Intelligent Control Systems

Intelligent Control Systems

QUALIFICATION

  • First Stage of Higher Education - Bachelor of Technics and Technologies

MODEL OF GRADUATING STUDENT

To analyze the features of social, political, cultural institutions in the context of their role in the modernization of Kazakhstani society, to describe the stages of formation of independent Kazakhstani statehood in the context of the global and Eurasian historical process.
2. Use the conceptual apparatus, methods and tools of higher mathematics, automatic control, electrical engineering, automatic control systems for analysis and synthesis of information data streams of measuring instruments of automation systems.
3. To manage, analyze and monitor IoT devices in accordance with the approved regulatory documents, metrological characteristics and operating modes of IoT devices.
4. Install, maintain and monitor network equipment using information exchange protocols, rules and methods for establishing network connections, basic network services and principles of network security.
5. Design, develop and test software, develop web applications with an ergonomic user interface based on a flexible methodology.
6. Design software for IoT devices, program a graphical user interface, application business logic and machine-to-machine interaction for IoT systems.
7. Develop a simulation model of the object (process) in question, develop and verify program code, test and upgrade IoT applications and devices.
8. To analyze the subject and problem areas and on its basis to design and develop an intelligent system, apply smart technology to solve applied problems.
9. Apply artificial intelligence methods in solving problems and making decisions, conduct testing, implementation and maintenance of artificial intelligence systems.
10. Conduct big data analysis, design and develop software tools for storing, processing and analyzing big data, use the services of cloud platforms to support modern application architectures.
11. Develop innovative solutions to integrate new technologies with existing IoT systems and create new intelligent solutions.
12. Work in a team, tolerantly perceiving social, ethnic and cultural differences, critically evaluate their activities, the activities of the team.

Program passport

Speciality Name
Intelligent Control Systems
Speciality Code
6B07113
Faculty
Information technology

disciplines

Algorithms and Data Structures
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is to develop the ability to analyze and optimize algorithms to solve complex problems, to develop efficient software solutions using appropriate data structures. The following aspects will be considered: Sorting and searching. Stack and queue. Linked lists. Trees and graphs. Hashing. Algorithms on graphs: traversal, shortest paths. Complexity analysis of algorithms.

Applied Physics
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline: the formation of students' systematized knowledge about the natural-science picture of the world, knowledge about the basic laws of physics; develop the skills of applying the laws and effects of physics to solve professional problems. Will be studied: the mechanical movement of bodies, the structure of materials, thermal, electrical, magnetic and optical properties of materials, the use of physical effects in technology.

Computer Systems, Networks and Cybersecurity
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to generate knowledge on computer systems, networks, the ability to apply knowledge in the design and configuration of network solutions. Тhe development of basic knowledge, skills covering all areas of information security, security of systems, networks, technologies and methods of protection. Multilevel computer architecture.

Control of technological production process
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is a systematic study of the problems of managing production processes using mathematical and computer modeling methods to ensure stable and rhythmic functioning of the enterprise. Within the discipline the following aspects will be considered: The discipline contains the following sections: Features of innovative management and mathematical modeling production of material goods. Assessing the potential of the basic technology of the enterprise using the production function, taking into account scientific and technological progress. Modeling the process of processing materials, blanks, semi-finished products into finished products using the model of the problem of optimal use of resources. Management of the main production taking into account signals from the market of factors of production. Management of the process of loading production capacities. The formation of the optimal trajectory of the production and technological process using the task of streamlining and coordination.

Culturology
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim of discipline is to form a bachelor's understanding of the specifics of the development of national culture in the context of world culture and civilization, need to preserve the cultural code of the Kazakh people, ability to pursue in independent professional activity a strategy of preserving the cultural heritage.

Database Theory
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to carry out conceptual, logical and physical database design; Use query languages for organizing and managing data. Within the discipline the following aspects will be considered: The following aspects are considered within the discipline: Data abstraction and an introduction to data management. Infological modeling and the entity-relationship model. Datalogical design and relational data model. SQL data manipulation language. Designing and testing a relational database. Ensuring data integrity. Non-relational data and knowledge. Modern data access technologies.

Database Theory and Applications
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to design and develop web applications. Тo build the ability to carry out conceptual, logical and physical database design; Use query languages for organizing and managing data. Architecture of client-server technologies. Designing a database of web applications, FRONTEND development.

Design of automation and control systems
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course is designed to study the basic principles and methods of design and development of automated control systems. Students study the theoretical foundations of automation, programming controllers, principles of constructing control circuits, as well as methods of analysis and optimization of automatic control systems.

Design of intelligent control systems
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to substantiate the features, similarities and differences of deterministic and non-deterministic automated control systems (ICS), to prove the need for a transition to the design and implementation of intelligent control systems (ICS) under uncertain initial and boundary conditions. Within the framework of this discipline, students study the rationale for the use of AI in the management of technology and economics. Intelligent control systems and specialized control computers with neural accelerators and applications. Intelligent algorithms in society and methods of their application in the management of maintenance and business. AI PC architecture and intelligent control system design. Examples of the application of intelligent control systems in economics, technology and industry. Development of typical tasks with AI and testing of the developed intelligent systems. Ethical and social aspects of the introduction of AI and intelligent management systems in society.

