The following courses are part of study year one.
The course application codes and study periods are valid for the academic year 2021/2022. For other academic years, different application codes and study periods may apply.
General courses
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management, 300 higher education credits, takes place within framework of the Master program Industrial Engineering and Management - TIEMM
During year 1-2 (CINEK year 4-5) you also attend courses within your choice of specialisation.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 6.0 hp | |||||
| ME2312 Advanced Studies in Industrial Economics and Management | 12.0 hp |
Specialisations
Track, Cyber Physical Systems (CYPS)
Courses (CYPS)
New track within the MSc programme Industrial Engineering and Management (TIEMM) as from batch autumn-21. Replaces the track Mechatronics Product Development (MPUA).
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MF2095 Programming in C for Embedded Systems | 51185 | 3.0 hp | 3.0 | |||
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| DD2380 Artificial Intelligence | 51272 | 6.0 hp | 6.0 | |||
| MF2140 Smart Cyber-Physical Systems (CPS) - understanding and acting in a sociotechnical shift | 50739 | 6.0 hp | 6.0 | |||
| MF2103 Embedded Systems for Mechatronics | 60733 | 9.0 hp | 9.0 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 |
At least one of the conditionally elective courses. The conditionally elective courses can be chosen year 1 or two.
Course MF2019 can be read in period 2 or 4.
The course MF2079 can replace MF2050, which starts year 2.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MF2030 Mechatronics basic Course | 51031 | 6.0 hp | 6.0 | |||
| DD2423 Image Analysis and Computer Vision | 50181 | 7.5 hp | 7.5 | |||
| MF2007 Dynamics and Motion Control | 51024 | 9.0 hp | 9.0 | |||
| MF2019 CAD 3D-modelling and Visualization Can be read in period 2 or 4. | 50879 | 6.0 hp | 6.0 | |||
| MF2079 Mechatronics, Business and Management, extended course The course MF2079 can replace MF2050 | 60621 | 18.0 hp | 3.0 | |||
| DD2424 Deep Learning in Data Science | 60130 | 7.5 hp | 7.5 | |||
| EL2520 Control Theory and Practice, Advanced Course | 61058 | 7.5 hp | 7.5 |
Track, Sustainable Energy Utilization (EEAA)
Courses (EEAA)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
At least one of the conditionally elective courses MJ2437, MJ2411, EG2210, EG2220 or ME2087 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| MJ2407 Sustainable Energy Utilisation | 50253 | 9.0 hp | 4.5 | 4.5 | ||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 | ||
| MJ2141 Energy Systems, Models and Scenarios | 61564 | 9.0 hp | 4.5 | 4.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MJ2411 Renewable Energy Technology | 50252 | 6.0 hp | 3.0 | 3.0 | ||
| EG2210 Electricity Market Analysis | 60181 | 7.5 hp | 7.5 | |||
| MJ2437 Modeling of Energy Systems - Energy Utilization | 60209 | 6.0 hp | 6.0 | |||
| EG2220 Power Generation, Environment and Markets | 60180 | 7.5 hp | 7.5 | |||
| ME2087 Energy Business | 60906 | 6.0 hp | 6.0 |
Track, Financial Mathematics (FMIB)
Courses (FMIB)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| SF2942 Portfolio Theory and Risk Management | 50488 | 7.5 hp | 7.5 | |||
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| SF2980 Risk Management | 50481 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 | ||
| SF2943 Time Series Analysis | 60155 | 7.5 hp | 7.5 |
At least one of the conditionally elective courses: SF2955, SF2972, SF2971, SF2935 or SF2975.
