Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / MATHEMATICS
Course: | MATHEMATICS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12040 | Obavezan | 1 | 5 | 2+2+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
2 sat(a) theoretical classes 0 sat(a) practical classes 2 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / ELECTRICAL DRIVES
Course: | ELECTRICAL DRIVES/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12781 | Obavezan | 1 | 6 | 2+2+1 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | There are no prerequisites with other subjects. |
Aims | The course is designed to familiarize students with electric drives - structure, basic equations, speed regulation, and braking methods, as well as with a choice of electric motor power. |
Learning outcomes | Upon completion of this course, the student will be able to: - Explain the concept, characteristics and structure of electric drives, - Illustrates the structure of electrical drives, - Explain the principle of operation of electric drives, - Mathematically describes and creates simulation models of electrical machines, as the main components of electrical drives, - Explain the coupling of all elements of electric drives, - Understands the influence of controllable parameters of electric machines on current and torque. |
Lecturer / Teaching assistant | Assistant prof. Martin Ćalasan, MSc Mihailo Micev |
Methodology | Lectures, calculation exercises, demonstrative examples, laboratory exercises. Consultations. |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | Introduction. The general structure of electric drives. Moment of inertia. Drive mechanics. |
I week exercises | Moment of inertia. |
II week lectures | Operating point. Mechanical characteristics of the machine and load. Stability of the operating point. Drive dynamics. |
II week exercises | Operating point. Mechanical characteristics of the machine and load. Stability of the operating point. Drive dynamics. |
III week lectures | DC drive structure. Voltage equations of a DC machine. Actuators in DC drives. |
III week exercises | Actuators in DC drives. |
IV week lectures | Methods for DC drive speed regulations. Speed regulation (changing the supply voltage and adding resistance). |
IV week exercises | Speed regulation (changing the supply voltage and adding resistance) |
V week lectures | Speed regulation (changing the excitation voltage). |
V week exercises | Speed regulation (changing the excitation voltage). |
VI week lectures | Braking of DC drives. Ward-Leonard group. Reversing DC drives. |
VI week exercises | Braking of DC drives |
VII week lectures | Colloquium |
VII week exercises | Colloquium |
VIII week lectures | AC drive structure. Three-phase and single-phase AM. Basic equations of an AC machine. Torque characteristic of an AC machine. |
VIII week exercises | Torque characteristic of an AC machine. |
IX week lectures | Actuators in AC drives. |
IX week exercises | Actuators in AC drives. |
X week lectures | Speed regulation of AC drives by changing the supply voltage and adding resistance. |
X week exercises | Speed regulation of AC drives by changing the supply voltage and adding resistance. |
XI week lectures | Frequency control of AC drives. |
XI week exercises | Frequency control of AC drives. |
XII week lectures | Braking of AC drives. |
XII week exercises | Braking of AC drives. |
XIII week lectures | Choice of electric motor power. Engine protection. |
XIII week exercises | Choice of electric motor power. |
XIV week lectures | Colloquium |
XIV week exercises | Colloquium |
XV week lectures | Examples of AC and DC drives in practice. |
XV week exercises | Examples of AC and DC drives in practice. |
Student workload | |
Per week | Per semester |
6 credits x 40/30=8 hours and 0 minuts
2 sat(a) theoretical classes 1 sat(a) practical classes 2 excercises 3 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | 1. M. Ćalasan, “Električni pogoni”, Elektrotehnički fakultet Podgorica, skripta, 2019. godine 2. P.C.Krause, et.al.: Analysis of Electric Machinery and Drive Systems, 3rd Edition, Wiley, 2013 3. Barnes M., Practical variable speed drives and power electronics, Elsevier, 2003. 4. Bose B. K., Power electronics and motor drives - advances and trends, Elsevier, 2004. 5. Vladan Vučković: Električni pogoni, Elektrotehnički fakultet, Beograd, 1997. 6. B.Jurković: Elektromotorni pogoni, Školska knjiga, Zagreb, 1978 |
Examination methods | Laboratory exercises + homework (or seminar) - 20 points. Test I - 40 points, Test II - 40 points. |
Special remarks | No |
Comment | If necessary, classes can also be conducted in English. |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / MICROCONTROLLERS IN INDUSTRY
