Applied Automatics and Robotics – full-time, masters – Study programme

Studia stacjonarne drugiego stopnia (magisterskie). Nominalna liczba semestrów - 3. Nominalna liczba punktów ECTS - 90. Specjalność: Automatyka

semestr 1
Course name	Lec.	Exer. / Sem.	Lab.	Proj.	Exam or Pass	ECTS	Course code
Power Electronics Supply System	15	15	30		Pass	4	1DR2137
Numerical Methods	30	15			Exam	3	1DR2132
Models and Identification of Dynamic Systems	30	15			Exam	3	1DR2134
Team Project				45	Pass	4	1DR2131
Seminary of Trends in Automatic Control and Robotics #1		5			Pass	0	1DR2150
Control of servodrives	15		30		Pass	3	1DR2114
Navigation Systems in Robotics	30		15		Pass	3	1DR2135
Vision systems	30		30		Exam	4	1DR2136
Control Theory	30	15			Exam	3	1DR2133
Project, knowledge and team management	30				Pass	3	1DR2130
razem	210	65	105	45		30
semestr 2
Course name	Lec.	Exer. / Sem.	Lab.	Proj.	Exam or Pass	ECTS	Course code
Human Machine Interface	15		15	30	Pass	4	1DR2242
Foreign Language		30			Pass	2	1DJ2005
Control lab			45		Pass	3	1DR2244
				120	Pass	8	1DR2245
Seminary of Trends in Automatic Control and Robotics #2		5			Pass	0	1DR2250
Theory and methods of optimization	30		30		Exam	4	1DR2243
Programmable controllers in control systems	15			45	Pass	5	1DR2246
Automatyka i Robotyka M,D,PL - OB1 (Sterowanie)						4
razem	60	35	90	195		30
semestr 3
Course name	Lec.	Exer. / Sem.	Lab.	Proj.	Exam or Pass	ECTS	Course code
Master of Science Thesis					Exam	20	1DW2302
MSc Seminar		30			Pass	3	1DW2301
Security of systems and information systems	15		30		Pass	3	1DR2316
Automatyka i Robotyka M,D,PL - OB2 (Informatyka)						2
Wydział M,D,PL - przedmioty obieralne HES						2
razem	15	30	30			30
razem ECTS						90

Przedmioty obieralne: Automatyka i Robotyka M,D,PL - OB1 (Sterowanie) (2 do wyboru)

Course name	Lec.	Exer. / Sem.	Lab.	Proj.	Exam or Pass	ECTS	Course code
Advanced methods of signal processing and analysis	15		15		Pass	2	1DR2237
Industrial Applications of Neural Networks	15		15		Pass	2	1DR2238
Model Predictive Control	15		15		Pass	2	1DR2251
Optimal control	15	15			Pass	2	1DR2252
Computational intelligence in power electronics and drives	15		15		Pass	3	1DA2143
Controller design by optimization	15		15		Pass	2	1DR2216

Przedmioty obieralne: Automatyka i Robotyka M,D,PL - OB2 (Informatyka) (1 do wyboru)

Course name	Lec.	Exer. / Sem.	Lab.	Proj.	Exam or Pass	ECTS	Course code
Zaawansowane metody numeryczne	30				Pass	2	1DR2308
Advanced Database Systems	30			15	Pass	2	1DR2253
Parallel and distributed programming	15		15		Pass	2	1DR2309
Python programming and data analysis	30			30	Pass	4	1DA2223
Software modeling in UML	15		15		Pass	2	1DR2305
Advanced Software Engineering	15			30	Pass	4	1DI2122

Przedmioty obieralne: Wydział M,D,PL - przedmioty obieralne HES (1 do wyboru)

Course name	Lec.	Exer. / Sem.	Lab.	Proj.	Exam or Pass	ECTS	Course code
Public Appearances		15			Pass	2	1DW2108
Artificial Intelligence Ethics	30				Pass	2	1DW1660
Sustainable Development of Socio-Economy		30			Pass	3	1DW2113
Scientific and Patent Information	15	15			Pass	3	1DW2109
Corporate Social Responsibility - CSR		30			Pass	2	1DA2214
Technological Enterprise	15			15	Pass	2	1DW2106
Economic and Ecological Aspects in Electric Transport		30			Pass	2	1DM2305
Environmental Protection	30				Pass	2	1DW2105
Methods of Making Decision	30				Pass	2	1DW2107
Project, knowledge and team management	30				Pass	3	1DR2130