MSc in Transportation and Logistics
Master of Science in Engineering (Transportation and
Logistics)
Efficient transportation and logistics are crucial to modern
society. Engineers have always been involved in the establishment
of new infrastructure systems, but as the technologies and
society have evolved, the problems have changed and grown more
complex. The same goes for the means at our disposal for
resolving those problems. Whereas in the past more
technically-oriented planning and management projects were
undertaken by more technically-oriented engineers – such as
bridge engineers who conducted their own traffic forecasting or
mechanical engineers who also took on production management,
resolving company logistical problems and organizing the supply
chain to and from the company - a number of independent
professional disciplines and specialist fields have now emerged
within transportation and logistics.
The engineering science approach to transportation and logistics
employs applied mathematical models and IT-based solutions for
optimizing transportation and logistical problems. This degree
program thus operates with a model-based approach to
transportation and logistics.
This degree program aims to train engineers to give them
specialist, technical knowledge of traffic, transportation and
logistics combined with methodologies for software technology,
data analysis and statistics, operations research,
geoinformatics, economics disciplines along with planning and
management skills to qualify them to undertake projects in the
main fields of transportation and logistics.
The focus of the program may be applied science. Many graduates
write their theses in collaboration with private enterprises or
public authorities. But the focus may also be geared towards
methodologies and research, and many graduates of this degree
program go on to become industry-sponsored researchers or PhD
students, or they perform developmental functions in the
transportation and logistics sector.
This program offers a natural progression for graduates of BSc
Mathematics and Technology, BSc Software Technology or BSc Civil
Engineering. In addition, BSc Mathematics or BSc Mathematics and
Economics graduates can enroll for the Transportation and
Logistics Program to obtain the Danish title of
cand.scient.techn. (Master of Science and Technology).
This degree program is associated with a wide network of contacts
among both private enterprises and public authorities with which
projects can be undertaken in the course of the program. The
program also has links with international universities, enabling
students to study abroad. DTU enjoys especially close links with
TU Delft (Netherlands), ETH (Zurich, Switzerland), EPFL
(Lausanne, Switzerland), LTH (Lund, Sweden), KTH (Stockholm,
Sweden), Molde (Norway), University of Montreal (Canada),
University of Auckland (New Zealand) and University of Washington
(Seattle, USA). The contacts on the degree program will
coordinate postings to relevant international universities.
Agreements have already been made with a number of specific
institutions (for more details please refer to the descriptions
of the individual recommended programs of study).
Career Opportunities
On completion of the degree program, engineers
obtain a range of appointments within the transportation and
logistics sector such as with:
-
Product manufacturers and distributors (transportation and
logistics departments)
-
Transport companies (forwarding agents, public transport
operators, bus/coach companies, rail companies, airlines,
carriers and shipping companies)
-
Transport infrastructure owners (public authorities, seaports,
airports, private enterprises)
-
Public authorities (central and local governments, the EU,
public transport companies)
-
Methodology development and software technology (consulting and
IT firms, universities, specialist appointments with other
employers)
Job opportunities are described in more detail under the
individual recommended program of study.
The degree program was established through a multidisciplinary
collaboration between different institutes and research groups at
DTU, chiefly at:
-
DTU Transport: covers disciplines such as traffic technology
and traffic planning, traffic and transport modeling,
transportation and logistics
-
DTU Management Engineering: covers disciplines involving
operations research, manufacturing engineering management,
economics and business logistics
-
DTU Informatics: covers disciplines involving IT, data analysis
and statistics and geoinformatics
Disciplines
The degree program comprises a number of subjects
within these disciplines:
-
Methods and Models
-
Traffic and Transport
-
Supply Chains and Business Logistics
Each individual program of study spans these disciplines and
their subjects and the Master Thesis will typically be confined
to the contact’s own field of specialization.
