Title :
Stability and dissipativity theory for nonnegative dynamical systems: a thermodynamic framework for biological and physiological systems
Author :
Haddad, Wassim M. ; Chellaboina, VijaySekhar ; Augus, Elias
Author_Institution :
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Nonnegative dynamical system models are derived from mass and energy balance considerations that involve dynamic states whose values are nonnegative. These models are widespread in biological, physiological, and ecological sciences and play a key role in the understanding of these processes. In this paper we develop several results on stability, dissipativity, and stability of feedback interconnections of linear and nonlinear nonnegative dynamical systems. Specifically, using linear Lyapunov functions we develop necessary and sufficient conditions for Lyapunov stability, semistability, and asymptotic stability for nonnegative systems. In addition, using linear storage functions and linear supply rates we develop, new notions of dissipativity theory for nonnegative dynamical systems. Finally, these results are used to develop general stability criteria for feedback
Keywords :
Lyapunov methods; asymptotic stability; biology; feedback; interconnected systems; physiological models; stability criteria; thermodynamics; Lyapunov stability; asymptotic stability; biological systems; dissipativity theory; energy balance; feedback interconnections; linear Lyapunov functions; linear storage functions; linear supply rates; mass balance; necessary and sufficient conditions; nonnegative dynamical systems; physiological systems; semistability; stability; stability criteria; thermodynamic framework; Aerodynamics; Aerospace engineering; Biological materials; Biological system modeling; Feedback; Kinetic theory; Lyapunov method; Sufficient conditions; Thermal stability; Thermodynamics;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980141