Differential controls in applications
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is to develop the ability to apply methods of solving differential equations for modeling and analyzing various processes and phenomena. The course will cover the following aspects: ordinary differential equations of the first order, higher-order differential equations, systems of differential equations, partial differential equations, approximate methods for integrating differential equations, application of differential equations, development and analysis of models using numerical methods, and utilization of software tools for process modeling.

Differential Equations
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to apply the basic approaches of the theory of ordinary differential equations, methods of integrating certain types of equations of the first and higher orders to study various problems of natural science and technology. Basic concepts of differential equations.

Digital circuitry of control systems
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to understand the principles of the construction and functioning of a microprocessor as an element of control systems, and to apply digital systems in automation and control. The following aspects will be considered: Basic elements of electronics. Photoelectronic devices and optoelectronics elements. Amplifiers and generators of sinusoidal and rectangular oscillations. Voltage and current stabilizers. Logic elements and circuits. Storage devices. Analog-to-digital and digital-to-analog converters. Fundamentals of calculation and design of electronic circuits. Energy aspects of electronics.

Digital Circuitry of Control Systems and Digital Measuring Technologies
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to understand the principles of the construction and functioning of the microprocessor as an element of process control systems, to build knowledge of the principles of using digital systems in automation and control. Within the discipline the following aspects will be considered: The basic elements of electronics. Bipolar Transistors Thyristors, varistors, thermistors, strain gauges. Photoelectronic devices, elements of optoelectronics. Amplifiers Sine-wave oscillators, active filters. Rectangular pulse generators. Voltage and current stabilizers. Logical elements. Combinational logic circuits. Cards Veicha-carnot. Digital integrated circuits. Sequential logic circuits. Triggers Registers, counters. Mass storage devices. Analog-to-digital and digital-to-analog converters. Basics of calculation and design of electronic circuits. Energy aspects of electronics. Features of the construction of micropower output stages, micropower integrated amplifiers.

Digital computerized production
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course is an extensive study of the application of modern digital technologies in production processes. Students learn the concepts and techniques behind the digitalization of manufacturing, including computer numerical control (CNC), computer-aided design (CAD), 3D printing, machine learning, Internet of Things (IoT), and the digital twin.

Digital signal processing
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course is a detailed study of methods of analysis, processing and interpretation of signals using digital technologies. Students learn the fundamentals of discrete mathematics, Fourier transform, filtering, correlation, and spectral analysis. They also master software for signal modeling and analysis.

Digital System Design
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is to develop skills in the design of digital systems with programmable logic devices (PLD), such as programmable logic arrays (FPGAs) and to teach students to develop, test, debug a digital system. Within this discipline, students study: Course overview. Description of the digital system. Digital electronic systems. Processor: Specification. Basic information on application-specific integrated circuits. VLSI and CAD design flow. Equipment description languages. Combinational schemes. NAND, NOR, XOR, NXOR, TRI-STATE. Means of synthesis of combinational circuits. Programming language structures. Serial circuits. State machines. Sequential implementation of algorithms

Discrete Mathematics and Mathematical Logic
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline: to familiarize students with the classical and modern state of the content of the subject “Discrete mathematics and mathematical logic”, as well as applications of the content of the subject to various tasks, including theory of circuits. Within the discipline the following aspects will be considered: Sentence Algebra. Formulas of propositional algebra. Disjunctive and conjunctive normal forms. The propositional calculus Axioms and inference rules in the propositional calculus. The predicate calculus. Algebraic systems. Turing machines. The logic of statements. Sets and subsets. Operations on sets and laws of set theory. Application of combinatorics rules. Counts. The trees. Paths in the trees. Events and operations on events. Definitions of probability. Conditional probability. Independence of events. Random value. Types of distributions. Population and sample. Testing statistical hypotheses.

Foreign Language
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose: to form the improvement of knowledge of foreign language communicative competence. The main methods of speech skills and foreign language communication skills are considered as a basis for the development of communicative competence; implementation of acquired speech skills in the process of searching, selecting and using material in English.

Further Mathematics
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to use the knowledge of the branches of higher mathematics in applied problems. Elements of linear algebra. Matrices and determinants. Systems of linear algebraic equations. Vectors. Equations of the line. Second order equations. Function limit. Continuity of function. Derivative function.

Information-Communication Technologies
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Рurpose: it consists in the formation of a new "digital" thinking, a critical understanding of the role and importance of modern information and communication technologies, the ability to apply information and communication technologies in various professional activities. They are being studied: the role of ICT in key sectors of society development is being studied. Architecture of computer systems. Software. Microsoft Office Internet technologies. Cloud and mobile technologies. Multimedia technologies. E-learning. Information technology in the professional field.

Intelligent Process Control
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is a systematic study of the problems of managing production processes using mathematical and computer modeling methods to ensure stable and rhythmic functioning of the enterprise. Building and design the prototype IoT device with the intelligent technological parameters of the control and data exchange object.

