Мodeling, Simulation and Identification

Course title: Мodeling, Simulation and Identification

Code: 3ФЕИТ01Л010

Number of credits (ECTS): 6

Weekly number of classes: 2+2+1+0

Prerequisite for enrollment of the subject: None

Course Goals (acquired competencies): Introduction to the theory and practice of modeling, simulation and identification of dynamic systems. Acquiring skills for solving a broad class of problems in the field of modeling, simulation and identification of dynamic systems by applying the conventional approach, regardless of the system nature. Ability to use software packages for their simulation and identification.

Total available number of classes: 180

Course Syllabus: Modeling: introduction, types of models, mathematical models. Black box models. Representation in time domain. Representation in frequency domain: frequency transfer function, spektral analysis. Identification. Identification in frequency domain. Parameter identification. Least square error method. Reccurent parameter models. Identification in practice. Model structure. MATLAB software and its toolboxes for system modeling, simulation and identification. Control systems analysis with MATEMATICA. Numerical solution of differential equations. Applications.

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