Course: | MICROCONTROLLERS IN INDUSTRY/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12782 | Obavezan | 1 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / MODELING AND SIMULATION OF DYNAMIC SYSTEMS
Course: | MODELING AND SIMULATION OF DYNAMIC SYSTEMS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12783 | Obavezan | 1 | 5 | 3+0+1 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 1 sat(a) practical classes 0 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / ROBOTICS AND FLEXIBILE GENERATION SYSTEMS
Course: | ROBOTICS AND FLEXIBILE GENERATION SYSTEMS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12784 | Obavezan | 1 | 4 | 2+0+1 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
4 credits x 40/30=5 hours and 20 minuts
2 sat(a) theoretical classes 1 sat(a) practical classes 0 excercises 2 hour(s) i 20 minuts of independent work, including consultations |
Classes and final exam:
5 hour(s) i 20 minuts x 16 =85 hour(s) i 20 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 5 hour(s) i 20 minuts x 2 =10 hour(s) i 40 minuts Total workload for the subject: 4 x 30=120 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 24 hour(s) i 0 minuts Workload structure: 85 hour(s) i 20 minuts (cources), 10 hour(s) i 40 minuts (preparation), 24 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / CONTROL AND REGULATION OF ELECTRICAL DRIVES
Course: | CONTROL AND REGULATION OF ELECTRICAL DRIVES/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12785 | Obavezan | 2 | 6 | 3+2+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | There are no prerequisites with other subjects. |
Aims | The course is designed to familiarize students with the control and regulation of electric drives: mathematical description, overview of control methods, and specifics of control/regulation. |
Learning outcomes | Upon completion of this course, the student will be able to: - Understands the operation of automatic closed-loop systems in stationary and dynamic regimes, - Perform independent analysis and modeling of an automatic regulated drive, - Select the structure of the automatic regulated drive, - Understand the coupling of elements of automatic regulated electric drives, - Uses advanced methods/techniques to select controller parameters. |
Lecturer / Teaching assistant | Assistant prof. Martin Ćalasan, MSc Mihailo Micev |
Methodology | Lectures, calculation exercises, demonstrative examples, laboratory exercises. Consultations. |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | Introduction to drive regulation. Overview of typical schemes. |
I week exercises | Overview of typical schemes for drive regulation. |
II week lectures | The quality of the automatic control system of electric drives. Overview of state space methods. |
II week exercises | The quality of the automatic control system of electric drives. |
III week lectures | Parametric synthesis of electric drive regulators. |
III week exercises | Parametric synthesis of electric drive regulators. |
IV week lectures | Automatically regulated drives with DC machines. Mathematical description. |
IV week exercises | Automatically regulated drives with DC machines. Mathematical description. |
V week lectures | Control of DC drives with a thyristor converter. Control of DC drives fed from the chopper. |
V week exercises | Control of DC drives with a thyristor converter. Control of DC drives fed from the chopper. |
VI week lectures | Synthesis of the current loop with the symmetric optimum method. |
VI week exercises | Synthesis of the current loop with the symmetric optimum method. |
VII week lectures | Colloquium |
VII week exercises | Colloquium |
VIII week lectures | Automatically regulated electric drives with asynchronous motor-scalar control. |
VIII week exercises | Automatically regulated electric drives with asynchronous motor-scalar control. |
IX week lectures | Automatically regulated electric drives with asynchronous motor-vector control. |
IX week exercises | Automatically regulated electric drives with asynchronous motor-vector control. |
X week lectures | Frequency control of AC drives. U/F control with compensation. |
X week exercises | Frequency control of AC drives. U/F control with compensation. |
XI week lectures | Direct torque control. |
XI week exercises | Direct torque control. |
XII week lectures | Measurement in automatically regulated electric motor drives. Direct/indirect speed measurement of the regulated electric motor drive. |
XII week exercises | Measurement in automatically regulated electric motor drives. Direct/indirect speed measurement of the regulated electric motor drive. |