Introduction to Business Intelligence and Big Data
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to develop analytical solutions based on quantitative data on the basis of observation, analysis and forecasting of processes. Within the discipline the following aspects will be considered: The Delphi peer review method for generating control parameters of a business process. Methods of correlation and regression analysis for managing and forecasting business processes. Managing business processes by building a multi-factor metric model. Statistical evaluation and characterization of a sample of the management of business structure activities. Development of management decisions using a multivariate regression model for decision making and business process management. Conditions for maximizing the profit of business structures. Market equilibrium.

Introduction to Intelligent Control Systems
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is to develop the ability to design and apply methods of intelligent control systems for automating and optimizing processes across various fields. The content includes: fundamentals of control theory, algorithms and methods of artificial intelligence in management, decision-making systems, expert systems, optimization methods, modeling of control systems, data processing and analysis, and software tools for developing intelligent control systems.

Introduction to Intelligent Systems
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose of discipline: Familiarization of students with the problems and areas of use of intelligent information systems and technologies, coverage of theoretical and organizational and methodological issues of the construction and functioning of knowledge processing systems, instilling skills of practical work on the design of knowledge bases.

Kazakh (Russian) Language
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Рurpose: ensuring the qualitative assimilation of the Kazakh (Russian) language as a means of social, intercultural, professional communication through the formation of communicative competencies. The following are studied: the system of phonetic, lexical, grammatical means of language, ideas about language as a cultural phenomenon and about the specifics of speech culture; language as an element of the national linguistic picture of the world; the status of the Kazakh (Russian) language in the world space.

Linear Systems of Automatic Control
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to design and use linear automatic control systems (ATS) in accordance with the terms of reference and regulatory and technical documentation. The following aspects will be considered: Principles of construction of linear ATS. Management and regulation in engineering. Classification and functional description of linear ATS. Transfer functions and process analysis. The task of sustainability. Transient and steady-state errors. Frequency characteristics and delayed systems. Synthesis of corrective devices.

Machine to Machine and Human-Machine Interaction
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is the study of models, methods and technologies for the optimal design of the processes of functioning of human-machine systems. Building the ability to apply the principles of M2M wireless data exchange of IoT devices to create remote control of collective smart devices. Expert systems.

Mathematics for Engineers
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to use knowledge of higher mathematics sections in applied problems. The following aspects will be considered: Elements of linear algebra, matrices and determinants, systems of linear equations, vectors, equations of the direct and second order. Limit of a function, continuity, derivative, rules of differentiation. Functions of several variables, extremes, integrals. Probabilities, distributions, sampling, analysis of variance, Markov chains.

Military Training
  • Number of credits - 6
  • Type of control - MC
  • Description - Military Training

Module of socio-political knowledge (Culture)
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Culture)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Political science)
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Political science)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Psychology)
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Psychology)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Sociology)
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Sociology)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Sociology/ Political science/ Culture/ Psychology)
  • Number of credits - 8
  • Type of control - RK + Exam (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Nonlinear System of Automatic Control
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is to develop the ability to analyze and design nonlinear automatic control systems, taking into account their specific characteristics and behaviors. Topics covered include principles and classification of nonlinear control systems, modeling and analysis of nonlinear systems, methods for linearizing nonlinear models, phase portraits and stability, transient processes and cyclic oscillations, and methods of harmonic balance.

Operating systems and networks
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form knowledge on computing systems and networks, the ability to apply knowledge in the design and configuration of network solutions. The following aspects will be considered: Multi-level computer architecture. Operating systems. Process management. Mutual exclusions and synchronization. Memory management. File systems. Operating systems for IoT. Data transmission networks. OSI. Routing and switching in networks. Computer network design.

Optimization Methods and Numerical Methods
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to develop, apply and analyze optimization methods and numerical methods to solve complex engineering and scientific problems. The following aspects will be considered: Classical optimization methods. Numerical methods for solving equations. Optimization based on multiple constraints. Evolutionary algorithms and methods. Numerical integration and differentiation. Using software tools for numerical problem solving.

Philosophy
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose: to form a systematic understanding of philosophy and its main problems and methods in the context of future professional activities. The main content of ontology and metaphysics is considered in the context of the historical development of philosophy; the importance of key worldview concepts in the modern world.

Physical Training
  • Number of credits - 2
  • Type of control - РК(с оценкой)
  • Description - The purpose of the discipline is the formation of social and personal competencies of students, ensuring the targeted use of the appropriate means of physical culture and sports for preservation, preparation for professional activities. As a result of studying the discipline, the graduate should know the role of physical culture in human development.

Political Science
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The academic discipline “Political science” forms knowledge of the laws and laws of world politics and modern political processes, explaining the essence and content of the policy of national states, on the basis of ensuring national security and the realization of national interests.

Principles and Methods of Intelligent Control Systems Design
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to develop mathematical models and algorithms for intelligent control systems for mobile robotic systems for various purposes, differing in the design of movers, mechatronics elements and software implementation platforms. Power systems of robots and their mathematical models.

Process Data Management and Visualization Project
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to design, prototype an IoT device with the visualization of technological data. The main features of communication with lower-level devices. Types of OPC servers. Integrated Package Environment and Project Management User interface elements.