The conditionally elective courses can be chosen year 1 or two. SF2975 can only be read year 2.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| SF2935 Modern Methods of Statistical Learning | 50348 | 7.5 hp | 7.5 | |||
| SF2971 Martingales and Stochastic Integrals | 60386 | 7.5 hp | 7.5 | |||
| SF2972 Game Theory | 60383 | 7.5 hp | 7.5 | |||
| SF2955 Computer Intensive Methods in Mathematical Statistics | 60379 | 7.5 hp | 7.5 |
Track, Sustainable Power Generation (HKPA)
Courses (HKPA)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
At least one of the conditionally elective courses MJ2437, MJ2411, MJ2438, EG2220, EG2210 or ME2087 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| MJ2405 Sustainable Power Generation | 50254 | 9.0 hp | 4.5 | 4.5 | ||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 | ||
| MJ2141 Energy Systems, Models and Scenarios | 61564 | 9.0 hp | 4.5 | 4.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MJ2411 Renewable Energy Technology | 50252 | 6.0 hp | 3.0 | 3.0 | ||
| EG2210 Electricity Market Analysis | 60181 | 7.5 hp | 7.5 | |||
| EG2220 Power Generation, Environment and Markets | 60180 | 7.5 hp | 7.5 | |||
| ME2087 Energy Business | 60906 | 6.0 hp | 6.0 | |||
| MJ2438 Modeling of Energy Systems - Heat and Power Generation | 60191 | 6.0 hp | 6.0 |
Track, Interaction and Visualization (IAVN)
Courses (IAVN)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
After completing your education, you can, in addition to a MSc in Engineering in Industrial Engineering and Management, apply for a general master's degree in Computer Science and Computer Engineering, or a master's degree in Industrial Management. NOTE! Different conditions apply depending on which master's degree you want to apply for.
Recommended courses:
DD2258 can be chosen instead of DH2320.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 | 51273 | 6.0 hp | 6.0 | |||
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| DD2380 Artificial Intelligence | 51272 | 6.0 hp | 6.0 | |||
| DH2628 Interaction Design Methods | 60981 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 |
The conditionally elective courses can be chosen year 1 or two.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2257 Visualization *2 | 50478 | 7.5 hp | 7.5 | |||
| DH2400 Physical Interaction Design and Realization *1 | 52121 | 7.5 hp | 7.5 | |||
| DH2413 Advanced Graphics and Interaction *2 | 51262 | 9.0 hp | 3.0 | 6.0 | ||
| DH2408 Evaluation Methods in Human-Computer Interaction *1 | 50852 | 6.0 hp | 6.0 | |||
| DT2140 Multimodal Interaction and Interfaces *1/*2 | 52124 | 7.5 hp | 7.5 | |||
| DH2321 Information Visualization *1/*2 | 60566 | 6.0 hp | 6.0 | |||
| DT2112 Speech Technology *1 | 60531 | 7.5 hp | 7.5 | |||
| DT2300 Sound in Interaction *1 | 60562 | 7.5 hp | 7.5 | |||
| DH2642 Interaction Programming and the Dynamic Web *1 | 60546 | 7.5 hp | 4.5 | 3.0 | ||
| DH2323 Computer Graphics and Interaction *2 | 61575 | 6.0 hp | 6.0 | |||
| DH2650 Computer Game Design *2 | 60559 | 6.0 hp | 6.0 | |||
| DH2670 Haptics, Tactile and Tangible Interaction *1 | 60565 | 7.5 hp | 7.5 | |||
| DT2213 Musical Communication and Music Technology *1 | 60564 | 7.5 hp | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science | 60829 | 6.0 hp | 6.0 |
Track, Integrated Production Engineering (IPIB)
Courses (IPIB)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
As from batch-21 the track, Integrated Production Engineering (IPIB) will be replaced by the track, Modern Production (MOPR).
Track, Machine Learning (MAIG)
Courses (MAIG)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
After completing your education, you can, in addition to a MSc in Engineering in Industrial Engineering and Management, apply for a general master's degree in Computer Science and Computer Engineering, or a master's degree in Industrial Management. NOTE! Different conditions apply depending on which master's degree you want to apply for.
Recommended courses:
DD2258 can be chosen instead of DH2320.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 | 51273 | 6.0 hp | 6.0 | |||
| DD2421 Machine Learning | 50490 | 7.5 hp | 7.5 | |||
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| DD2380 Artificial Intelligence | 51272 | 6.0 hp | 6.0 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 |
Conditionally elective courses
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science | 60829 | 6.0 hp | 6.0 |
Track, Modern Production (MOPR)
Courses (MOPR)
New track within the MSc programme Industrial Engineering and Management (TIEMM) as from batch autumn-21 (CINEK batch-18).
