: Preprint-Reihe des Instituts für Mathematik, Technische Universität Berlin
Series Number: 2016, 01
ISSN: 2197-8085
TU Affiliation(s): Fak. 2 Mathematik und Naturwissenschaften » Inst. Mathematik
Appears in Collections:Technische Universität Berlin » Publications

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