XIII week lectures | The use of advanced optimization methods and techniques for the calculation of the parameters of electric drive regulators. |
XIII week exercises | The use of advanced optimization methods and techniques for the calculation of the parameters of electric drive regulators. |
XIV week lectures | The use of MATLAB/Simulink in the regulation of electric drives. |
XIV week exercises | The use of MATLAB/Simulink in the regulation of electric drives. |
XV week lectures | Colloquium |
XV week exercises | Colloquium |
Student workload | |
Per week | Per semester |
6 credits x 40/30=8 hours and 0 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 2 excercises 3 hour(s) i 0 minuts of independent work, including consultations |
Classes and final exam:
8 hour(s) i 0 minuts x 16 =128 hour(s) i 0 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 8 hour(s) i 0 minuts x 2 =16 hour(s) i 0 minuts Total workload for the subject: 6 x 30=180 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 36 hour(s) i 0 minuts Workload structure: 128 hour(s) i 0 minuts (cources), 16 hour(s) i 0 minuts (preparation), 36 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | 1. M. Ćalasan, “Električni pogoni”, Elektrotehnički fakultet Podgorica, skripta, 2019. godine 2. P.C.Krause, et.al.: Analysis of Electric Machinery and Drive Systems, 3rd Edition, Wiley, 2013 3. Barnes M., Practical variable speed drives and power electronics, Elsevier, 2003. 4. Bose B. K., Power electronics and motor drives - advances and trends, Elsevier, 2004. 5. Vladan Vučković: Električni pogoni, Elektrotehnički fakultet, Beograd, 1997. 6. B.Jurković: Elektromotorni pogoni, Školska knjiga, Zagreb, 1978 |
Examination methods | Laboratory exercises + homework (or seminar) - 20 points. Test I - 40 points, Test II - 40 points. |
Special remarks | No |
Comment | If necessary, classes can also be conducted in English. |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / PREPARATION OF INVESTMENT-TECHNICAL DOCUMENTATION
Course: | PREPARATION OF INVESTMENT-TECHNICAL DOCUMENTATION/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12786 | Obavezan | 2 | 4 | 1+0+2 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
4 credits x 40/30=5 hours and 20 minuts
1 sat(a) theoretical classes 2 sat(a) practical classes 0 excercises 2 hour(s) i 20 minuts of independent work, including consultations |
Classes and final exam:
5 hour(s) i 20 minuts x 16 =85 hour(s) i 20 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 5 hour(s) i 20 minuts x 2 =10 hour(s) i 40 minuts Total workload for the subject: 4 x 30=120 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 24 hour(s) i 0 minuts Workload structure: 85 hour(s) i 20 minuts (cources), 10 hour(s) i 40 minuts (preparation), 24 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / OPTIMAL CONTROL
Course: | OPTIMAL CONTROL/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12787 | Obavezan | 2 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | None |
Aims | The objectives of the course are to familiarize students with the basic concepts of optimal automatic control systems, the characteristics of such systems, and their practical applications. |
Learning outcomes | After passing this exam, the student will be able to: determine the performance criterion for optimality; for a given model and established performance criterion, find the optimal solution (linear quadratic regulator); analyze the performance of the obtained system in real conditions, where not all state variables are available for measurement; synthesize a suboptimal controller that will closely approximate the ideal optimal solution in real circumstances; model and simulate automatic control systems using computer support (Matlab, Simulink, etc.). |
Lecturer / Teaching assistant | Žarko Zečević, Luka Martinović |
Methodology | Lectures, exercises, consultations, independent study |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | Introduction. Definitions of basic terms. |
I week exercises | Introduction. Definitions of basic terms. |
II week lectures | Dynamic programming. Bellmans principle of optimality. |
II week exercises | Dynamic programming. Bellmans principle of optimality. |
III week lectures | Quadratic performance criterion. Discrete LQR controller. |
III week exercises | Quadratic performance criterion. Discrete LQR controller. |
IV week lectures | Hamilton-Jacobi equation. Continuous LQR controller. |
IV week exercises | Hamilton-Jacobi equation. Continuous LQR controller. |
V week lectures | Properties of solutions based on the linear quadratic state regulator. |
V week exercises | Properties of solutions based on the linear quadratic state regulator. |
VI week lectures | Optimal controllers with a predicted degree of stability. |
