Study year 1

Master's Programme, Industrial Engineering and Management, 120 credits (TIEMM), Programme syllabus for studies starting in autumn 2019

The following courses are part of study year one.

The course application codes and study periods are valid for the academic year 2019/2020. For other academic years, different application codes and study periods may apply.

General

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

Specialisations

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 Appl.code Scope Study period
 1   2   3   4 
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MJ2407 Sustainable Energy Utilisation 9.0 hp 4.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0
MJ2141 Energy Systems, Models and Scenarios 60877 9.0 hp 4.5 4.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
MJ2411 Renewable Energy Technology 6.0 hp 3.0 3.0
EG2210 Electricity Market Analysis 60602 7.5 hp 7.5
MJ2437 Modeling of Energy Systems - Energy Utilization 60041 6.0 hp 6.0
EG2220 Power Generation, Environment and Markets 60082 7.5 hp 7.5
ME2087 Energy Business 60214 6.0 hp 6.0

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: SF2955, SF2972, SF2975 (year 2), SF2971, or SF2935 should be chosen.

Mandatory Appl.code Scope Study period
 1   2   3   4 
SF2942 Portfolio Theory and Risk Management 7.5 hp 7.5
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
SF2980 Risk Management 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0
SF2943 Time Series Analysis 60175 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
SF2935 Modern Methods of Statistical Learning 7.5 hp 7.5
SF2971 Martingales and Stochastic Integrals 60307 7.5 hp 7.5
SF2972 Game Theory 60306 7.5 hp 7.5
SF2955 Computer Intensive Methods in Mathematical Statistics 60260 7.5 hp 7.5

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 Appl.code Scope Study period
 1   2   3   4 
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MJ2405 Sustainable Power Generation 9.0 hp 4.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0
MJ2141 Energy Systems, Models and Scenarios 60877 9.0 hp 4.5 4.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
MJ2411 Renewable Energy Technology 6.0 hp 3.0 3.0
EG2210 Electricity Market Analysis 60602 7.5 hp 7.5
EG2220 Power Generation, Environment and Markets 60082 7.5 hp 7.5
ME2087 Energy Business 60214 6.0 hp 6.0
MJ2438 Modeling of Energy Systems - Heat and Power Generation 61099 6.0 hp 6.0

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.

New track as from autumn 2018

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2380 Artificial Intelligence 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security
CINEK students chose DD1389 instead if DD2395 was attended year 3
6.0 hp 6.0
DH2628 Interaction Design Methods 60518 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
DH2400 Physical Interaction Design and Realization 7.5 hp 7.5
DT2140 Multimodal Interaction and Interfaces 7.5 hp 7.5
DT2112 Speech Technology 60115 7.5 hp 7.5
DT2300 Sound in Interaction 60564 7.5 hp 7.5
DH2642 Interaction Programming and the Dynamic Web 60128 7.5 hp 4.5 3.0
DH2323 Computer Graphics and Interaction 60124 6.0 hp 6.0
DH2670 Haptics, Tactile and Tangible Interaction 60530 7.5 hp 7.5
DT2213 Musical Communication and Music Technology 60528 7.5 hp 7.5
Recommended Appl.code Scope Study period
 1   2   3   4 
DH2408 Evaluation Methods in Human-Computer Interaction
Compulsory within Master degree in Computer Science
6.0 hp 6.0
DH2320 Introduction to Visualization and Computer Graphics
Compulsory within Master degree in Computer Science
60499 6.0 hp 6.0

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

One of the conditionally elective courses MG2020 or MG2040 must be chosen.

Mandatory Appl.code Scope Study period
 1   2   3   4 
MG2029 Production Engineering - Planning and Control 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MG2028 CAD and Other IT Tools in Industrial Processes 6.0 hp 1.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
MG2020 Modularisation of Products
* One of the courses MG2020 or MG2040 must be chosen.
6.0 hp 6.0
MG2040 Assembly Technology
* One of the courses MG2020 or MG2040 must be chosen.
60866 6.0 hp 6.0

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.