Programming Technologies
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to develop application programs using methodology, basic paradigms and modern programming languages. Within the discipline the following aspects will be considered: General characteristics of programming languages. Basic constructions of modern programming languages (C ++, C #). Operations using data types and operators. A flow of control commands based on decision operators and cycles. Design and analysis of code segments using branching operators. Functions and methods. Ways to efficiently store and process data. Design and analysis of code segments that perform file I / O. Procedural, logical, functional and object-oriented programming. Technologies and programming tools.

Psychology
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of studying the discipline is to provide scientifically grounded training of highly qualified specialists on the basis of studying the fundamental concepts of psychology management, creating the necessary prerequisites for theoretical understanding and practical application of the most important management problems related to the process of professional development.

Security of Computing Systems and Networks
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to master basic knowledge and skills covering all areas of information security, security of systems and networks, technologies and methods of protection. The following aspects will be considered: Protection against viruses and signs of infection. Means of countering security threats. IT environment security management. Digital signatures and certificates. Ensuring the integrity of data and network devices. Setting up secure access and monitoring. Authentication, authorization and accounting. Protection of operating systems and detection of attacks.

Sociology
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course presents general questions of theory and history of sociology, methodology and methods of sociological research, special sociological theories. This course is aimed at shaping the sociological imagination of students, basic ideas about the subject and methods of sociological research, topical problems and sociology branches.

Software tools for modeling PLM systems
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study tools and methods for creating and analyzing CAE models of PLM systems. This discipline provides students with the knowledge and skills necessary for the design and evaluation (mathematical computer models) of MСM PLM systems. They are one of the stages of building digital twins of various PLM systems. Within the framework of this discipline, students study the theoretical foundations of MCM, methods for constructing MCM, and also learn the principles of using software such as NX CAE for designing and analyzing the adequacy of MCM in a computer environment. Introduction to MCM PLM systems. Theoretical foundations of ICM. Mathematical models and their types (discrete, continuous, stochastic, etc.). Methods of mathematical modeling (differential equations, probabilistic models, etc.). Application of mathematical methods in system modeling. Overview of the main software tools for modeling systems (Matlab, Simulink, AnyLogic, Arena, Compass, NX SAE, etc.). The main features and functionality of modern MCM software. Practical work with software tools for mathematical modeling: creation of virtual graphical models, setting initial and boundary conditions, launching and analyzing the dynamics of technological parameters and assessing the adequacy of a virtual model with a real process. Additive modeling as a stage of improvement of TOA.

Software Tools for Modeling Production Systems
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course is designed to explore methods and tools for modeling and analyzing manufacturing systems using software. Students master the theoretical foundations of modeling, develop skills in working with various software tools, including ARENA, Simul8, AnyLogic, and use them to optimize production processes.

The Basics of Artificial Intelligence
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to develop and implement components of artificial intelligence systems to improve the speed and quality of data processing and decision-making. The following aspects will be considered: Concepts and applications of artificial intelligence. Search algorithms, heuristic methods. Knowledge representation and reasoning. Basic machine learning algorithms. Natural language processing models. Generative models. The basics of computer vision. Ethics and legal issues of artificial intelligence application.

Theoretical Electrical Engineering
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - To teach students the theoretical foundations of electrical engineering and mathematical description of the processes occurring in electrical circuits. The concept of electric current; basic concepts of an electric circuit; the element base of electric circuits; calculation of electric circuits under various modes; methods for calculating complex electric circuits; three-phase circuits; electric filters; circuits with distributed parameters; linear electric circuits of sinusoidal current; nonlinear electric circuits.

Нistory of Kazakhstan
  • Number of credits - 5
  • Type of control - [РК1+MT+РК2+ ГЭК] (100)
  • Description - The purpose of the discipline is to give objective knowledge about the main stages in the development of the history of Kazakhstan from ancient times to the present. Expected learning outcomes: 1) demonstrate knowledge and understanding of the main stages in the development of the history of Kazakhstan; 2) to correlate the phenomena and events of the historical past with the general paradigm of the world-historical development of human society through critical analysis; 3) to possess the skills of analytical and axiological analysis in the study of historical processes and phenomena of modern Kazakhstan; 4) be able to objectively and comprehensively comprehend the immanent features of the modern Kazakh model of development; 5) Systematize and give a critical assessment of historical phenomena and processes in the history of Kazakhstan. During the study of the discipline students will learn following aspects: Ancient people and the formation of a nomadic civilization, Turkic civilization and the Great Steppe, Kazakhstan in modern times (XVIII - early XX centuries), Kazakhstan as part of the Soviet administrative-command system, Kazakhstan in the world community (1991-2022).

Data for 2021-2024 years

disciplines

Abais Teaching
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to form in future specialists the ability to self-knowledge, the use of Abai's doctrine as the basis of spirituality and intellectuality of modern Kazakhstan, the application of their professional knowledge, understanding and abilities through the prism of humanism and education in order to strengthen the unity of the country and civil solidarity of society.The following will be studied: the concept of the teachings of Abai; sources of teaching; components of Abai's doctrine; categories of Abai's doctrine; assessment tools of the teachings of Abai; the essence and meaning of Abai’s doctrine.

