Master's Programme in Automation and Electrical Engineering

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Five different study tracks are given as guidelines, but students are free to choose their own unique set from the list of optional courses.

30 ECTS
Core courses:
ELEC-E8110	Automation Software Synthesis and Analysis	5	IV-V
ELEC-E8113	Information Systems in Industry	5	I-II
ELEC-E8114	Manufacturing Automation Systems Modelling	5	IV-V
Recommended optional courses:
CS-C3140	Operating systems	5	I
CS-C3180	Software Design and Modelling	5	I-II
CS-C3150	Software engineering	5	I-II, III-IV

30 ECTS
Core courses:
ELEC-E8116	Model-based control systems	5	I-II
Recommended optional courses:
MS-E2140	Linear programming	5	I
MS-E2112	Multivariate statistical analysis	5	III-IV
ELEC-E8105	Non-linear filtering and parameter estimation	5	III-IV
MS-E2139	Nonlinear programming	5	II

30 ECTS
Core courses:
ELEC-E8113	Information systems in industry	5	I-II
ELEC-E8114	Manufacturing automation systems modelling	5	IV-V
ELEC-C1320	Robotics	5	I-II
Recommended optional courses
ELEC-E8110	Automation software synthesis and analysis	5	IV-V
ELEC-E8118	Robotic vision	5	III

30 ECTS
Core courses:
ELEC-E8111	Autonomous mobile robots	5	IV
ELEC-E8115	Micro and nano robotics	5	III-IV
ELEC-C1320	Robotics**	5	I-II
ELEC-E8119	Robotics: manipulation, decision making and learning	5	I-II
ELEC-E8118	Robotic vision	5	III
Recommended optional courses:
CS-E4800	Artificial intelligence	5	III-IV
CS-E4850	Computer vision	5	I-II
CS-E3210	Machine learning: basic principles	5	I
ELEC-E8105	Non-linear filtering and parameter estimatio	5	III-IV

^{**Choose only if you haven't studied Robotics at undergraduate level}

30 ECTS
Core courses:
ELEC-E8408	Embedded Systems Development	5	III-IV
ELEC-E8115	Micro and Nano Robotics	5	III-IV
Recommended optional courses:
CS-E4850	Computer Vision	5	I-II
CS-E3210	Machine Learning: Basic Principles	5	I
ELEC-E7120	Wireless Systems	5	I

Five different study paths are given as guidelines, but students are free to choose their own unique set from the list of optional courses.

30 ECTS
Core courses:
ELEC-E8402	Control of Electric Drives and Power Converters	5	IV-V
ELEC-E8404	Design of Electrical Machines	5	IV
ELEC-E8410	Materials in Energy Applications	5	IV-V
ELEC-E8411	Numerical Methods in Electromechanics	5	III
Recommended optional courses:
KJR-C2001	Kiinteän aineen mekaniikan perusteet	5	IV-V
ELEC-E8103	Modelling, Estimation and Dynamic Systems	5	II
MS-E1659	Seminar on applied mathematics	5	I-II
ELEC-E8104	Stochastic Models and Estimation	5	I

30 ECTS
Core courses:
ELEC-E8702	Electrical Installations in Buildings	5	IV-V
ELEC-E8124	Intelligent Buildings	5	II
ELEC-E8701	Lighting Technology and Applications	5	III-V
ELEC-E8700	Principles and Fundamentals of Lighting	5	I-II
Recommended optional courses:
EEN-E4004	Fundamentals of HVAC Design	5	IV-V
CIV-E3040	Indoor Environment Technology	5	I
ELEC-L8704	Postgraduate Seminar on Illumination Engineering	5	varies
ELEC-E8703	Special Assignment on Illumination Engineering and Building Electrical Design	5	I-II, III-V
EEN-E4005	Sustainable Building Energy Systems	5	V

30 ECTS
Core courses:
ELEC-E8402	Control of Electric Drives and Power Converters	5	IV-V
ELEC-E8403	Converter Techniques	5	III-IV
ELEC-E8101	Digital and Optimal Control	5	I-II
ELEC-E8408	Embedded Systems Development	5	III-IV
Recommended optional courses:
ELEC-E8404	Design of Electrical Machines	5	IV
ELEC-E8102	Distributed and Intelligent Automation Systems	5	I-II
ELEC-E8103	Modelling, Estimation and Dynamic Systems	5	II
ELEC-E8104	Stochastic models and estimation	5	I
ELEC-E8417	Switched-Mode Power Supplies	5	IV-V
ELEC-E8421	Tehoelektroniikan komponentit	5	I-II

