Master Thesis (d/f/m): Virtual Sensor & State Estimation Development for Fuel Cell Systems (ZEROe)

Airbus; Hamburg; Vor Ort; EUR 13.000 - 20.000; Teilzeit

Benefits dieser Stelle

35-hour week

International environment

Modern/diversified technologies

Team meetings with interfaces

Generation Airbus network

Zusammenfassung

Airbus Operations GmbH in Hamburg is offering a final-year Master’s thesis position on Virtual Sensor & State Estimation for fuel cell systems. The role involves literature review, model development, and implementation of state estimation algorithms for hardware-relevant components.

You will work in an international team, using MATLAB/Simulink or Python, and present results to the ZEROe team. Start 01.11.2026 for six months at the Hamburg site.

Qualifikationen

• Enrolled full-time Master's student in Electrical Engineering, Aerospace Engineering, or related field.
• Strong background in control theory, system identification, estimation, and data analysis.
• Proficiency in MATLAB/Simulink and/or Python.

Aufgaben

• Conduct literature review on virtual sensing, state estimation, and model-based diagnostics for fuel cell systems.
• Develop and implement models for fuel cell components relevant to virtual sensing.
• Design and evaluate virtual sensor algorithms to infer unmeasured states and parameters.
• Implement and validate state estimation techniques (Kalman filters, EKF, particle filters) for fuel cell systems.
• Utilize MATLAB/Simulink and Python for model development, testing, and data analysis.
• Document findings and present progress to Airbus ZEROe team.

Kenntnisse

MATLAB/Simulink

Python

Control theory

System identification

Data analysis

English report writing

Ausbildung

Master's student in Electrical Engineering

Tools

MATLAB/Simulink

Python

Jobbeschreibung

Job Description:

In order to support our ZEROe team, Airbus Operations is looking for a Masterand student (d/f/m), title of thesis: Virtual Sensor & State Estimation Development for Fuel Cell Systems

• Location: Hamburg
• Start: 01.11.2026
• Duration: 6 months

Your location

You will be working at the largest production site for civil aircraft situated in Hamburg. Its location on the southern banks of the river Elbe includes the option to commute by ferry. Experience the special flair of Hamburg in your spare time where vibrant cosmopolitan culture meets nautic legacy.

Your benefits

• Work-life balance with a 35-hour week (flexitime).
• International environment with the opportunity to network globally.
• Work with modern/diversified technologies.
• At Airbus, we see you as a valuable team member and you are not hired to brew coffee, instead you are in close contact with the interfaces and are part of our weekly team meetings.
• Opportunity to participate in the Generation Airbus Community to expand your own network.

Your tasks and responsibilities

• Conduct a comprehensive literature review on virtual sensing, state estimation, and model-based diagnostics for fuel cell systems.
• Develop and implement models for fuel cell system components relevant to virtual sensing (e.g., degradation, performance).
• Design and evaluate virtual sensor algorithms to infer unmeasured system states and parameters.
• Implement and validate state estimation techniques (e.g., Kalman filters, Extended Kalman Filters, particle filters) for fuel cell systems.
• Utilize simulation environments (e.g., MATLAB/Simulink, Python) for model development, algorithm testing, and data analysis.
• Analyze the performance and robustness of developed virtual sensors and state estimators under various operating conditions and fault scenarios.
• Document research findings, methodology, and results in a comprehensive Master's thesis.
• Present progress and results to the Airbus ZEROe team regularly.

Desired skills and qualifications

• Enrolled full-time Master's student in the area of Electrical Engineering, Aerospace Engineering, Control Systems Engineering, or a related field.
• Strong academic background in control theory, system identification, estimation theory, and data analysis.
• Proficiency in programming languages such as MATLAB/Simulink and/or Python.
• Familiarity with fuel cell technologies and their operation principles is a plus.
• Experience with model-based development and simulation tools is desirable.
• Ability to work independently, demonstrate initiative, and solve complex problems.
• Excellent written and verbal communication skills in English, German is a plus.
• Strong analytical and critical thinking abilities.

Not a 100% match? No worries! Airbus supports your personal growth.

This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company’s success, reputation and sustainable growth.

Company

Airbus Operations GmbH

Employment Type

Final-year Thesis

Experience Level

Student

By submitting your CV or application you are consenting to Airbus using and storing information about you for monitoring purposes relating to your application or future employment. This information will only be used by Airbus.

Airbus is committed to achieving workforce diversity and creating an inclusive working environment. We welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation or religious belief.

Airbus is, and always has been, committed to equal opportunities for all. As such, we will never ask for any type of monetary exchange in the frame of a recruitment process. Any impersonation of Airbus to do so should be reported to [e-mail] .

At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.