Al-Farabi and Modernity
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim of the discipline is to form students' ideas about the scientific and philosophical heritage of the great Turkic thinker Abu Nasr al-Farabi in developing the world and national culture. Learning outcomes: explain the main philosophical contents al-Farabi's heritage and his influence on the formation of Turkic philosophy; influence European Renaissance.

Basics of financial literacy
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form rational financial behavior in students based on building a direct connection between understanding financial information and their practical application for making competent and informed decisions regarding personal finances and increasing their economic security, as well as the ability to critically evaluate and analyze processes related to protection their rights and interests as consumers of financial services through the use of financial instruments, including digital technologies.

Big Data analysis tool
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to develop skills in working with tools for the analysis and processing of big data. Within the discipline the following aspects will be considered: Big data analysis, Big data management; Big data integration Big data management systems (tools) such as: Apache Hive; Oracle HDFS.

Big Data and Cloud Computing
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to apply the concepts, technologies, architectures and applications of cloud computing to research and solve modern fundamental problems. Within the discipline the following aspects will be considered: The following aspects are considered within the discipline: Key trends in the development of cloud computing and technology. The architecture of the "cloud" technology. Methods and features of designing "cloud" services. The main models for providing cloud computing services. Leading vendor solutions - Microsoft, Amazon, Google. The main advantages and disadvantages of cloud computing models and solutions proposed on their basis.

Cloud Application Development Foundations
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form theoretical and practical knowledge about cloud computing technologies, as well as skills for their implementation in modern business. The following aspects will be considered: Architecture of cloud systems. Cloud deployment models. Cloud computing service delivery models. Microsoft cloud services. Google Cloud services. Amazon Elastic Computing Cloud. Security issues of cloud computing. Installing and configuring cloud services. Development and deployment of cloud applications.

Computer Vision in IoT
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the course is to study the application of computer vision algorithms in the Internet of Things (IoT). Students will gain knowledge of image analysis, pattern recognition, video processing, and the use of sensor data to solve various IoT problems such as monitoring, control, and quality control.

Deep Learning Models
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to use deep neural networks to solve problems that require large computing resources. Within the discipline the following aspects will be considered: The device of deep neural networks. Network Architecture. Existing deep learning software systems. Assessment of the quality of training. The task of computer vision. The use of deep neural networks for solving computer vision problems: classification and image segmentation, the use of networks previously trained on a data set, the preparation of a data set from images.

Design of intelligent control systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study the methods of knowledge synthesis and building intelligent systems; skills in describing systems within the project. Classification of intelligent systems. Design of regulators. Comparative characteristics of crisp and fuzzy controllers. Synthesis of parallel algorithms for information processing.

Digital devices and microprocessors
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course is a study of the hardware fundamentals of digital electronics and microprocessor systems. During the training, students deepen their knowledge of the principles of operation of digital devices, including circuit design, logic, control circuits and data input-output. The focus is on the design, analysis and programming of microprocessor systems in assembly language and high-level programming languages.

Ecology and Human Life Safety
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to form a number of key competencies based on modern concepts of environmental management, implementing the principles of harmonious optimization of human interaction with nature. The following will be studied: the principles of sustainable development, conservation and reproduction of natural resources to ensure the safety of human life, methods for assessing and minimizing risks, protecting against dangers, including during travel, measures to eliminate the consequences of accidents, anthropogenic disasters, natural disasters, environmental protection and rational environmental management.

Entrepreneurship
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose: formation of practical skills for carrying out entrepreneurial activities. Student able to: use market opportunities that correspond to their interests and abilities; make an initial decision about business; work effectively within the framework of legal norms; evaluate the potential market opportunities of a startup.

Human-machine interaction in IoT
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is the study of models, methods and technologies for the optimal design of the processes of functioning of human-machine systems. Within the discipline the following aspects will be considered: The following aspects are displayed within the discipline: Expert systems of human-machine interaction. Decision systems based on a computing component. Linguistic-algebraic systems of piecewise linear automata. Formal grammars, Petri nets, logical automata and schemes of Lyapunov algorithms, logical-linguistic models of situational control, Janov schemes Functional and functional-semantic networks. Probabilistic-algorithmic and fuzzy-algorithmic models.

Hybrid expert systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to develop hybrid expert systems and apply them to solve applied problems. Within the discipline the following aspects will be considered: Fuzzy sets. Terms and Definitions. Properties of fuzzy sets. Operations on fuzzy sets. Classification of expert systems. The structure of hybrid expert systems. Stages of development of hybrid expert systems. Representation and organization of knowledge in hybrid expert systems. The use of hybrid expert systems in various fields.

IIoT Intelligent Control Systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline: to study the principles of building a central multi-level intelligent control system to optimize the collective work of industrial facilities equipped with sensors, actuators and united by common wired and wireless computer networks.Within the discipline the following aspects will be considered: Within the discipline, the following aspects are displayed: Industrial Internet. The central server and its software for remote data collection and exchange between collective industrial units equipped with sensors and actuators according to IIoT principles. Intellectualization of management using a knowledge base in the form of OPC (Open Platform Communications) server of expert knowledge of specialists of this enterprise. Assessment of the levels of automation and intellectualization of production to improve ISU.

