Dissipativity preserving balancing for nonlinear systems - A Hankel operator approach
نویسندگان
چکیده
In this paper we present a version of the balancing technique for nonlinear systems which are dissipative with respect to a general quadratic supply rate that depends on the input and the output of the system. We discuss an input output approach that allows us to apply the theory of balancing based upon Hankel singular value analysis. In order to do that we prove that the available storage and the required supply of the original system, solutions of a (general) Hamilton-Jacobi-Bellman equation, are the controllability and the observability functions of asymptotically stable realizations. Then the Hankel singular value theory can be applied and a relation between the axis singular value functions obtained for these realizations and the axis singular value functions with respect to the available storage and the required supply of the original system, is provided. Thus balanced realizations are provided and truncation is performed yielding dissipative reduced order models.
منابع مشابه
Eigenstructure of nonlinear Hankel operators
This paper investigates the eigenstructure of Hankel operators for nonlinear systems. It is proved that the variational system and Hamiltonian extension can be interpreted as the Gâteaux differentiation of dynamical input-output systems and their adjoints respectively. We utilize this differentiation in order to clarify the eigenstructure of the Hankel operator, which is closely related to the ...
متن کاملBounded real and positive real balanced truncation using Σ-normalised coprime factors
In this paper we will extend the method of balanced truncation using normalised right coprime factors of the system transfer matrix by Meyer [7] to balanced truncation with preservation of half line dissipativity. Special cases are preservation of positive realness and bounded realness. We consider a half line dissipative input-output system, with quadratic supply rate given by a nonsingular sy...
متن کاملEnergy functions for dissipativity-based balancing of discrete-time nonlinear systems
Most of the energy functions used in nonlinear balancing theory can be expressed as storage functions in the framework of dissipativity theory. By defining a framework of discrete-time dissipative systems, this paper presents existence conditions for their discrete-time energy functions along with algorithms to find them based on dynamic optimization problems. Furthermore, the important case of...
متن کاملHankel Operators and Gramians for Nonlinear Systems
In the theory for continuous-time linear systems, the system Hankel operator plays an important role in a number of realization problems ranging from providing an abstract notion of state to yielding tests for state space minimality and algorithms for model reduction. But in the case of continuous-time nonlinear systems, Hankel theory is considerably less developed beyond a well known Hankel ma...
متن کاملA Dissipative Integral Sliding Mode Control Redesign Method
This paper develops a new method of integral sliding mode control redesign for a class of perturbed nonlinear dissipative switched systems by modifying the dissipativity-based control law that was designed for the unperturbed systems. The nominal model is considered affine with matched and unmatched perturbations. The redesigned control law includes an integral sliding-based control signal such...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Systems & Control Letters
دوره 59 شماره
صفحات -
تاریخ انتشار 2010