VI week exercises | Optimal controllers with a predicted degree of stability. |
VII week lectures | Synthesis of H2 and H∞ controllers. |
VII week exercises | Synthesis of H2 and H∞ controllers. |
VIII week lectures | Synthesis of optimal controllers using linear matrix inequalities (LMI). |
VIII week exercises | Synthesis of optimal controllers using linear matrix inequalities (LMI). |
IX week lectures | Midterm exam. |
IX week exercises | Midterm exam. |
X week lectures | Introduction to random variables. |
X week exercises | Introduction to random variables. |
XI week lectures | Optimal state estimation for continuous and discrete systems. Kalman-Bucy and Kalman filters. |
XI week exercises | Optimal state estimation for continuous and discrete systems. Kalman-Bucy and Kalman filters. |
XII week lectures | Nonlinear state estimation. Extended Kalman Filter (EKF). |
XII week exercises | Nonlinear state estimation. Extended Kalman Filter (EKF). |
XIII week lectures | Unscented Kalman Filter. |
XIII week exercises | Unscented Kalman Filter. |
XIV week lectures | Stochastic optimal control. Linear-Quadratic-Gaussian (LQG) regulator. |
XIV week exercises | Stochastic optimal control. Linear-Quadratic-Gaussian (LQG) regulator. |
XV week lectures | Midterm exam (make-up). |
XV week exercises | Midterm exam (make-up). |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | Regular attendance at classes, appropriate behavior, attending knowledge tests. |
Consultations | after lectures and by appointment. |
Literature | B. Anderson, J. Moore: Linear optimal control, Prentice Hall, razna izdanja Dan Simon: Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches |
Examination methods | Project 10 points Midterm exam 40 points Final exam 50 points |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / POWER ELECTRONIC CONVERTERS DESIGN
Course: | POWER ELECTRONIC CONVERTERS DESIGN/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12788 | Obavezan | 2 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / SPECIAL ELECTRIC MACHINES
Course: | SPECIAL ELECTRIC MACHINES/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12789 | Obavezan | 2 | 5 | 3+0+1 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 1 sat(a) practical classes 0 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / IZBORNI PREDMET HEURISTIČKE METODE OPTIMIZACIJE
Course: | IZBORNI PREDMET HEURISTIČKE METODE OPTIMIZACIJE/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12790 | Izborni | 2 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / CONTROL OF TECHNOLOGICAL PROCESSES
Course: | CONTROL OF TECHNOLOGICAL PROCESSES/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
12791 | Obavezan | 1 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / DISTRIBUTED SOURCES OF ELECTRICAL ENERGY
Course: | DISTRIBUTED SOURCES OF ELECTRICAL ENERGY/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13170 | Izborni | 2 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / INDUSTRIJSKA ELEKTRONIKA (IZBORNI)
Course: | INDUSTRIJSKA ELEKTRONIKA (IZBORNI)/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13172 | Izborni | 2 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / FACTS AND HVDC POWER ELECTRONIC COMPONENTS
Course: | FACTS AND HVDC POWER ELECTRONIC COMPONENTS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13272 | Obavezan | 3 | 5 | 2+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
2 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 3 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / DESIGN AND IMPLEMENTATION OF ISAU
Course: | DESIGN AND IMPLEMENTATION OF ISAU/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13278 | Obavezan | 3 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | None |
Aims | The objectives of the course are to familiarize students with the basic concepts of intelligent automatic control systems, the characteristics of such systems, and the applications of intelligent control systems in practice. |
Learning outcomes | After passing this exam, the student will be able to: analytically and through computer simulations approach the analysis of intelligent automatic control systems; understand the principles of various techniques used in intelligent control systems (neural networks, fuzzy logic, etc.); implement complex linear or nonlinear control algorithms; identify, design, and implement an appropriate soft-computing technique to solve a specific engineering problem. |
Lecturer / Teaching assistant | Žarko Zečević, Luka Martinović |
Methodology | Lectures, exercises, consultations, independent study. |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | Introduction to intelligent control systems. |
