Engineering Cybernetics

Master of Science 

Standard Period of Study: 4 semesters
Teaching Language: English

[Image: Thomas Bernhardt 2020]

Course of study

The Engineering Cybernetics master’s program comprises four semesters (120 ECTS), which must be completed in accordance with the examination regulations. The program is divided into several blocks, many of which offer a wide range of options.

Fundamentals: These modules build the theoretical foundation for understanding complex system dynamics and core control concepts, preparing you to develop expertise in advanced control techniques and specialized fields.

Advanced Control and System analysis: To deepen your knowledge in the core areas of engineering cybernetics, these modules focus on advanced methods for handling nonlinear and uncertain systems, as well as optimal control strategies. You will also strengthen your understanding of complex systems and develop your skills in modeling and analyzing their behavior.

Area of Specialization and Elective: Within the specialization areas, you can either deepen your methodological expertise or focus on a specific application field of engineering cybernetics. One major and one minor specialization are selected from a wide range of options, allowing for individual academic focus. In addition, an elective module offers the opportunity to broaden your perspective by exploring subjects from other areas of engineering as well.

Practical study components: To address the necessary and important development of key competencies, two projects have been integrated into the curriculum. In these projects, you work in small groups to solve a practice-oriented task within a set timeframe. The focus is not only on applying the theoretical skills acquired but also on developing a structured approach, as well as planning and task distribution within a team. The practical relevance of the subject and the methods learned is further strengthened through a mandatory industrial internship. 

Master's thesis: You will complete your studies with a master's thesis. This will be closely supervised by the staff of the institute you choose for this purpose.

More information on the course of study
Study overview for the current examination regulations  

 

The study schedule below is a suggestion of how you could organize your studies. 1 ECTS corresponds to approximately 30 hours of actual work

Link zu C@MPUS

An industrial internship of at least twelve weeks in total is a compulsory part of the Master's degree program. 

More detailed information can be found in the internship guidelines. 

If you have any further questions, please contact the Internship Office for Engineering Cybernetics: write an email

The module handbook and the study program curriculum describe the individual modules with the associated courses, content and examinations.

Study Plan

Please fill out the Study Plan, documenting your individual course choice, and have it officially approved by the board of examiners before the start of your first exam period. You may change your study plan throughout your studies, but each change must be approved. 

Fundamentals, System Analysis and Advanced Control

The lecture Concepts of Automatic Control forms the foundation for several advanced courses and should be taken at the beginning of the program.  

The M.Sc. Engineering Cybernetics study program focuses on system theory and dynamics, control engineering, and mathematics. This is also reflected in the two compulsory modules in the curriculum. In the module Concepts of Automatic Control, students learn advanced control engineering concepts and modern controller design methods, as well as mathematical foundations. In the module Dynamics of Distributed Parameter Systems, students gain knowledge in system dynamics for more general classes of systems than those that are usually covered in the Bachelor studies. 

The focus areas of system theory, system dynamics, and control engineering are further addressed in the Advanced Control and System Analysis and Modeling modules. In these modules, students can choose from a wide range of specialized lectures that are closely related to current research. In addition to the above-mentioned focus areas, System Analysis and Modeling also covers a central field for the application of the acquired methods. 

We only list English-taught courses here. The full offer including German-taught courses can be found on C@MPUS.

Specializations

In the specialization subjects, students can acquire in-depth knowledge from an application area of engineering cybernetics. It is also possible to specialize further in the core area of engineering cybernetics. 

Students choose one major and one minor specialization subject. The major specialization requires 18 ECTS credits and the minor specialization 12 ECTS credits.  

On October 5, 2025 and October 6, 2026, presentations of the specializations will take place. More information can be found in the overview below.

English-taught specializations
As of now, the following specialization containers are offered in English in the sense that there are
 at least 12 ECTS available and all compulsory modules are offered in English. However, they may still contain additional German-taught courses. The complete offer of specializations including German-taught specializations can be found on C@MPUS.

The specialization "Autonomous Systems and Control" is intended as a methodologically oriented specialization that provides advanced knowledge in the area of control and systems theory, one of the core disciplines of Engineering Cybernetics.

Within this specialization, students may freely select the required ECTS credits from all of the listed modules, provided that the selection is made in consultation with the specialization coordinator. It is recommended that students take the module from "Nonlinear Control," "Optimal Control," or "Robust Control" that they did not complete as part of the "Advanced Control" area, in order to broaden and complete their advanced knowledge of control engineering. However, this is not mandatory. The remaining control-related modules provide advanced knowledge in specific, modern subfields in control. Please note that both the choice of specialization and the modules selected within the specialization must be approved in the study plan before taking the first examination in the specialization.

The specialization area Engineering Dynamics focuses on the analysis, modeling, simulation, and optimization of mechanical and mechatronic systems. Building on the methods of multibody dynamics, the specialization covers advanced methods from the fields of elastodynamics, mechatronics, system dynamics, and numerical methods with applications such as machine and vehicle dynamics, robotics, and contact mechanics. The elective lectures in English language place special emphasis on optimization of mechanical systems, simulation of particles and mesh-free computation methods, experimental modal analysis, and uncertainty quantification.