Methods and Models
Subjects within the discipline of methods and models
constitute a methodological platform for the degree program in
transportation and logistics. This degree program,
however, does not comprise recommended programs of
study in methods and models since more logically under the
program "Mathematical Modeling and Computation". The
individual areas of expertise, lodged with DTU Informatics
and DTU Management Engineering are:
-
Computer Science
-
Data Analysis and Statistics
-
Operations Research
Traffic and Transport
The subjects under traffic, transport, logistics and
urban planning are all applied subjects, but with varying
emphasis on planning, methods and models. Programs of study
focused on traffic and transport are normally geared towards an
MSc thesis at DTU Transport. However, the program is organized
jointly with DTU Informatics and DTU
Management Engineering. In addition, subjects in urban
planning and road building may be relevant for study programs in
traffic planning and traffic technology. The individual areas of
expertise within this discipline are:
-
Traffic Planning and Traffic Technology
-
Traffic and Transport
-
Logistics and Transportation
Supply Chains and Business Logistics
The subjects under supply chains and Business
Logistics are all applied subjects. They span a wide array
of disciplines relevant for incorporation and integration in
planning and implementation of technological changes. Within
individual study programs, students can combine the subjects that
best support the technological area concerned. The subjects lead
to a Master Thesis at DTU Management
Engineering as well as supporting programs of study at DTU
Transport. The individual areas of expertise within this
discipline are:
-
Supply Chains
-
Business Logistics
Programs of Study
The degree program consists of four programs of
study, each of which is assigned a contact person and often
additional academic supervisors:
-
Transport and Business Logistics
-
Traffic Planning and Traffic Technology
-
Traffic and Transport Modeling
-
Railway Technology
Before commencing their final MSc Thesis, students are expected
to have completed a program of study or have had their
studies approved by their director of studies as being
academically commensurate with the discipline of the Master
Thesis. In addition, a completed B.Eng. in Traffic and Transport
gives direct access to the degree program.
Academic Requirements, MSc Eng
To qualify for admission to the MSc program
in Transportation and Logistics, students are required to have
completed a BSc in either
Software Technology,
-
Civil Engineering,
-
Mathematics and Technology or
-
Mechanical Engineering
In addition, B Engs in Traffic and Transportation are directly
admitted to the MSc program.
Students holding a B Eng may be eligible for enrollment
on this MSc program. Individual assessment will be made as
to whether applicants meet the academic requirements and the
requirements for 10 points for scientific disciplines. The
individual assessment will typically comprise a personal
interview with the director of studies, who decides the study
plan for the prospective student so that he/she can commence
studies as soon as possible. The requirement that students have
completed 10 points is specified below, and it can be fulfilled
either by completing specific courses at DTU or by having
completed courses in connection with a research based program
which in content and level is equivalent to the courses
mentioned:
| 01035 | Advanced Engineering Mathematics 2 | 5 | point |
| 02402 | Introduction to Statistics | 5 | point |
| 02403 | Introduction to Statistics | 5 | point |
| 02405 | Probability theory | 5 | point |
| 02413 | Statistical Quality Control | 5 | point |
| 02601 | Introduction to Numerical Algorithms | 5 | point |
| 42101 | Introduction to Operations Research | 5 | point |
We recommend that students take the following courses as part of
their BSc Eng/B Eng, or that they check the prerequisites for the
individual courses in the course of study chosen in the Study
Handbook:
Tuition in programming equivalent to e.g. courses
02115, 02312,
02318
as well as courses equivalent to:
| 02402 | Introduction to Statistics | 5 | point |
| 02405 | Probability theory | 5 | point |
| 13002 | Freight Transportation and Logistics | 5 | point |
| 13006 | GIS and Road Traffic Planning | 10 | point |
| 42101 | Introduction to Operations Research | 5 | point |
Prospective students holding a BSc Eng or B
Eng from other academic institutions may qualify for admission
if the components of their qualifications are equivalent to those
described above.
Those holding a BSc Mathematics or BSc
Mathematics and Economics are also eligible. Students admitted to
this degree program are recommended to contact the director of
studies for advice on course selection.
Students with a bachelor degree who seek admission to MSc
programs at DTU must demonstrate proficiency in English (B-level
for students from Nordic countries, IELTS, TOEFL or Pearson test
for international students).