Industrial networks
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of this discipline is to study the fundamentals of industrial networks and their applications in industrial environments. This course covers important aspects of industrial networks: types and relevance in today's environment, communication architecture and protocols, design, integration with other systems, security, and maintenance techniques for reliability and performance.

Integrated Automation Environment
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to practically apply an integrated automation environment to create a software and hardware complex of multi-level modern automation on microcontrollers of a complex technical facility. The following aspects will be considered: Architecture of automated systems. Programmable logic controllers. SCADA systems. Human-machine interface. Integration of production systems. IoT in automation. Cybersecurity in automated systems. Diagnostic and backup methods. Analysis and optimization of integrated systems.

Intelligent production process management systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course is a study of modern methods and technologies used in intelligent production process control systems. Students master the principles of machine learning, data analysis, artificial intelligence and their application to optimize and automate production operations.

Inter-machine interaction M2M
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to apply the principles of M2M wireless data exchange of IoT devices to create remote management of collective smart devices. The following aspects will be considered: Features of wireless data exchange of IoT devices. Read/write, polling and waiting methods using the DDS protocol. The sensor node is an XMPP protocol broker. Requests-responses (GET, PUT, HEAD, POST, DELETE) of the COAP protocol. MQTT protocol for telemetry and remote monitoring of IoT devices.

Introduction to Big Data using SQL
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to work with large-scale data using SQL. The following aspects will be considered: SQL engines for big data. Operational and analytical databases. Relational databases and SQL. Distributed data storage. Structured, unstructured, and semi-structured data. Data warehouses. Support for SQL or SQL-like queries in NoSQL databases. ACID-appropriate database management systems for Big Data.

Introduction to Blockchain
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of this discipline is to take into account the conceptual principles of blockchain technology. Within the discipline the following aspects will be considered: Decentering. The concept of the basis of the blockchain. Cryptography in block , Algorithm of consensus and mining blocks. Introduction to the block map UVM. Introduction of cryptocurrency in smart contracts. Blockchain primitive.

Introduction to Blockchain Technologies
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to justify, design and apply blockchain technology in practical work. Within the discipline the following aspects will be considered: Software architecture and its relationship with blockchain technology. Different ways to determine blockchain technology. Blockchain Design Basic concepts of blockchain ownership management. Documentation of ownership. Data hashing.

Introduction to data mining
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to apply methods and algorithms of intellectual analysis in solving problems of identifying implicit patterns in large data sets. The following aspects will be considered: Introduction to data mining. Types of data and attributes. The basics of Python and its libraries. Statistical descriptions and data visualization. Pre-processing of data. Data warehouses and OLAP. Patterns of frequency extraction, association and correlation. Classification and cluster analysis. Detection of emissions. Trends and boundaries of research in data mining.

Introduction to Digital Production
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course introduces the basics of digital technologies in production processes. Training includes the basics of computer modeling, production automation, the use of the Internet of Things and digital twins. Students learn the integration of digital tools to optimize production processes and increase efficiency.

Lean manufacturing
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study methods and principles aimed at optimizing production processes, reducing waste, and increasing manufacturing efficiency. This course covers the basic principles and tools of lean manufacturing such as 5S, Kaizen, Theory of Constraints and others, and their application to process optimization, quality management and cost reduction in various industries.

Legal Bases of Corruption Control
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form a responsible attitude and the ability to demonstrate in practice the application of the principles and norms of anti-corruption legislation in order to prevent corruption offenses, to form intolerance towards corruption, an anti-corruption culture in everyday life and at the workplace, civil liability. The following will be studied: anti-corruption legislation, the system and activities of anti-corruption subjects, causes and conditions conducive to corruption, anti-corruption policy, international experience in combating corruption.

Local and cloud servers for smart systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to evaluate the economic and software and hardware advantages of the pre-design development of smart systems databases on local servers with the subsequent transfer of the finished project with test tasks to the cloud servers. Within the discipline the following aspects will be considered: Technology for creating a local server on the developer's computer. Local and cloud servers. An overview of existing applications for creating a local server on a personal computer. The installation and initial operation on the local server. Creation of client server applications. Creation of a database and its administration on a local server. Web programming applications on a local server. Pre-project testing and transfer of the project to the cloud server.

M2M Simulation Modeling System
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to develop and apply simulation systems to analyze and optimize the interaction between devices in M2M networks. The following aspects will be considered: Fundamentals of M2M communications and architectures. Software platforms for simulation modeling. Development of models for M2M systems. Communication protocols and standards in M2M. Performance and reliability analysis. The use of AI in M2M modeling. Integration and testing of M2M system models.

Machine learning
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is to develop the ability to design, train and apply machine learning models for data analysis and process automation. The following aspects will be considered: Machine learning methods: learning with a teacher, learning without a teacher, learning with reinforcement. Linear models. Nonlinear models. Algorithms for solving classification, regression, clustering problems. Methods of dimensionality reduction. Evaluation and validation of models. Hyperparameter and model optimization.

