System Analysis and Electrical Engineering Objects Identification Methods

Major: Automation and Computer-Integrated Technologies
Code of subject: 8.151.00.M.014
Credits: 3.00
Department: Electromechatronics and Computerized Electromechanical Systems
Lecturer: profesor Paranchuk Yaroslav Stepanovych
Semester: 2 семестр
Mode of study: денна
Learning outcomes: - knowledge of modern; research methods in the field of power engineering, electrical engineering and electromechanics and related fields; - critical analysis, evaluation and synthesis of new ideas; - ability to develop and implement projects, including own research, which provide an opportunity to rethink existing or create new knowledge; - ability to argue the choice of method of solving a specialized problem, critically evaluate the results and defend decisions; - ability to integrate knowledge from other disciplines, apply a systematic approach and take into account non-technical aspects in solving engineering problems and conducting research; - knowledge and understanding of modern scientific theories and methods, and the ability to effectively apply them to the synthesis and analysis of electrical, electrical or electromechanical systems; - ability to effectively apply methods of analysis, mathematical modeling, perform physical and mathematical experiments in research; - ability to combine theory and practice, as well as to make decisions and develop a strategy for solving scientific and applied problems, taking into account universal values, social, state and industrial interests; - ability to argue the choice of methods for solving scientific and applied problems, critically evaluate the results and defend the decisions made.
Required prior and related subjects: • Analytical and numerical research methods, • Modern control methods and their application in electrical systems; • Methods of synthesis and analysis of control systems. • Macromodeling of components of electromechanical systems. • Synthesis of modern controlled electromechanical transducers; • Methods of analysis and control of intelligent power systems.
Summary of the subject: The basic concepts of systems analysis, methods of classification of systems, models of systems used in problems of optimization, identification, parametric and nonparametric methods of system identification, methods of one- and multicriteria optimization, methods of construction of predictors, observers and estimators in linear and nonlinear electrotechnical and electromechanical systems are studied. As well as methods for estimating the accuracy of the obtained models are developed.
Assessment methods and criteria: - reports on laboratory work, oral examination (30%) - control measure: exam, written and oral form (70%).
Recommended books: 1. Zhaldak MI, Trius YV Fundamentals of optimization theory and methods: Textbook. -. Cherkasy: Brama-Ukraine, 2005. - 608 p. 2. Miloserdov VO Algorithmization of energy optimization problems: Textbook. manual.- Vinnytsia: VNTU.2004. -122 s. 3. Katrenko AV System analysis. New World Publishing House, Lviv. - 2009. - 396p. 4. Romanov VN System Analysis for Engineers, Ed. 2nd, ext. - СПб: СЗГЗТУ, 2006. - 186 с. 5. Novoseltsev VI, Tarasov BV etc. Theoretical bases of the system analysis - M .: Major, 2006. - 592 p. 6. Semenov A.D, Artamonov D.V, Bryukhachev A.V Identification of control objects. - Penza: Penz Publishing House. state University, 2003. - 211 p. 7. Methodical instructions for laboratory work in the discipline "System analysis and methods of identification of electrical objects" for students of III level of higher education of all forms of education / Encl .: Lozynsky AO - Lviv, 2016. 8. MIT OpenCourseWare. System Identification. - Access mode https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-435-system-identification-spring-2005/index.htm 9. System Identification Toolbox package MATLAB. Access mode: www.mathworks.com/products/sysid/