DAE Approximations of PDE Modeled Control Problems
نویسنده
چکیده
Over the last decade there has been substantial progress on the development of theory and numerical methods for implicit systems of differential and algebraic equations (DAEs). In many control applications involving PDE models it is standard engineering practice to replace the PDEs by a finite dimensional system of ordinary differential equations. There are a variety of ways to do this approximation. Sometimes this approximation forms a DAE. While there has been a substantial amount of work on infinite dimensional control problems, there has been less attention paid to how the choice of approximation relates to the numerical and analytic properties of the finite dimensional DAE control system. In this paper we discuss some of the issues involved in this relationship.
منابع مشابه
POD-Based Bicriterial Optimal Control by the Reference Point Method
In the present paper a bicriterial optimal control problem governed by a parabolic partial differential equation (PDE) and bilateral control constraints is considered. For the numerical optimization the reference point method is utilized. The PDE is discretized by a Galerkin approximation utilizing the method of proper orthogonal decomposition (POD). POD is a powerful approach to derive reduced...
متن کاملNumerical Approximations of Stochastic Optimal Stopping and Control Problems
We study numerical approximations for the payoff function of the stochastic optimal stopping and control problem. It is known that the payoff function of the optimal stopping and control problem corresponds to the solution of a normalized Bellman PDE. The principal aim of this thesis is to study the rate at which finite difference approximations, derived from the normalized Bellman PDE, converg...
متن کاملElimination of Hard-Nonlinearities Destructive Effects in Control Systems Using Approximate Techniques
Many of the physical phenomena, like friction, backlash, drag, and etc., which appear in mechanical systems are inherently nonlinear and have destructive effects on the control systems behavior. Generally, they are modeled by hard nonlinearities. In this paper, two different methods are proposed to cope with the effects of hard nonlinearities which exist in friction various models. Simple inver...
متن کاملA Penalization and Regularization Technique in Shape Optimization Problems
We consider shape optimization problems, where the state is governed by elliptic partial differential equations (PDE). Using a regularization technique, unknown shapes are encoded via shape functions, turning the shape optimization into optimal control problems for the unknown functions. The method is studied for elliptic PDE to be solved in an unknown region (to be optimized), where the regula...
متن کاملOrder Reduction of a Distributed Parameter PEM Fuel Cell Anode Gas Channel Model
Distributed parameter modeling is required to accurately consider space variations, which are important regarding the performance and durability of the Proton Exchange Membrane Fuel Cells (PEMFC) [1-3]. However, the number of differential and algebraic equations (DAE) obtained from the discretization of a set of partial differential equations (PDE) is very large, and this not only slows down th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1994