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MG2043 Circular Manufacturing Systems | 52300 | 6.0 hp | 6.0 | |||
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| MG2028 CAD and Other IT Tools in Industrial Processes | 50352 | 6.0 hp | 1.5 | 4.5 | ||
| MG2045 Decision-making for Advanced Manufacturing | 50369 | 6.0 hp | 6.0 | |||
| MG2044 Additive Manufacturing | 61625 | 6.0 hp | 6.0 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 |
At least one of the conditionally elective courses must be read. The conditionally elective courses can be read year 1 or 2.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MG2020 Modularisation of Products | 51707 | 6.0 hp | 6.0 | |||
| MG2022 Advanced CAD Modelling and Rapid Prototyping, Project Course | 50339 | 6.0 hp | 3.0 | 3.0 | ||
| MG2103 Industrial Process Engineering | 60258 | 6.0 hp | 6.0 | |||
| MG1007 Contemporary Maintenance Techniques | 61646 | 6.0 hp | 6.0 | |||
| MG2033 Quality Control | 60256 | 6.0 hp | 6.0 | |||
| MG2036 Computer Aided Manufacturing - CAM | 60257 | 6.0 hp | 6.0 | |||
| MG2040 Assembly Technology | 60260 | 6.0 hp | 6.0 |
Track, Mechatronics Product Development (MPUA)
Courses (MPUA)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
The course MF2079 can replace MF2050, which starts year 2.
As from autumn-21 the Track, Mechatronics Product Development (MPUA) will be replaced by the track, Cyber Physical Systems (CYPS).
Track, Optimization and Systems Theory (OSYT)
Courses (OSYT)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
At least two of the conditionally elective courses SF2822, SF2842, SF2852, SF2935 and SF2942 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| SF2832 Mathematical Systems Theory | 50171 | 7.5 hp | 7.5 | |||
| SF2812 Applied Linear Optimization | 60154 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 |
At least two of the conditionally elective courses SF2822, SF2842, SF2852, SF2935 and SF2942 should be chosen.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| SF2852 Optimal Control Theory | 50214 | 7.5 hp | 7.5 | |||
| SF2935 Modern Methods of Statistical Learning | 50348 | 7.5 hp | 7.5 | |||
| SF2942 Portfolio Theory and Risk Management | 50488 | 7.5 hp | 7.5 | |||
| SF2842 Geometric Control Theory | 60131 | 7.5 hp | 7.5 | |||
| SF2822 Applied Nonlinear Optimization | 60133 | 7.5 hp | 7.5 |
Track, Software Engineering (PUET)
Courses (PUET)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
Course DD2480 expire as from batch-21.
Course DD2459 is mandatory as from batch-21 (CINEK-18)
DD2258 can be chosen instead of DH2320
After completing your education, you can, in addition to a MSc in Engineering in Industrial Engineering and Management, apply for a general master's degree in Computer Science and Computer Engineering, or a master's degree in Industrial Management. NOTE! Different conditions apply depending on which master's degree you want to apply for.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 | 51273 | 6.0 hp | 6.0 | |||
| ME2311 Leadership and Organizational Change | 50241 | 6.0 hp | 3.0 | 3.0 | ||
| DD2380 Artificial Intelligence | 51272 | 6.0 hp | 6.0 | |||
| DD2459 Software Reliability | 60160 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61560 | 12.0 hp | 6.0 | 6.0 |
The conditionally elective courses can be chosen year 1 or two.
DD2352 can be chosen instead of DD2350
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2443 Parallel and Distributed Computing *2 | 51281 | 7.5 hp | 7.5 | |||
| DD2496 Privacy Enhancing Technologies *2 | 52141 | 7.5 hp | 7.5 | |||
| IK2218 Protocols and Principles of the Internet *1 | 51275 | 6.0 hp | 6.0 | |||
| DD2350 Algorithms, Data Structures and Complexity *1 | 50891 | 9.5 hp | 6.0 | 3.5 | ||
| DD2440 Advanced Algorithms *1 | 50559 | 6.0 hp | 1.5 | 4.5 | ||
| DD2487 Large-Scale Software Development *2 | 51060 | 7.5 hp | 7.5 | |||
| DD2497 Project course in System Security *2 | 51083 | 7.5 hp | 7.5 | |||
| DD2520 Applied Cryptography *2 | 60992 | 7.5 hp | 7.5 | |||
| DH2642 Interaction Programming and the Dynamic Web *2 | 60546 | 7.5 hp | 4.5 | 3.0 | ||
| DD2448 Foundations of Cryptography *2 | 60388 | 7.5 hp | 7.5 | |||
| DD2460 Software Safety and Security *2 | 60995 | 7.5 hp | 7.5 | |||
| DD2481 Principles of Programming Languages *2 | 61003 | 7.5 hp | 7.5 | |||
| DD2482 Automated Software Testing and DevOps *2 | 61000 | 7.5 hp | 7.5 | |||
| DD2525 Language-Based Security *1 | 60998 | 7.5 hp | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science | 60829 | 6.0 hp | 6.0 |