Stabilization, estimation and control of linear dynamical systems with positivity and symmetry constraints
Author(s) -
Oghbaee
Publication year - 2018
Language(s) - English
Resource type - Dissertations/theses
DOI - 10.17760/d20290456
Subject(s) - orthant , dynamical systems theory , mathematics , stability (learning theory) , positive systems , control theory (sociology) , linear system , class (philosophy) , state space , mathematical optimization , computer science , control (management) , artificial intelligence , mathematical analysis , statistics , physics , quantum mechanics , machine learning
of the Dissertation Stabilization, Estimation and Control of Linear Dynamical Systems with Positivity and Symmetry Constraints by Amirreza Oghbaee Doctor of Philosophy in Electrical Engineering Northeastern University, April 2018 Dr. Bahram Shafai, Advisor Positive systems are rapidly gaining more attention and popularity due to their appearance in numerous applications. The response of these systems to positive initial conditions and inputs remains in the positive orthant of state-space. They offer nice robust stability properties which can be employed to solve several control and estimation problems. Due to their specific structural as well as stability properties, it is of particular interest to solve constrained stabilization and control problems for general dynamical systems such that the closed-loop system admits the same desirable properties. However, positive systems are not the only special class of systems with lucrative features. The class of symmetric systems with eminent stability properties is another important example of structurally constrained systems. It has been recognized that they are appearing combined with the class of positive systems. The positive symmetric systems have found application in diverse area ranging from electromechanical systems, industrial processes and robotics to financial, biological and compartmental systems. This dissertation is devoted to separately analyzing positivity and symmetry properties of two classes of positive and symmetric systems. Based on this analysis, several critical problems concerning the constrained stabilization, estimation and control have been formulated and solved. First, positive stabilization problem with maximum stability radius is tackled and the solution
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