Aktivní detekce poruch a řízení

The dissertation thesis deals with the constrained optimization based approach to active fault detection and control (AFDC) of dynamical systems. The thesis addresses three main goals. The first goal is to define a general AFDC framework for stochastic discrete time dynamic system. The AFDC framework covers previously published formulations of AFDC as well as newly introduced formulations. The AFDC problems are defined as constrained optimization problems. The second goal is to derive a solution of AFDC problems. The optimal solution can be derived for a small subset of AFDC problems. Therefore, the focus is laid on a numerically tractable suboptimal solution for a practically important subclass of AFDC problems. The third goal of the thesis is to demonstrate the proposed AFDC framework. Basic properties of the proposed AFDC framework are illustrated by simple numerical examples. Main advantages of the proposed AFDC framework are demonstrated by a complex example, where the goal is simultaneous AFDC of an air handling unit.Katedra kybernetikyObhájenoThe dissertation thesis deals with the constrained optimization based approach to active fault detection and control (AFDC) of dynamical systems. The thesis addresses three main goals. The first goal is to define a general AFDC framework for stochastic discrete time dynamic system. The AFDC framework covers previously published formulations of AFDC as well as newly introduced formulations. The AFDC problems are defined as constrained optimization problems. The second goal is to derive a solution of AFDC problems. The optimal solution can be derived for a small subset of AFDC problems. Therefore, the focus is laid on a numerically tractable suboptimal solution for a practically important subclass of AFDC problems. The third goal of the thesis is to demonstrate the proposed AFDC framework. Basic properties of the proposed AFDC framework are illustrated by simple numerical examples. Main advantages of the proposed AFDC framework are demonstrated by a complex example, where the goal is simultaneous AFDC of an air handling unit