Projector based integration of DAEs with the Taylor series method using automatic differentiation

被引:6
|
作者
Schwarz, Diana Estevez [1 ]
Lamour, Rene [2 ]
机构
[1] Beuth Hsch Tech Berlin, D-13353 Berlin, Germany
[2] Humboldt Univ, Inst Math, D-10099 Berlin, Germany
关键词
Differential-algebraic equations; Automatic differentiation; Taylor series method; Newton-Kantorowitsch method; EQUATIONS; INDEX; SYSTEMS;
D O I
10.1016/j.cam.2013.09.018
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Automatic (or Algorithmic) Differentiation (AD) opens new possibilities to analyze and solve DAEs by projector based methods. In this paper, we present a new approach to compute consistent initial values and integrate DAEs up to index two, considering the nonlinear DAE in each time-step as a nonlinear system of equations for Taylor expansions. These systems will be solved by the Newton-Kantorowitsch method, whereas the resulting linear systems are decoupled using the splitting techniques related to the tractability index concept. This approach provides a description of the inherent ODE that allows an application of the classical Taylor series method to the integration of initial value problems. Linear and nonlinear DAEs with index up to two are examined and solved numerically. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:62 / 72
页数:11
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