MatLab IoT Project
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to apply IoT technologies and architectures for data analysis and modeling. Within the discipline the following aspects will be considered: The following aspects are considered within the discipline: Key features of Matlab for data analysis. Work with the ThingSpeak Internet of Things cloud service, including data analysis and visualization in the cloud. Opportunities for working from Matlab with other WEB services. Creating Matlab-independent applications. Devices for sending data to ThingSpeak using popular IoT protocols. Visualization of sensor data in real time. Data aggregation on demand from third-party sources.

Methods of scientific research
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to develop skills in cognitive activity in the field of science. To use methods of scientific research for understanding and assimilating information. To be able to describe the object of research. To master methods of search, processing of scientific information, systematization, analysis, synthesis to obtain an objective content of scientific knowledge. To apply analytical and practical research methods and argumentation systems for justification, assertion, evaluation.

Microcontrollers smart IoT systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study the principles of functioning of microcontrollers embedded in smart IoT systems. Within the discipline the following aspects will be considered: The following aspects are displayed within the discipline: Universal microcontrollers for IoT. Technical and overall dimensions and parameters of the electronic block of microcontrollers for IoT. Problems designing smart IoT systems. Issues of regulation of energy consumption at radio frequencies, HF, UHF and microwave.

Modeling and Optimizing of IIoT Device Control
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build an information model for managing IIoT devices, as well as modeling and optimizing the inter-machine interaction of IIoT devices. The following aspects will be considered: The problem of unification of protocols for wired and wireless data exchange of technological processes. ORS servers. Modeling of machine-to-machine interaction of IIoT devices. Optimization of management and interaction of IIoT devices. IIoT standards and protocols. Implementation and testing of IIoT models.

Pattern recognition theory
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to select acceptable tools and environments and develop applications for solving signal processing and pattern recognition problems. Representation of images and basic approaches to machine recognition. Applications of pattern recognition methods. Classification based on Bayesian decision theory.

PLC programming
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study the basics of programming industrial controllers (PLC) and their application in automated control systems. This discipline examines the fundamentals of industrial automation and the role of PLC. PLC architecture, programming languages (for example, Ladder Logic, Structured Text), program development, debugging, integration with other systems, and application in various industries are covered.

Processes simulation modeling
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study the methods and technologies of simulation modeling as applied to the tasks of logistics and management of complex systems. Within the discipline the following aspects will be considered: A brief excursion into system analysis. Simulation method. Process-oriented discrete simulation models. Simulation technology: the basics of a practical approach. Simulation tools. Mastering the instrumental capabilities of modern modeling systems. Modeling and reengineering of logistics processes in supply chains. Supply chain simulation.

Programming of industrial programmable logic controllers for IIoT
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form students' knowledge on the theory, principles of construction, operation of basic technical means based on programmable logic controllers and the conditions for their use in automation systems; mastering the basic principles and methods of programming in the language of ladder diagrams.

Programming of microcontrollers
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The main goal of the course is to familiarize students with the basics of programming microcontrollers, their architecture, methods of interacting with peripheral devices and developing embedded applications. Aspects of the course include learning microcontroller programming languages such as C or C++, as well as basic concepts for interacting with peripheral devices, including sensors, actuators, and communication interfaces.

Project for control and visualization of technological data
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to design, prototype an IoT device with the visualization of technological data. Within the discipline the following aspects will be considered: Purpose, the main functions of SCADA packages. The main features of communication with lower-level devices. Types of OPC servers. Integrated Package Environment and Project Management User interface elements. System tree. Work with OPC servers. Installation and configuration of the OPC server. Setting up different polling periods for different groups of variables. SCADA objects. SCADA variables. Configuring the relationship between project variables. Group transfer of OPC variables to the object tree. Payment. Examples of formula calculations in SCADA. Event. Create custom posts. Cloud technologies. Access levels and project protection

Project on intellectualization of mechatronic systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to create prototypes of a mechatronic device with intelligent technological parameters for recognizing the trajectory of movement, obstacles and sensors of the service station. Within the discipline the following aspects will be considered: The following aspects are displayed within the discipline: Classification of the influence of discrete sensors and stepper motor data for the implementation of the positioning of the mechatronic device in service stations. Sensitivity assessment of the touch light sensor to create a system for recognizing the trajectory of movement from post to post on a technological white line. Analysis of the accuracy of installation of a mechatronic trolley along an inductive ring. Stability of the set operating modes of the intelligent device of the technological chain of production.

Scientific Research Methods
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Рurpose: to form a methodological and scientific culture, a system of knowledge, skills and abilities in the organization and conduct of scientific research. General scientific research methods are studied, including methods of searching, processing, systematization, analysis, synthesis, generalization and argumentation of scientific information to obtain the objective content of scientific knowledge.

Simulators in Automation Systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to develop local systems of automatic regulation, control based on a microprocessor kit, to implement, debug, run in practice all types of studied software, hardware for regulating, controlling actuators. Components of the development environment, communication. Configuration, parameterization of modules.

Simulators of human-machine interaction
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to design and use a user interface that connects the operator to the controller of intelligent technical objects. Within the discipline the following aspects will be considered: Within the framework of the discipline are studied: Ways and methods of simulation when configuring HMI using a graphical editor. Modern graphic information panels of microprocessor complexes. Transferring programs to the HMI system (Panel or Software) and vice versa. Use of built-in templates and graphic objects. Scenarios for improving the design of the project. Interpretation of the functional specification for configuring the HMI system.