30 ECTS
Core courses:
ELEC-E8406	Electricity Distribution and Markets	5	III-IV
ELEC-E8409	High Voltage Engineering	5	I-II
ELEC-E8419	Sähkönsiirtojärjestelmät 1 (Power Transmission Systems 1)	5	I-II
ELEC-E8418	Sähköenergian käyttösovelluksia (Applications of Electric Energy)	5	IV-V
Recommended optional courses:
ELEC-E8423	Smart Grid	5	IV-V
ELEC-E8418	Sähköenergian käyttösovellukset	5	IV-V

30 ECTS
Core courses:
ELEC-E8402	Control of Electric Drives and Power Converters	5	IV-V
ELEC-E8410	Materials in Energy Applications	5	IV-V
ELEC-E8700	Principles and Fundamentals of Lighting	5	I-II
Recommended optional courses:
ELEC-E8406	Electricity Distribution and Markets	5	III-IV
PHYS-E6570	Solar Energy Engineering	5	III-IV (alt. years)
ELEC-E8714	Sustainable Electronics	5	I-II

Four different study paths are given as guidelines, but students are free to choose their own unique set from the list of optional courses.

30 ECTS
Core courses: 20 ECTS
ELEC-E8736	Basics of MRI	5	III-IV
ELEC-E8734	Biomedical Instrumentation	5	II
ELEC-E8726	Biosensing	5	III-IV
ELEC-E8731	Design of Electronic Prototype	5	III-IV
Recommended optional courses:
ELEC-E8738	Application of MRI	5	II
ELEC-E8724	Biomaterials Science	5	I-II
ELEC-E8732	Instrumentation Electronics	5	I-II
ELEC-E8737	Instrumentation of MRI	5	I
ELEC-D8723	Laboratory Course of Biomedical Engineering	5	IV-V
ELEC-E8725	Methods of Bioadaptive Technology	5	I-II
CHEM-E8135	Microfluidics and BioMEMS	5	III-V
NBE-E4000	Principles of Biomedical Imaging	5	I-II
ELEC-E8728	Tissue-foreign body interaction	5	I-II

30 ECTS
Core courses: 20 ECTS
ELEC-E8731	Design of Electronic Prototype	5	III-IV
ELEC-E8732	Instrumentation electronics	5	I-II
ELEC-E5720	Virtual instrumentation	5	I-V
Recommended optional courses:
CS-E5500	Acoustical Measurements	5	II
CS-E4850	Computer Vision	5	III-IV
CS-E3210	Machine Learning: Basic Principles	5	I
ELEC-E8105	Non-linear Filtering and Parameter Estimation	5	III-IV
ELEC-E5730	Optics	5	III
ELEC-E3210	Optoelectronics	5	III
ELEC-E3240	Photonics	5	V
ELEC-E8104	Stochastic Models and Estimation	5	I

30 ECTS
Core courses: 15 ECTS
CIV-E3040	Indoor Environment Technology	5	I
ELEC-E8124	Intelligent Buildings	5	II
Recommended optional courses:
EEN-E4001	Comfortable and Healthy Indoor Environments	5	III
ELEC-E7851	Computational User Interface Design	5	II
ELEC-E8101	Digital and Optimal Control	5	I-II
ELEC-E8102	Distributed and Intelligent Automation Systems	5	I-II
EEN-E4004	Fundamentals of HVAC Design	5	IV-V
ELEC-E8701	Lighting Technologies and Applications	5	IV-V
ELEC-E8700	Principles and fundamentals of lighting	5	I-II
ELEC-E8702	Rakennussähköistys (Electrical Installations in Buildings)	5	III-IV
EEN-E4005	Sustainable Building Energy Systems	5	V

30 ECTS
Core courses: 15 ECTS
ELEC-E8713	Materials and Microsystems Integration	5	I–II
ELEC-E8711	Materials Compatibility	5	III-V
CHEM-E5115	Microfabrication	5	III-V
ELEC-E8714	Sustainable Electronics	5	I–II
Recommended optional courses:
ELEC-E3280	Micronova Laboratory Course	5	I–II
ELEC-E3230	Nanotechnology	5	IV
ELEC-E3210	Optoelectronics	5	III
ELEC-E3240	Photonics	5	V
ELEC-E8412	Power Electronics	5	II
ELEC-E3220	Semiconductor Devices	5	III
ELEC-E8421	Tehoelektroniikan komponentit	5	I–II
CHEM-E5125	Thin Film Technology	5	II