I week exercises | Introduction to intelligent control systems. |
II week lectures | Basics of fuzzy sets. |
II week exercises | Basics of fuzzy sets. |
III week lectures | Fuzzy arithmetic and fuzzy relations. |
III week exercises | Fuzzy arithmetic and fuzzy relations. |
IV week lectures | Fuzzy logic and approximate reasoning. |
IV week exercises | Fuzzy logic and approximate reasoning. |
V week lectures | Fuzzy rule base. Introduction to fuzzy control. |
V week exercises | Fuzzy rule base. Introduction to fuzzy control. |
VI week lectures | Standard fuzzy controllers. |
VI week exercises | Standard fuzzy controllers. |
VII week lectures | Fuzzy PID controller. |
VII week exercises | Fuzzy PID controller. |
VIII week lectures | Modeling systems using fuzzy sets. |
VIII week exercises | Modeling systems using fuzzy sets. |
IX week lectures | Midterm exam. |
IX week exercises | Midterm exam. |
X week lectures | Basics of neural networks. Feedforward and recurrent neural networks. |
X week exercises | Basics of neural networks. Feedforward and recurrent neural networks. |
XI week lectures | Control structures based on a neural model of the process. |
XI week exercises | Control structures based on a neural model of the process. |
XII week lectures | Design of neuro-controllers. |
XII week exercises | Design of neuro-controllers. |
XIII week lectures | MRAC fuzzy controller. |
XIII week exercises | MRAC fuzzy controller. |
XIV week lectures | Neuro-Fuzzy control systems. |
XIV week exercises | Neuro-Fuzzy control systems. |
XV week lectures | Midterm exam (make-up). |
XV week exercises | Midterm exam (make-up). |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | Regular attendance at classes, appropriate behavior, attending knowledge tests. |
Consultations | after lectures and by appointment. |
Literature | Guanrong Chen, Trung Tat Pham - „Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems“, CRC Press, 2019. Omid Omidvar, David L. Elliott - „Neural Systems for Control“, Academic Press, 1997. |
Examination methods | Project 10 points Midterm exam 40 points Final exam 50 points |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / REAL-TIME CONTROL
Course: | REAL-TIME CONTROL/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13279 | Obavezan | 3 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / DESIGN OF MICROCONTROLLER SYSTEMS
Course: | DESIGN OF MICROCONTROLLER SYSTEMS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13281 | Obavezan | 3 | 5 | 2+0+2 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
2 sat(a) theoretical classes 2 sat(a) practical classes 0 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / MECHATRONICS
Course: | MECHATRONICS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13282 | Obavezan | 3 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / IZBORNI PREDMET M2M KOMUNIKACIONI SISTEMI
Course: | IZBORNI PREDMET M2M KOMUNIKACIONI SISTEMI/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13283 | Obavezan | 3 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / ADAPTIVE CONTROL
Course: | ADAPTIVE CONTROL/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13299 | Obavezan | 3 | 5 | 3+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / FACTS AND HVDC POWER ELECTRONIC COMPONENTS
Course: | FACTS AND HVDC POWER ELECTRONIC COMPONENTS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13361 | Izborni | 3 | 5 | 3+1+1 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 1 sat(a) practical classes 1 excercises 1 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / DEREGULAC.ELEKTROEN.SEKTORA I TRŽIŠTE EL EN.IZBORN
Course: | DEREGULAC.ELEKTROEN.SEKTORA I TRŽIŠTE EL EN.IZBORN/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13362 | Izborni | 3 | 5 | 2+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
2 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 3 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / MODELOVANJE I DINAMIKA ELEKTRIČNIH MAŠINA(IZBORNI)
Course: | MODELOVANJE I DINAMIKA ELEKTRIČNIH MAŠINA(IZBORNI)/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
13550 | Izborni | 3 | 5 | 2+1+0 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
2 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 3 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Electrical Engineering / AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS / OPTIMIZACIJA DISTRIBUTIVNIH SISTEMA - IZBORNI
Course: | OPTIMIZACIJA DISTRIBUTIVNIH SISTEMA - IZBORNI/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
14057 | Izborni | 3 | 5 | 2+1+1 |
Programs | AUTOMATICS AND INDUSTRIAL ELECTROTECHNICS |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
2 sat(a) theoretical classes 1 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |