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LTH Courses

Faculty of Engineering | Lund University

Courses 2020/21 for I Programme

Industrial Engineering and Management ◄ 20/21     

Study Year 1 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  20/21
sp1		 20/21
sp2		 20/21
sp3		 20/21
sp4
FMAB65 7.5 G1 - S Calculus in One Variable B1 KS KE U W T 1 Lectures: 50 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
MIOA01 9 G1 - S Managerial Economics, Basic Course KS KE U W T 1 Lectures: 58 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 5 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 158 h (45-minute sessions) 		2 Lectures: 2 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 4 h (45-minute sessions)
FMAB70 7.5 G1 - S Calculus in One Variable B2 KS KE U W T 2 Lectures: 50 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
FMAB20 6 G1 - S Linear Algebra KS KE U W T 2 Lectures: 40 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 106 h (45-minute sessions)
FMAB30 6 G1 - S Calculus in Several Variables KS KE U W T 3 Lectures: 44 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
FMEA10 9 G1 - S Engineering Mechanics, Basic Course KS KE U W T 3 Lectures: 46 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 158 h (45-minute sessions)
FAFA75 9 G1 - S Energy and Environmental Physics X Anmälan till laborationsgrupp vid introduktionsföreläsningen är obligatorisk KS KE U W T 4 Lectures: 52 h (45-minute sessions)
Exercises: 32 h (45-minute sessions)
Laboratory exercises: 13 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 143 h (45-minute sessions)
MIOF20 6 G2 - S Management Organization KS KE U W T 4 Lectures: 42 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 104 h (45-minute sessions)

FAFA75 Energy and Environmental Physics: Anmälan till laborationsgrupp vid introduktionsföreläsningen är obligatorisk

Study Year 1 (Elective Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  20/21
sp1		 20/21
sp2		 20/21
sp3		 20/21
sp4
MIOA05 3 G1 - S Entrepreneurship KS KE U W T 1 Lectures: 12 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 60 h (45-minute sessions) 		2 Lectures: 2 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 5 h (45-minute sessions)

Study Year 2 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  20/21
sp1		 20/21
sp2		 20/21
sp3		 20/21
sp4
EXTA40 6 G1 - S Introduction to Microeconomic Theory KS KE U W T 1 Lectures: 38 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
MTTF01 5 G2 - S Logistics KS KE U W T 1 Lectures: 24 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 86 h (45-minute sessions)
FMSF80 9 G2 - S Mathematical Statistics, Basic Course X Replaces FMSF45 KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 85 h (45-minute sessions) 		2 Lectures: 18 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 85 h (45-minute sessions)
MIOF01 9 G2 - S Marketing and Globalization KS KE U W T 2 Lectures: 44 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 85 h (45-minute sessions) 		3 Lectures: 2 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 99 h (45-minute sessions)
EDAA55 9 G1 - S Programming, First Course KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 90 h (45-minute sessions) 		3 Lectures: 22 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
FMAF01 7 G2 - E1 Mathematics - Analytic Functions KS KE U W T 3 Lectures: 42 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 128 h (45-minute sessions)
MIOF25 6 G2 - S Managerial Economics, Advanced Course KS KE U W T 4 Lectures: 36 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 101 h (45-minute sessions)
FMAF05 7 G2 - E1 Mathematics - Systems and Transforms KS KE U W T 4 Lectures: 40 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
MIOF05 2 G2 - S Project in Managerial Economics, Advanced Course KS KE U W T 4 Lectures: 2 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 34 h (45-minute sessions)

FMSF80 Mathematical Statistics, Basic Course: Replaces FMSF45

Study Year 3 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  20/21
sp1		 20/21
sp2		 20/21
sp3		 20/21
sp4
MIOF30 6 G2 - S Operations Research - Basic Course KS KE U W T 1 Lectures: 36 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 98 h (45-minute sessions)
MMTA05 6 G1 - S Production Systems KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
FMIF01 6 G2 - S Environmental System Studies: Management for Sustainable Development KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 2 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 50 h (45-minute sessions) 		2 Lectures: 14 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 60 h (45-minute sessions)
EXTF45 6 G2 - S Financial Management KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 110 h (45-minute sessions)
FRTF05 7.5 G2 - S Automatic Control, Basic Course X I3 who will study the elective block Product Innovation,should take FRT010 in study period 2. KS KE U W T 3 Lectures: 30 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 128 h (45-minute sessions)

FRTF05 Automatic Control, Basic Course: I3 who will study the elective block Product Innovation,should take FRT010 in study period 2.

Study Year 3 (Elective Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  20/21
sp1		 20/21
sp2		 20/21
sp3		 20/21
sp4
EITF45 7.5 G2 - S Computer Communication X Compulsory course in the elective blocks ‘Systems and Software Development’. The course is also an optional programme course. KS KE U W T 2 Lectures: 18 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 156 h (45-minute sessions)
MVKN35 6 A - S Energy Markets X Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 2 Lectures: 4 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
FMAN60 6 A X E1 Optimization X Compulsory course in the elective block ‘Mathematical Modelling’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 109 h (45-minute sessions)
FKMA01 7.5 G1 X E Materials Engineering, Basic Course X Compulsory course in the elective block ‘Product Innovation’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 3 Lectures: 56 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
EDAA01 7.5 G1 - S Programming - Second Course X Compulsory course in the elective blocks ‘Mathematical Modelling’ and ‘Systems and Software Development’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 158 h (45-minute sessions)
FMIN20 7.5 A - S Energy Systems Analysis: Renewable Sources of Energy X Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 92 h (45-minute sessions) 		4 Lectures: 14 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 48 h (45-minute sessions)
FMIN05 7.5 A X E Environmental System Studies: Climate, Science and Politics X Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions) 		4 Lectures: 16 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
MMKF35 7.5 G2 X E Industrial Design X Compulsory course in the elective block ‘Product Innovation’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions) 		4 Lectures: 14 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions)
MMKF05 7.5 G2 X E Product Development and Design Methodology X Compulsory course in the elective block ‘Product innovation’ for students admitted autumn 2015. The course is also an optional programme course. The date and time of the exam is announced by the lecturing staff. KS KE U W T 3 Lectures: 25 h (45-minute sessions)
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 90 h (45-minute sessions) 		4 Lectures: 6 h (45-minute sessions)
Exercises: 11 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 46 h (45-minute sessions)
EITF12 9 G2 - S Digital Systems, Project Laboratory X Compulsory course in the elective blocks ‘Systems and Software Development’. The course is also an optional programme course. KS KE U W T 4 Lectures: 4 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 214 h (45-minute sessions)
FHLF10 7.5 G2 - E1 Finite Element Method and Introduction to Strength of Materials X Compulsory course in the elective block ‘Product Innovation’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 4 Lectures: 32 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 140 h (45-minute sessions)
FBRF01 7.5 G2 X E Fundamental Combustion X Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 60 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
FMSN40 9 A X E Linear and Logistic Regression with Data Gathering X Compulsory course in the elective block ‘Mathematical Modelling’ for students admitted autumn 2016. The course is also an optional programme course. Only one of the courses FMSN30 and FMSN40 may be included in a degree. KS KE U W T 4 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 30 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMNF10 6 G2 X E1 Numerical Analysis X Compulsory course in the elective block ‘Mathematical Modelling’ for students admitted autumn 2015. The course is also an optional programme course. KS KE U W T 4 Lectures: 48 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
ETSA03 6 G1 - S Software Engineering - Methodology X Compulsory course in the elective blocks ‘Systems and Software Development’. The course is also an optional programme course. KS KE U W T 4 Lectures: 14 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 128 h (45-minute sessions)

EITF45 Computer Communication: Compulsory course in the elective blocks ‘Systems and Software Development’. The course is also an optional programme course.
MVKN35 Energy Markets: Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course.
FMAN60 Optimization: Compulsory course in the elective block ‘Mathematical Modelling’ for students admitted autumn 2015. The course is also an optional programme course.
FKMA01 Materials Engineering, Basic Course: Compulsory course in the elective block ‘Product Innovation’ for students admitted autumn 2015. The course is also an optional programme course.
EDAA01 Programming - Second Course: Compulsory course in the elective blocks ‘Mathematical Modelling’ and ‘Systems and Software Development’ for students admitted autumn 2015. The course is also an optional programme course.
FMIN20 Energy Systems Analysis: Renewable Sources of Energy: Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course.
FMIN05 Environmental System Studies: Climate, Science and Politics: Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course.
MMKF35 Industrial Design: Compulsory course in the elective block ‘Product Innovation’ for students admitted autumn 2015. The course is also an optional programme course.
MMKF05 Product Development and Design Methodology: Compulsory course in the elective block ‘Product innovation’ for students admitted autumn 2015. The course is also an optional programme course. The date and time of the exam is announced by the lecturing staff.
EITF12 Digital Systems, Project Laboratory: Compulsory course in the elective blocks ‘Systems and Software Development’. The course is also an optional programme course.
FHLF10 Finite Element Method and Introduction to Strength of Materials: Compulsory course in the elective block ‘Product Innovation’ for students admitted autumn 2015. The course is also an optional programme course.
FBRF01 Fundamental Combustion: Compulsory course in the elective block ‘Energy and Environmental Engineering’ for students admitted autumn 2015. The course is also an optional programme course.
FMSN40 Linear and Logistic Regression with Data Gathering: Compulsory course in the elective block ‘Mathematical Modelling’ for students admitted autumn 2016. The course is also an optional programme course. Only one of the courses FMSN30 and FMSN40 may be included in a degree.
FMNF10 Numerical Analysis: Compulsory course in the elective block ‘Mathematical Modelling’ for students admitted autumn 2015. The course is also an optional programme course.
ETSA03 Software Engineering - Methodology: Compulsory course in the elective blocks ‘Systems and Software Development’. The course is also an optional programme course.

Specialisation ai - Business and Innovation

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec. 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
INTN01 7.5 A V 4 4 X E Innovation Engineering KS KE U W T 1 Lectures: 80 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 15 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
MION25 7.5 A V 4 4 - S Technology Strategy KS KE U W T 1 Lectures: 36 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 153 h (45-minute sessions)
MION05 7.5 A V 4 4 - S Business Marketing KS KE U W T 2 Lectures: 36 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 147 h (45-minute sessions)
MTTN75 7.5 A V 4 4 X E Industrial Purchasing KS KE U W T 2 Lectures: 48 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
MION20 7.5 A V 4 4 - S Applied Business Analysis KS KE U W T 3 Lectures: 54 h (45-minute sessions)
Exercises: 2 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 143 h (45-minute sessions)
INNN15 7.5 A V 4 4 X E Innovation Management KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 165 h (45-minute sessions)
MTTN60 7.5 A V 4 4 X E Business Process Management KS KE U W T 4 Lectures: 34 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 146 h (45-minute sessions)
INNN10 7.5 A V 4 4 X E Globalization and Innovation KS KE U T 4 Lectures: 14 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 172 h (45-minute sessions)
MAMN30 7.5 A V 4 3 - S Management, Work Organisation and Project Management KS KE U W T 4 Lectures: 30 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 14 h (45-minute sessions)
Time for self studies: 142 h (45-minute sessions)
MION30 7.5 A V 5 4 - S Industrial Management KS KE U W T 1 Lectures: 50 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 144 h (45-minute sessions)

Specialisation fir - Financial Engineering and Risk Management

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec. 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
EXTQ25 7.5 A V 4 4 X E Financial Economics, Advanced Course X The course is to be studied together with NEKN81, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 1 Lectures: 40 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 155 h (45-minute sessions)
FMSF10 7.5 G2 V 4 3 X E Stationary Stochastic Processes X The course is to be studied together with MASC04 KS KE U W T 1 Lectures: 22 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 145 h (45-minute sessions)
EXTQ30 7.5 A V 4 4 X E Economics, Empirical Finance X The course is to be studied together with NEKN82, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 34 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
FMSN45 7.5 A V 4 4 X E Mathematical Statistics, Time Series Analysis X The course is to be studied together with MASM17. KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
EXTQ35 7.5 A V 4 4 X E Financial Valuation and Risk Management X The course is to be studied together with NEKN83, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 3 Lectures: 40 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
FMSN50 7.5 A V 4 4 X E Monte Carlo and Empirical Methods for Stochastic Inference X The course is to be studied together with MASM11. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 140 h (45-minute sessions)
FRTN30 7.5 A V 4 4 X E Network Dynamics KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
FMSN55 7.5 A V 4 4 X E Statistical Modelling of Extreme Values KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 9 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMSN25 7.5 A V 5 4 X E Valuation of Derivative Assets X The course is to be studied together with MASM24 KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
EXTN80 7.5 A V 5 4 X E Economic and Financial Decision-making X The course is to be studied together with NEKN22, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 110 h (45-minute sessions)
FMSN60 7.5 A V 5 4 X E Financial Statistics X The course is to be studied together with MASM18 KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
FMSN15 7.5 A V 5 5 X E Statistical Modelling of Multivariate Extreme Values X The course is offered every other academic year and will be given in 2020/21, 2022/23. KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 9 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)

EXTQ25 Financial Economics, Advanced Course: The course is to be studied together with NEKN81, which is given by the Department of Economics. Does not follow the study period structure.
FMSF10 Stationary Stochastic Processes: The course is to be studied together with MASC04
EXTQ30 Economics, Empirical Finance: The course is to be studied together with NEKN82, which is given by the Department of Economics. Does not follow the study period structure.
FMSN45 Mathematical Statistics, Time Series Analysis: The course is to be studied together with MASM17.
EXTQ35 Financial Valuation and Risk Management: The course is to be studied together with NEKN83, which is given by the Department of Economics. Does not follow the study period structure.
FMSN50 Monte Carlo and Empirical Methods for Stochastic Inference: The course is to be studied together with MASM11.
FMSN25 Valuation of Derivative Assets: The course is to be studied together with MASM24
EXTN80 Economic and Financial Decision-making: The course is to be studied together with NEKN22, which is given by the Department of Economics. Does not follow the study period structure.
FMSN60 Financial Statistics: The course is to be studied together with MASM18
FMSN15 Statistical Modelling of Multivariate Extreme Values: The course is offered every other academic year and will be given in 2020/21, 2022/23.

Specialisation lf - Supply Chain Management

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec. 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
MTTN40 7.5 A V 4 4 X E Packaging Technology and Development KS KE U W T 1 Lectures: 40 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 112 h (45-minute sessions)
MTTN25 7.5 A V 4 4 X E Warehousing and Materials Handling KS KE U W T 1 Lectures: 50 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 96 h (45-minute sessions)
MTTN75 7.5 A V 4 4 X E Industrial Purchasing KS KE U W T 2 Lectures: 48 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
MIOF10 7.5 G2 V 4 4 X E Production and Inventory Control KS KE U W T 2 Lectures: 36 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 142 h (45-minute sessions)
MTTN70 7.5 A V 4 4 X E International Physical Distribution KS KE U W T 3 Lectures: 32 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 8 h (45-minute sessions)
Time for self studies: 140 h (45-minute sessions)
MION01 7.5 A V 4 4 X E Management of Production and Inventory Systems KS KE U W T 3 Lectures: 40 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
MTTN60 7.5 A V 4 4 X E Business Process Management KS KE U W T 4 Lectures: 34 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 146 h (45-minute sessions)
MION45 7.5 A V 4 4 X E Operations Strategy KS KE U W T 4 Lectures: 22 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 163 h (45-minute sessions)
MTTN80 7.5 A V 4 4 X E Supply Chain Management KS KE U W T 4 Lectures: 38 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 50 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
MION40 7.5 A V 5 4 X E1 Simulation of Industrial Processes and Logistic Systems KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 168 h (45-minute sessions)
MTTN20 7.5 A V 5 4 X E Supply Chain Information Systems KS KE U W T 1 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
MTTN35 7.5 A V 5 4 X E Packaging Logistics KS KE U W T 2 Lectures: 50 h (45-minute sessions)
Exercises: 100 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 50 h (45-minute sessions)
MION50 7.5 A V 5 5 X E Quality Management KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 170 h (45-minute sessions)

Specialisation pr - Production Engineering

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec. 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
MMTN30 7.5 A V 4 4 X E Flexible Manufacturing Systems KS KE U W T 1 Lectures: 38 h (45-minute sessions)
Exercises: 18 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
MMTN25 7.5 A V 4 4 X E Production Technology KS KE U W T 1 Lectures: 22 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 34 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
MTTN25 7.5 A V 4 4 X E Warehousing and Materials Handling KS KE U W T 1 Lectures: 50 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 96 h (45-minute sessions)
MIOF10 7.5 G2 V 4 4 X E Production and Inventory Control KS KE U W T 2 Lectures: 36 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 142 h (45-minute sessions)
EIEN50 7.5 A V 4 3 X E1 Automation KS KE U W T 3 Lectures: 42 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 8 h (45-minute sessions)
Time for self studies: 135 h (45-minute sessions)
MION01 7.5 A V 4 4 X E Management of Production and Inventory Systems KS KE U W T 3 Lectures: 40 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
MMTF25 7.5 G2 V 4 4 X E1 Computer Aided Design/Computer Aided Manufacturing KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 48 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
MMTN05 7.5 A V 4 4 X E Flexible Manufacturing Systems, Advanced Course KS KE U W T 4 Lectures: 14 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 40 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
MION40 7.5 A V 5 4 X E1 Simulation of Industrial Processes and Logistic Systems KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 168 h (45-minute sessions)
MTTN75 7.5 A V 5 5 X E Industrial Purchasing KS KE U W T 2 Lectures: 48 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
MMTN10 7.5 A V 5 4 X E1 International Product Realisation KS KE U T 2 Lectures: 28 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 40 h (45-minute sessions)
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 140 h (45-minute sessions)
MION50 7.5 A V 5 4 X E Quality Management KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 170 h (45-minute sessions)

Specialisation pvs - Software Intensive Systems

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec. 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
FRTN55 7.5 A V 4 4 X E Automatic Control, Advanced Course X Replaces FRTN10 Multivariable Control KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
EDAF60 4.5 G2 V 4 4 - S Object-oriented Modelling and Design KS KE U W T 1 Lectures: 14 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 94 h (45-minute sessions)
ETSN05 7.5 A V 4 4 - S Software Development for Large Systems KS KE U W T 1 Lectures: 10 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 168 h (45-minute sessions)
EDAN10 7.5 A V 4 4 X E Configuration Management KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 144 h (45-minute sessions)
ETSN20 7.5 A V 4 4 X E Software Testing KS KE U W T 2 Lectures: 16 h (45-minute sessions)
Exercises: 3 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
ETSN10 7.5 A V 4 4 X E Network Architecture and Performance KS KE U W T 3 Lectures: 26 h (45-minute sessions)
Exercises: 13 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 13 h (45-minute sessions)
Time for self studies: 146 h (45-minute sessions)
ETSN15 7.5 A V 4 4 - S Requirements Engineering KS KE U W T 3 Lectures: 16 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 14 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
EDAF75 7.5 G2 V 4 4 X S Database Technology KS KE U W T 3 Lectures: 24 h (45-minute sessions)
Exercises: 2 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 112 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 50 h (45-minute sessions)
FRTN01 10 A V 4 4 X E Real-Time Systems KS KE U W T 3 Lectures: 34 h (45-minute sessions)
Exercises: 22 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 132 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 54 h (45-minute sessions)
EITN35 7.5 A V 5 4 X E1 Advanced Course in Electrical and Information Technology X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved. KS KE U W T 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 200 h (45-minute sessions)
EDAN70 7.5 A V 5 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 1 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)
MION25 7.5 A V 5 4 - S Technology Strategy KS KE U W T 1 Lectures: 36 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 153 h (45-minute sessions)
EITN35 7.5 A V 5 4 X E1 Advanced Course in Electrical and Information Technology X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved. KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 200 h (45-minute sessions)
EDAN70 7.5 A V 5 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 2 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)
EITN35 7.5 A V 5 4 X E1 Advanced Course in Electrical and Information Technology X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved. KS KE U W T 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 200 h (45-minute sessions)
EDAN70 7.5 A V 5 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 3 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 182 h (45-minute sessions)
EITN35 7.5 A V 5 4 X E1 Advanced Course in Electrical and Information Technology X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved. KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 200 h (45-minute sessions)
EDAN70 7.5 A V 5 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 4 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)

FRTN55 Automatic Control, Advanced Course: Replaces FRTN10 Multivariable Control
EITN35 Advanced Course in Electrical and Information Technology: The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved.
EDAN70 Project in Computer Science: The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.

Elective Courses - I

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
FMAA60 7.5 G1 1 1 - S Introduction to Real Analysis KS KE U W T 1 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 174 h (45-minute sessions)
EXTP50 7.5 A 4 4 - E Advanced Microeconomic Analysis KS KE U W T 1 Lectures: 32 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
FRTF20 7.5 G2 4 4 X E Applied Robotics KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 22 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
FRTN55 7.5 A 4 4 X E Automatic Control, Advanced Course X Replaces FRTN10 Multivariable Control KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
FMEN21 7.5 A 4 4 X E Continuum Mechanics KS KE U W T 1 Lectures: 42 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 142 h (45-minute sessions)
MVKP01 7.5 A 4 4 - S District Heating and Cooling KS KE U W T 1 Lectures: 15 h (45-minute sessions)
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 9 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 147 h (45-minute sessions)
IYT000 15 G2 4 3 - S Engineering Training Course KS KE U W 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
FMSF15 7.5 G2 4 4 X E Markov Processes X The course is to be studied together with MASC03. KS KE U W T 1 Lectures: 26 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 140 h (45-minute sessions)
FRTN50 7.5 A 4 3 X E Optimization for Learning KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
EXTF40 7.5 G2 4 4 - S Option Theory X The course is to be studied together with NEKH82, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
EXTF35 7.5 G2 4 4 - E Portfolio Selection X The course is to be studied together with NEKH81, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 1 Lectures: 34 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 140 h (45-minute sessions)
MMKN35 7.5 A 4 4 X E1 Product Innovation KS KE U W T 1 Lectures: 21 h (45-minute sessions)
Exercises: 32 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
MMVA01 5 G1 4 4 - S Thermodynamics and Fluid Mechanics, Basic Course KS KE U W T 1 Lectures: 20 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 85 h (45-minute sessions)
FMIN25 7.5 A 4 4 - S Energy Systems Analysis: Energy, Environment and Natural Resources KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 76 h (45-minute sessions) 		2 Lectures: 18 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 76 h (45-minute sessions)
FMAN70 6 A 4 4 X E1 Matrix Theory KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 56 h (45-minute sessions) 		2 Lectures: 12 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 58 h (45-minute sessions)
MVKP05 7.5 A 4 4 X E1 Project - Formula Student KS KE U W T 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions) 		2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions)
EXTG65 7.5 G2 4 3 - S Econometrics X The course is to be studied together with NEKG31, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
EXTN05 7.5 A 4 3 X E Econometrics, Advanced Course X The course is to be studied together with NEKN31, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 158 h (45-minute sessions)
EDAG01 7.5 G2 4 4 X S Efficient C X EDAA25 and EDAF15 can not be included in the degree at the same time as EDAG01. KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 148 h (45-minute sessions)
IYT000 15 G2 4 3 - S Engineering Training Course KS KE U W 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
EXTF30 7.5 G2 4 3 - S Fixed Income Securities X The course is to be studied together with NEKG81, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
MTTN45 7.5 A 4 4 X E Humanitarian Logistics - disaster relief and logistics in developing countries KS KE U W T 2 Lectures: 38 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 50 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
EXTQ40 7.5 A 4 4 - E1 Introduction to Artificial Neural Networks and Deep Learning KS KE U W T 2 Lectures: 34 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 30 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 126 h (45-minute sessions)
FMEN11 7.5 A 4 4 X E Mechanical Vibrations KS KE U W T 2 Lectures: 42 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
FMNN10 8 A 4 4 X E1 Numerical Methods for Differential Equations KS KE U W T 2 Lectures: 48 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
EITF70 6 G2 4 3 - S Computer Organization KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 122 h (45-minute sessions)
EITA25 7.5 G1 4 4 X S Computer Security KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
EXTG60 7.5 G2 4 3 X E Economics, Industrial Organization X The course is to be studied together with NEKH21, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 3 Lectures: 30 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 110 h (45-minute sessions)
MVKN20 7.5 A 4 4 - S Energy Utilization KS KE U W T 3 Lectures: 4 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
IYT000 15 G2 4 3 - S Engineering Training Course KS KE U W 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
FRTN45 4.5 A 4 3 - S Mathematical Modelling, Advanced Course KS KE U W T 3 Lectures: 4 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
ETIA10 7.5 G1 4 3 X E Patent and Intellectual Property Rights KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 3 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
FMSF05 7.5 G2 4 4 X E Probability Theory X The course is to be studied together with MASC01 KS KE U W T 3 Lectures: 26 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
MMTN45 7.5 A 4 4 X E Production Technology 2 KS KE U W T 3 Lectures: 22 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 24 h (45-minute sessions)
Time for self studies: 80 h (45-minute sessions)
ETSN15 7.5 A 4 4 - S Requirements Engineering KS KE U W T 3 Lectures: 16 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 14 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
EDAF90 7.5 G2 4 4 X S Web Programming KS KE U T 3 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 168 h (45-minute sessions)
MMKN11 7.5 A 4 4 X E Design for X KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 18 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 11 h (45-minute sessions)
Time for self studies: 50 h (45-minute sessions) 		4 Lectures: 14 h (45-minute sessions)
Exercises: 17 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 50 h (45-minute sessions)
EITA05 4.5 G1 4 4 - S History of Technology KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 40 h (45-minute sessions) 		4 Lectures: 14 h (45-minute sessions)
Exercises: 7 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 40 h (45-minute sessions)
MVKP05 7.5 A 4 4 X E1 Project - Formula Student KS KE U W T 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions)
MAMF21 7.5 G2 4 4 - S Working Environment, Occupational Health and Safety KS KE U W T 3 Lectures: 10 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 30 h (45-minute sessions)
Time for self studies: 65 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 30 h (45-minute sessions)
Time for self studies: 65 h (45-minute sessions)
EIEN35 7.5 A 4 4 X E1 Automation for Complex Systems KS KE U W T 4 Lectures: 42 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 60 h (45-minute sessions)
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 70 h (45-minute sessions)
EXTG65 7.5 G2 4 3 - S Econometrics X The course is to be studied together with NEKG31, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 4 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
MVKN15 7.5 A 4 4 - S Energy Supply Systems KS KE U W T 4 Lectures: 4 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
IYT000 15 G2 4 3 - S Engineering Training Course KS KE U W 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
EXTF30 7.5 G2 4 3 - S Fixed Income Securities X The course is to be studied together with NEKG81, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 4 Lectures: 30 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
KIIF01 7.5 G2 4 4 X E1 Industrial Environmental Management KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 32 h (45-minute sessions)
Time for self studies: 80 h (45-minute sessions)
FMSN30 7.5 A 4 4 X E Linear and Logistic Regression X Only one of the courses FMSN30 and FMSN40 may be included in a degree. KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 26 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMAN45 7.5 A 4 4 - E1 Machine Learning KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
EITN95 7.5 A 4 4 X E1 Simulation KS KE U W T 4 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 172 h (45-minute sessions)
MMTN15 7.5 A 5 4 X E1 Project - Production and Materials Engineering X The course start is decided by the department. KS KE U W T 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
MVKN30 7.5 A 5 5 - S Advanced Efficient Energy Systems KS KE U W T 1 Lectures: 2 h (45-minute sessions)
Exercises: 9 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 88 h (45-minute sessions) 		2 Lectures: 0 h
Exercises: 9 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 88 h (45-minute sessions)
FMIN15 7.5 A 5 4 - S Environmental Management Systems KS KE U W T 1 Lectures: 21 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 74 h (45-minute sessions) 		2 Lectures: 5 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 84 h (45-minute sessions)
MTTN85 7.5 A 5 5 X E Project Management and Research Methodologies in Supply Chain Management KS KE U T 1 Lectures: 20 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions) 		2 Lectures: 10 h (45-minute sessions)
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
INNA01 7.5 G1 5 4 X E Entrepreneurship - how to Build a Scalable Start-up KS KE U W T 2 Lectures: 20 h (45-minute sessions)
Exercises: 42 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 145 h (45-minute sessions)
MTTN56 7.5 A 5 4 X E Packaging Material Science KS KE U W T 2 Lectures: 44 h (45-minute sessions)
Exercises: 22 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 24 h (45-minute sessions)
Time for self studies: 78 h (45-minute sessions)
MMTN15 7.5 A 5 4 X E1 Project - Production and Materials Engineering X The course start is decided by the department. KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
MMTN15 X The course start is decided by the department. 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
MMTN15 X The course start is decided by the department. 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
EDAP05 7.5 A 4 4 X E Concepts of Programming Languages X The course is offered every other academic year and will next be offered in 2021/22. KS KE U W T Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.
FMSN35 7.5 A 4 4 X E Stationary and Non-stationary Spectral Analysis X The course is offered every other academic year and will next be offered in 2021/22. KS KE U W T Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.

FRTN55 Automatic Control, Advanced Course: Replaces FRTN10 Multivariable Control
FMSF15 Markov Processes: The course is to be studied together with MASC03.
EXTF40 Option Theory: The course is to be studied together with NEKH82, which is given by the Department of Economics. Does not follow the study period structure.
EXTF35 Portfolio Selection: The course is to be studied together with NEKH81, which is given by the Department of Economics. Does not follow the study period structure.
EXTG65 Econometrics: The course is to be studied together with NEKG31, which is given by the Department of Economics. Does not follow the study period structure.
EXTN05 Econometrics, Advanced Course: The course is to be studied together with NEKN31, which is given by the Department of Economics. Does not follow the study period structure.
EDAG01 Efficient C: EDAA25 and EDAF15 can not be included in the degree at the same time as EDAG01.
EXTF30 Fixed Income Securities: The course is to be studied together with NEKG81, which is given by the Department of Economics. Does not follow the study period structure.
EXTG60 Economics, Industrial Organization: The course is to be studied together with NEKH21, which is given by the Department of Economics. Does not follow the study period structure.
FMSF05 Probability Theory: The course is to be studied together with MASC01
FMSN30 Linear and Logistic Regression: Only one of the courses FMSN30 and FMSN40 may be included in a degree.
MMTN15 Project - Production and Materials Engineering: The course start is decided by the department.
EDAP05 Concepts of Programming Languages: The course is offered every other academic year and will next be offered in 2021/22.
FMSN35 Stationary and Non-stationary Spectral Analysis: The course is offered every other academic year and will next be offered in 2021/22.

Externally Elective Courses - I

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level 		Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish 		Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule 		  sp1 sp2 sp3 sp4
GEMA20 7.5 G1 4 1 - E English for Engineers KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions) 		2 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
GEMA25 7.5 G1 4 1 - S German for Engineers KS KE U W T 1 Lectures: 0 h
Exercises: 40 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions) 		2 Lectures: 0 h
Exercises: 40 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions)
GEMA65 7.5 G1 4 1 - S Chinese for Engineers KS KE U W T 3 Lectures: 0 h
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
GEMA20 7.5 G1 4 1 - E English for Engineers KS KE U W T 3 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions) 		4 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
GEMA01 7.5 G1 4 1 - S French for Engineers: Language, Culture and Society, First Course KS KE U W T 3 Lectures: 0 h
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 74 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 74 h (45-minute sessions)
GEMA70 15 G1 4 1 - S Japanese for Engineers KS KE U W T 3 Lectures: 0 h
Exercises: 34 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 165 h (45-minute sessions) 		4 Lectures: 0 h
Exercises: 32 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 165 h (45-minute sessions)

Bachelor's Projects - I

The list contains the bachelor's projects that are included in the I programme.

Course Code Credits Course Name Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
FMSL01 15 Bachelor Project in Mathematical Statistics KS KE U W
FMEL01 15 Bachelor Project in Mechanics KS KE U
MIOL01 15 Bachelor Project in Production Management KS KE U

Degree Projects - I

The list contains the degree project courses that are included in the I programme.

Course Code Credits Course Name Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
FRTM01 30 Degree Project in Automatic Control KS KE U W
EDAM05 30 Degree Project in Computer Sciences for Engineers KS KE U W
EITM01 30 Degree Project in Electrical and Information Technology KS KE U W
MVKM01 30 Degree Project in Energy Sciences KS KE U W
MTTM05 30 Degree Project in Engineering Logistics KS KE U W
FKMM01 30 Degree Project in Engineering Materials KS KE U W
FMIM01 30 Degree Project in Environmental Studies KS KE U W
MAMM10 30 Degree Project in Ergonomics KS KE U W
EXTM10 30 Degree Project in Financial Economics KS KE U W
EIEM01 30 Degree Project in Industrial Electrical Engineering and Automation KS KE U W
INNM01 30 Degree Project in Innovation KS KE U
INTM01 30 Degree Project in Innovation Engineering KS KE U W
FMSM01 30 Degree Project in Mathematical Statistics for Engineers KS KE U W
FMAM05 30 Degree Project in Mathematics for Engineers KS KE U
FMEM01 30 Degree Project in Mechanics for Engineers KS KE U W
FMNM01 30 Degree Project in Numerical Analysis KS KE U W
MTTM10 30 Degree Project in Packaging Logistics KS KE U W
PHYM01 30 Degree Project in Physics KS KE U W
MMKM05 30 Degree Project in Product Development KS KE U W
MMTM01 30 Degree Project in Production and Materials Engineering KS KE U W
MIOM05 30 Degree Project in Production Management KS KE U W
FHLM01 30 Degree Project in Solid Mechanics for Engineers KS KE U W