Student with Master Thesis

vor 1 Woche

Hannover, Deutschland Wind Energy Systems Vollzeit

**Who we are...**
Our primary focuses at Fraunhofer IWES are on wind energy and hydrogen technologies. Our institute is home to more than 300 scientists and employees as well as over 100 students from over 30 countries pursuing careers in applied research and development at nine sites. We secure investments in technological developments through validation, shorten innovation cycles, accelerate certification procedures, and increase planning accuracy by means of innovative measurement methods.

**This team needs your support...**
You will be part of the group »Technical Reliability« at our site in Hannover. At present, our team consists of eight research associates and several students. The aim of our group is to make wind turbines more reliable. We mainly investigate causes of failures and approaches to detect or prevent faults at an early stage. We analyze failure and operating data and carry out extensive field measurements. Become an active member of the team; we are keen to hear your ideas As an international oriented IWES-team, we highly appreciate an open exchange. Respectful cooperation is also very important to us. You are wondering what you can bring to the team?

**What you will do**

**These duties await you...**
You will be responsible for developing data-based models for the early detection of faults in wind turbines. In particular, you will implement normal behavior models that utilize the physical relationships in operating data. Your role will involve using physical modeling as a foundation, supported by physics-informed machine learning for model optimization. Additionally, you will classify data based on service and maintenance data. You will perform all analyses with Python, incorporating modules such as Pandas, Numpy, Scikit-Learn, Tensorflow, and PyTorch. Your work will be based on high-resolution operating data from wind turbines stored in a PostgreSQL database.

**What you bring to the table**

**What is your background?**

**What you can expect**

**What we can offer you...**
We offer various opportunities to join us as a student. Whether it is an internship, where you gain a comprehensive insight into the areas of work, or the role of a student assistant, which is easy to combine with your studies. Are you looking for an exciting topic for your thesis and do you want to delve deeply into a topic scientifically? Together, we will find the right path for you We know that studying can also be very demanding and requires a certain level of flexibility. That is no problem here, as - in agreement with your colleagues - you can decide flexibly what days and hours to work. Depending on the job, temporarily you can even work remotely as a student assistant.

**Eager to learn more?**

The position is initially limited to 6 months. The working time consists of 60 hours per month. Remuneration according to the general works agreement for employing assistant staff.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.**If you have any further questions, please contact**:
People & Development
Phone: +49 471 14 290-230

Fraunhofer Institute for Wind Energy Systems

Requisition Number: 73777 Application Deadline:

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