Program Provisions, MSc Eng
In order to obtain the MSc degree
in Transportation and Logistics the student must fulfil
the following requirements:
- Have passed General Competence Courses adding up to at least
30 points
- Have passed Technological Specialization Courses adding up to
at least 30 points
- Have performed a Master Thesis of at least 30 points
within the field of the general program
- Have passed a sufficient number of Elective Courses to bring
the total number of points of the entire study up to
120.
Curriculum
The degree program is composed of 4 course
blocks: General Degree Competencies (30 ECTS credit points),
Technological Specialization (30 ECTS credit points), Elective
Courses and Master Thesis (total of 60 ECTS credit points).
The degree program spans activities at 3
departments at DTU, which also offers other degree programs.
Whether or not a Master Thesis falls within the intentions for the
particular degree program is dependent on the approval of the
director of studies. Students are recommended to seek prior
approval of their Master Thesis as being within the parameters of
the degree program.
General Competence Courses
The General Competence Courses ensure that you gain
an understanding of the core elements within the degree program and
that you learn to combine technology applications and technological
development with economics, management and organization. In
addition, you will learn to use your technological expertise in a
professional context. You will also learn to describe and indicate
solutions to open-ended problems and to work as part of a team
where the focus is on interpersonal skills and communication.
General Degree Competencies are acquired through courses in the
program's specialized disciplines.
The following course is mandatory:
| 42490 | Technology, economics, management and organisation | 10 | point |
The remaining points (up till 30 points) must be achieved among
the following courses:
| 13131 | Transport Models | 10 | point |
| 13132 | Advanced public transport planning | 5 | point |
| 13150 | Transport economics | 5 | point |
| 13231 | Appraisal Methodologies | 5 | point |
| 13400 | Simulation in Freight Transportation and Logistics | 5 | point |
| 42114 | Integer Programming | 5 | point |
| 42115 | Network Optimization | 5 | point |
The courses listed below also count as General Competence course
for students accepted at DTU prior to September 2012:
| 13235 | Planning Theory | 5 | point |
| 13430 | Transport Network Optimisation | 5 | point |
| 13432 | Maritime Logistics | 5 | point |
| 42113 | Networks & Integer Programming | 10 | point |
The courses listed below also count as General Competence course
for students accepted at DTU prior to September 2011:
| 13435 | Optimisation of Operational Transport Systems | 5 | point |
The course listed below count as General Competence course
for students accepted at DTU prior to February 2011:
| 13120 | Public Transport Planning | 10 | point |
The course listed below count as General Competence course
for students accepted at DTU prior to September 2009:
| 13130 | Traffic Models | 7.5 | point |
Technological Specialization Courses
Your technological specialization ensures that you
acquire the latest technological expertise within your field.
Combined with your Master Thesis and the opportunity to take
specialist courses, you will acquire comprehensive academic and
practical expertise in your field at a high international level.
You are required to select a minimum of 30 ECTS credit points
within this course block:
| 02407 | Stochastic Processes | 5 | point |
| 02409 | Multivariate Statistics | 5 | point |
| 02411 | Statistical Design and Analysis of Experiments | 5 | point |
| 02424 | Advanced Dataanalysis and Statistical Modelling | 5 | point |
| 02443 | Stochastic Simulation | 5 | point |
| 13125 | Rail Traffic Engineering | 5 | point |
| 13126 | Railway Design and Maintenance | 10 | point |
| 13127 | Rolling stock | 5 | point |
| 13128 | Signalling systems for railways | 10 | point |
| 13135 | Discrete choice models | 5 | point |
| 13141 | Route Choice Models | 5 | point |
| 13232 | Road safety | 5 | point |
| 13233 | Decision Support and Risk Analysis | 5 | point |
| 13235 | Planning Theory | 5 | point |
| 13236 | Sustainable Transport Assessment | 5 | point |