Track Machine Learning is a new track for students admitted to TIEMM as from autumn 2018

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2380 Artificial Intelligence 6.0 hp 6.0
DD2421 Machine Learning 7.5 hp 7.5
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security
CINEK students chose DD1389 instead if DD2395 was attended year 3
6.0 hp 6.0
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
DD2410 Introduction to Robotics
*2
7.5 hp 7.5
DD2429 Computational Photography
*2
6.0 hp 6.0
DD2423 Image Analysis and Computer Vision
*2
7.5 hp 7.5
DD2434 Machine Learning, Advanced Course
*1
7.5 hp 7.5
DD2447 Statistical Methods in Applied Computer Science
*1
6.0 hp 6.0
EL2320 Applied Estimation
*1
7.5 hp 7.5
DD2437 Artificial Neural Networks and Deep Architectures
*1
60171 7.5 hp 7.5
DT2112 Speech Technology
*2
60115 7.5 hp 7.5
DD2476 Search Engines and Information Retrieval Systems
*2
60119 9.0 hp 6.0 3.0
DD2424 Deep Learning in Data Science
*1
60118 7.5 hp 7.5
DT2119 Speech and Speaker Recognition
*2
60126 7.5 hp 7.5
EQ2341 Pattern Recognition and Machine Learning
*1
60166 7.5 hp 7.5
Recommended Appl.code Scope Study period
 1   2   3   4 
DH2320 Introduction to Visualization and Computer Graphics
Compulsory within Master degree in Computer Science
60499 6.0 hp 6.0

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.

Mandatory Appl.code Scope Study period
 1   2   3   4 
MF2030 Mechatronics basic Course 6.0 hp 6.0
MF2095 Programming in C for Embedded Systems 3.0 hp 3.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
MF2007 Dynamics and Motion Control 9.0 hp 9.0
MF2103 Embedded Systems for Mechatronics 60592 9.0 hp 9.0
MF2079 Mechatronics, Business and Management, extended course
MF2079 can replace MF2050 which starts year 2
61636 18.0 hp 3.0

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 Appl.code Scope Study period
 1   2   3   4 
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
SF2832 Mathematical Systems Theory 7.5 hp 7.5
SF2812 Applied Linear Optimization 60044 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
SF2852 Optimal Control Theory 7.5 hp 7.5
SF2935 Modern Methods of Statistical Learning 7.5 hp 7.5
SF2942 Portfolio Theory and Risk Management 7.5 hp 7.5
SF2842 Geometric Control Theory 60310 7.5 hp 7.5
SF2822 Applied Nonlinear Optimization 60286 7.5 hp 7.5

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.

Track Software Engineering is a new track for students admitted to TIEMM as from autumn 2018

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2380 Artificial Intelligence 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security
CINEK students chose DD1389 instead if DD2395 was attended year 3
6.0 hp 6.0
DD2480 Software Engineering Fundamentals 60149 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 60211 12.0 hp 6.0 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
DD2496 Privacy Enhancing Technologies
*2
7.5 hp 7.5
IK2218 Protocols and Principles of the Internet
*1
6.0 hp 6.0
DD2350 Algorithms, Data Structures and Complexity
*1
9.5 hp 6.0 3.5
DD2440 Advanced Algorithms
*1
6.0 hp 1.5 4.5
DD2487 Large-Scale Software Development
*2
7.5 hp 7.5
DD2459 Software Reliability
*1
60145 7.5 hp 7.5
DH2642 Interaction Programming and the Dynamic Web
*2
60128 7.5 hp 4.5 3.0
DD2448 Foundations of Cryptography
*2
60102 7.5 hp 7.5
DD2460 Software Safety and Security
*2
60146 7.5 hp 7.5
DD2481 Principles of Programming Languages
*2
60147 7.5 hp 7.5
Recommended Appl.code Scope Study period
 1   2   3   4 
DH2320 Introduction to Visualization and Computer Graphics
Compulsory within Master degree in Computer Science
60499 6.0 hp 6.0