Smart technologies for modeling intelligent objects
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is the assessment by methods of computer modeling in the environment of MATLAB 8.0 the level of intellectualization of smart systems according to the parameters of the technological process. Within the discipline the following aspects will be considered: The following aspects are displayed within the discipline: Methodology for assessing the degree of intellectualization of an object in a MatLab 8.0 smart environment. Assessment of the adequacy of MatLab 8.0 applications that automate the process of modeling intelligent control systems. Classification of MatLab 8.0 smart applications by neural networks, fuzzy logic, Simulink and PDE for creating intelligent applications of technical objects.

Technologies in intelligent control systems in IoT
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form the ability to apply a new element base of intelligent control systems - neural network controllers, fuzzy controllers focused on supporting intelligent information processing and control technologies. Within the discipline the following aspects will be considered: Comparative evaluation of the functionality of an existing controller with a PID controller and a technologically advanced neurocontroller. Adaptive control systems based on a controller with a PID controller and neurocontroller technology. Technology fuzzy controllers; -technology for creating knowledge bases in modern ISU.

The theory of automatic control
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the course is to familiarize yourself with the basic principles and methods of automatic control, including mathematical modeling, analysis and synthesis of control systems. Students learn various types of control systems, stabilization and optimization techniques, and gain skills in applying theoretical concepts to real-world engineering problems.

TIA Portal 1 Simulators
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to develop local automatic control and control systems based on a microprocessor kit, implement, debug and run software and hardware control of actuators. The following aspects will be considered: Components of the development environment and communication. Characteristics of the platform devices. The principle of program processing by the automation system. Addressing and connection of signal modules. Configuring and parameterizing modules. Program structuring, program blocks. Integration of the visualization system. Diagnostic functions and error correction. Functions and function blocks. Analysis of diagnostic data.

TIA Portal human-machine interface
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of this discipline: to study the work of a human-machine interaction simulator (HMI), built into a modern integrated automation environment. Within the discipline the following aspects will be considered: Ways and methods of simulation in the PlcSim environment when configuring HMI controllers using the WinCC graphical editor of the Simatic KTP900 Basic touch screens. Tasks with the display of technological information of different levels of complexity on modern graphic information panels of microprocessor complexes. Issues of configuration and testing of microcontroller automation devices.

Wireless communication protocols of IoT Devices
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to apply the principles of standardization and methods of wireless data exchange of IoT devices in mini-projects. Within the discipline the following aspects will be considered: Features of wireless data exchange of IoT devices associated with the miniature and poor power availability of IoT sensors. DDS protocol and its inherent read / write operations in accordance with the accepted data exchange classes.

Data for 2021-2024 years

INTERNSHIPS

Educational
  • Type of control - Защита практики
  • Description - Сonsolidation of the received theoretical knowledge, professional orientation of students; familiarization and study of the organization of activity, structure, directions of scientific activity of the department, faculty, university. - use knowledge of physical laws and theories to explain the structure of matter, forces and interactions in nature, the origin of fields; use acquired knowledge in practice and in everyday life;

Pre-diploma
  • Type of control - Защита практики
  • Description - The goal of the practice is to form the ability to integrate the theory and methodology of technological and chemical disciplines to solve practical problems related to future professional activities. The practice is aimed at the formation of an independent solution to real problems in the field of chemical technology of inorganic substances using the competencies obtained in the course of mastering the educational program.

Pre-Diploma
  • Type of control - Защита практики
  • Description - TThe objective is form the ability to consolidate the theoretical knowledge, analytical and managerial skills, collecting material for the diploma work. The following will be studied: analysis of enterprises' performance effectiveness, advantages and disadvantages of enterprises, list of partners, agreements, contracts, arrangement of meetings, negotiations, recruitment of personnel, team work.

Production
  • Type of control - Защита практики
  • Description - The purpose of the practice is to form professional knowledge in the field of the chosen specialty, to consolidate the theoretical knowledge obtained in the disciplines of the directions and special disciplines of the program, to master the necessary professional competencies in the chosen direction of specialized training. The practice is designed to create conditions for the formation of practical competencies.

Professional (educational)
  • Type of control - Защита практики
  • Description - The purpose of the practice is to form the ability to apply in the field in practice their knowledge and skills formed during the development of the discipline "Geodesy", as close as possible to the production conditions of land management. As a result of the internship the student will be able to: 1. use surveying tools; 2. make verification of theodolites, levels, total stations and their installation in the working position; 3. lay theodolite course; 4. make leveling; 5. perform total station survey; 6. to produce laboratory processing of field measurements; 7. make a plan, longitudinal and transverse profiles and other necessary drawings. The practice of geodesy refers to a cycle of training practices. During the practice, the following types of geodetic works will be done: verification of theodolites, levels, total stations and their installation in the working position: centering, horizonting; measurements by theodolite, level, total station; laying of the traverse along the boundary of land use and checking the admissibility of measurement errors; in excess of measurement errors, repeated measurements are made; leveling and checking the admissibility of measurement errors; surveying and manufacturing plan.

Data for 2021-2024 years