Master Thesis: Predictive Maintenance for Power

vor 14 Stunden


Munich, Deutschland Infineon Technologies Vollzeit

In your new role you will:

- **Analyze and pre process data **from power systems and characterize long term behavior
- **Investigate AI/ML strategies **for predictive maintenance in power systems
- **Develop **a suite of **algorithms and models in Keras/TensorFlow**:

- **Study the performance, complexity, trade off and robustness **of proposed approaches
- **Document your analysis and results**

You are best equipped for this task if you:

- Possess **programming skills in Python, TensorFlow, Keras**:

- Show **knowledge of Machine Learning and Deep Learning Algorithms, Signal Processing and Data Science**:

- Can speak **English fluently**

In our headquarters in Neubiberg near Munich, more than 6000 employees are working in research & development, several central functions, IT and many more.

**Part of your life. Part of tomorrow.**

Infineon is a world leader in semiconductor solutions that make life easier, safer, and greener. Our solutions for efficient energy management, smart mobility, and secure, seamless communications link the real and the digital world.

**-Power & Sensor Systems (PSS) drives leading-edge power management, sensing, and data transfer capabilities -**
Infineon PSS semiconductors are enabling intelligent power management, smart sensitivity, and fast, reliable data processing in an increasingly digitalized world. Our state-of-the-art power and connectivity devices make chargers, servers, mainboards, power tools, and lighting systems smarter, smaller, lighter, and more energy-efficient. In addition, our trusted sensors give things an intuitive sensing capability to make them contextually aware, and our RF chips support fast and reliable data communications.
- _
- The term gender in the sense of the General Equal Treatment Act (GETA) or other national legislation refers to the biological assignment to a gender group. At Infineon we are proud to embrace (gender) diversity, including female, male and diverse._



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