The specialization Flight Guidance and System Technology offers a comprehensive curriculum covering flight path planning, control, and aircraft system architecture. The theoretical foundations of aerospace systems begin with a system description concerning structure, functionality, and data flows. Methodological basics include specific development processes and platform-based design. Safety-critical systems require safety analysis based on formal probabilistic methods, with examples drawn from transport aircraft, military aircraft, and helicopters. System diversity ranges from central management modules to auxiliary systems such as cabin-pressure control. Many core aerospace systems perform flight guidance functions, e.g., avionics, navigation, and display systems. Flight guidance spans the whole spectrum from air traffic management to flight planning, flight control, and autopilot design for an individual aircraft. Guidance methods for unmanned aerial vehicles constitute special flight-guidance techniques. Non-linear optimisation and optimal control are methodological foundations for planning trajectories in future flight-management systems. Compliance with position and attitude requirements set by flight guidance is the task of flight control, encompassing both traditional autopilots and modern control-theoretic design methods for future autonomous, unmanned aircraft. The Aerobotics seminar gives students the opportunity to design and implement their own autopilot module for an unmanned model aircraft and subsequently test it in reality. A distinctive feature of the specialization is the practical implementation of these methods on real hardware, e.g., applying trajectory planning and flight control to suitable model aircraft.

In the Nonlinear Mechanics specialization, students are introduced to a mathematically rigorous description of mechanics. The lectures convey new mathematical concepts that have been jointly developed in the fields of mechanics and mathematics. In this way, a solid theoretical foundation is established that is essential for both fundamental research in mechanics and application oriented research in fields such as robotics, vibration engineering, and structural mechanics. The specialization enables students to advance their expertise in mechanics at the highest level across three dimensions: theoretical understanding, numerical methods, and experimental work. Graduates will be well prepared for careers in cutting edge research and innovative engineering applications where advanced mechanical knowledge is paramount.

The specialization area Robotics (non-industrial) is the ideal choice for anyone whose vision of robotics is more than just orange robotic arms on factory floors. Spanning a wide range of modern robotic systems, from soft-material robots to mobile platforms and bio-inspired walking machines, the specialization offers a broad, forward-looking perspective on robotics.  Taught entirely in English, the lectures equip students with essential methodological foundations while offering deep insights into cutting-edge technologies and emerging applications. The curriculum is closely aligned with the current state of research and prepares students to shape the future of robotics.

Systems Biology is an interdisciplinary and rapidly evolving research field with applications in medicine, biotechnology, and synthetic biology. By combining experimental approaches with mathematical modeling and computational analysis, Systems Biology aims to achieve a comprehensive understanding of biological systems. Such insights provide the basis for a wide range of applications, including the development of personalized therapies and the optimization of biotechnological processes.

The specialization Systems Biology can be chosen as a minor specialization. It includes the compulsory 6 ECTS module Stochastic Modeling of Biological Systems, consisting of lectures and exercise sessions. The module introduces modeling approaches for intracellular processes such as signal transduction, gene regulation, and metabolic networks, with a particular focus on stochastic models. Students learn how to develop, implement, and analyze these models using mathematical and computational methods.

Alternatively, the module can be taken as a 12 ECTS version that includes an additional computer laboratory course. The specialization can also be complemented by elective modules from related fields, such as Biology by the Numbers or Metabolic Engineering.

Transport systems enabling efficient transport processes are a fundamental prerequisite for a modern society. The mobility requirements of individuals and the economy place high demands on transport infrastructure and on traffic control systems designed to manage traffic flow. Modern transport systems are intended to move people from one place to another quickly, reliably, energy-efficiently, safely and comfortably, whilst minimising the environmental impact caused by noise and pollutant emissions. The specialisation in Transport Systems covers models and methods for the design and operation of entire transport networks and specific transport facilities for road and rail transport.

Elective

The elective comprises 12 ECTS, which can be filled with a variety of modules, e.g:  

  • Specialization in the core area of cybernetics  
  • In-depth study in your specialization subject  
  • Broaden your knowledge in other areas 

The only condition is a connection to cybernetics.  

If you would like to choose an elective module that is not linked to C@MPUS, you can submit a request to the examination board.

Internships and Master's Thesis

1st Semester               Concepts of Automatic Control Lab (1.5 ECTS) 

2nd Semester              Concepts of Automatic Control Project (1.5 ECTS) 

3rd Semester               Industrial Internship (15 ECTS) 

4th Semester               Master's Thesis (30 ECTS) 

To address the necessary and important development of key competencies, the Concepts of Automatic Control Lab and the Concepts of Automatic Control Project have been integrated into the curriculum. In this course, students work in small groups to solve a practice-oriented task within a set timeframe. The focus is not only on applying the theoretical skills acquired but also on developing a structured approach, as well as planning and task distribution within a team. 

The practical relevance of the subject and the methods learned is further strengthened through the mandatory industrial internship. 

The program concludes with the Master's thesis. 

Contact for further questions

This image showsJonas Mair

Jonas Mair

M.Sc.

Course Director Engineering Cybernetics

This image showsAndrea Iannelli

Andrea Iannelli

Prof. Dr.

Academic Counseling Engineering Cybernetics

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