| 13432 | Maritime Logistics | 5 | point |
| 13436 | Optimisation of Operational Transport Systems | 5 | point |
| 13442 | Vehicle Routing and Distribution Planning | 5 | point |
| 13450 | Intelligent Transportsystems (ITS) – Modelling and Analysis | 5 | point |
| 42136 | Large Scale Optimization using Decomposition | 5 | point |
| 42137 | Optimization using metaheuristics | 5 | point |
| 42139 | The Set Partitioning Optimization Model and its Application in Practical Scheduling Problems | 5 | point |
| 42278 | Urban Technology and Management | 10 | point |
| 42371 | Design of Lean Production and Service Systems | 10 | point |
| 42457 | Supply Chain Management and Advanced Planning | 5 | point |
| 42459 | Planning and Scheduling in Manufacturing and Services | 5 | point |
The courses listed below also count as Technological
Specilalisation Courses for students accepted at DTU prior to
September 2012:
| 13004 | Transport impacts | 5 | point |
| 13321 | Geometric Highway Design | 5 | point |
| 13440 | Routing and Scheduling in Transport | 5 | point |
| 42121 | Facilities Location | 5 | point |
| 42122 | The Set Partitioning Optimization Model and its Application in Practical Scheduling Problems | 5 | point |
| 42132 | Large Scale Optimization using Decomposition | 5 | point |
| 42133 | Optimization using metaheuristics | 5 | point |
The courses listed below also count as Technological
Specialization Courses for students accepted at DTU prior to
September 2011:
| 13220 | Road traffic simulation | 5 | point |
| 42133 | Optimization using metaheuristics | 5 | point |
The courses listed below also count as Technological
Specialization Courses for students accepted at DTU prior to
September 2010:
| 13124 | Rail Traffic Engineering | 7.5 | point |
| 42111 | Static and Dynamic Optimization | 5 | point |
The course listed below count as Technological Specialization
Courses for students accepted at DTU prior to September 2009:
| 42273 | Urban Planning and Sustainable Urban Development | 10 | point |
Elective Courses
Students may select up to 30 points worth
of Elective Courses from among the advanced MSc courses. Electives
combined with the Master Thesis must total 60 points.
Studying abroad
DTU recommends that students study one semester at a foreign
university if they have not been on an international exchange
before. Relevant for this study programme are the following
places/courses:
TU Delft (Holland), ETH (Zürich, Schweiz), EPFL (Lausanne,
Schweiz), LTH (Lund, Sverige), KTH (Stockholm, Sverige), Molde
(Norge), Leeds University (England), Imperial College (England),
University of Montreal (Canada), University of Auckland (New
Zealand) og University of Washington (Seattle, USA).
The head of studies may approve selected courses taken as part
of an approved International Exchange Program as substitutes for
required DTU courses.
Master Thesis
The Master Thesis must fall within the subject
areas of the degree program. The MSc may be of a scope equivalent
to either 30 or 35 ECTS. The Master Thesis combined with
the Elective Courses must total 60 points. If one of the 4
recommended study lines is followed, the chair of study will
help finding a thesis subject and advisor if this help is
required.
A Master Thesis that begins on the 1st of September 2012 or
later can only have a scope equivalent to 30 or 35 ECTS credit
points.
Program Coordinator
Kim Bang Salling, Associate Professor
DTU Transport
DTU Building 115, Ground Floor, Room 008
DK-2800 Kgs. Lyngby, Denmark
Phone: (+45) 4525 1548
E-mail: kbs@transport.dtu.dk
Web:
www.transport.dtu.dk
Transport and Business Logistics,
Contact:
Allan Larsen, Associate Professor, DTU
Transport, ala@transport.dtu.dk
Field: Logistics and Transportation
Jesper Larsen, Associate Professor, DTU Management Engineering,
jesla@man.dtu.dk
Field: Operations Research
Traffic Planning and Traffic Engineering,
Contact:
Steen Leleur, Professor, DTU Transport,
sl@transport.dtu.dk
Field: Traffic and Transport
Traffic and Transport Modeling, Contact:
Otto Anker Nielsen, Professor, DTU Transport,
oan@transport.dtu.dk
Field: Traffic and Transport Modeling, GIS, Public Transport
Railway Technology, Contact:
Alex Landex, Assistant Professor, DTU
Transport, al@transport.dtu.dk
Field: Railway, Public Transport