Aspects of Modeling Dynamical Systems by Differential-Algebraic Equations
Titel:
Aspects of Modeling Dynamical Systems by Differential-Algebraic Equations
Auteur:
Muller, P. C.
Verschenen in:
Mathematical and computer modelling of dynamical systems
Paginering:
Jaargang 7 (2001) nr. 2 pagina's 133-143
Jaar:
2001-06
Inhoud:
In recent years the analysis and synthesis of control systems in descriptor form has been established. The general description of dynamical systems by differential-algebraic equations (DAE) is important for many applications in mechanics and mechatronics, in electrical and electronic engineering, and in chemical engineering as well. In this contribution the pros and cons of system modelling by differential-algebraic equations are discussed and an actual state of the art of descriptor systems is presented. Firstly, the advantages of modelling are touched in general and illustrated in detail by Lagranges equations of first kind, by subsystem modeling and by the statement of the tracking control problem. Secondly, the development of tools for numerical integration is discussed resulting in the comment that today stable and efficient DAE solvers exist and that the simulation of descriptor systems is not a problem any longer. Thirdly, the methods of analyzing and designing descriptor systems are considered. Here, linear and nonlinear systems have to be distinguished. For linear descriptor systems more or less the required methods to solve usual control tasks are available in principal. But actually a related program package for fast and reliable application of these methods is still missed. However, in the near future such a toolbox is expected. Main difficulties arise for nonlinear problems. A few results on stability and optimal control are known only and still a lot of research work has to be effected. In spite of these deficiencies, all over the descriptor system approach is very attractive for modeling and simulation, and will become attractive more and more for analysis and design.
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