Master Thesis Application of Physics-Informed Machine Learning for Grid-Tied Inverter Control

Job Description

Tasks

  • As a part of your Master thesis, you will develop a physics-informed current controller for grid-tied inverter control.
  • You will evaluate the linear regulator and the predictive controller as reference points, as well as establish their boundaries.
  • In addition, you will research current AI-based implementations in the literature.
  • Furthermore, you will be responsible for developing a concept to improve the implementation of AI-based black boxes and mitigate their drawbacks in grid-tied inverter applications.
  • Last but not least, you will select an AI-based concept, which may include machine learning, recurrent neural networks or reinforcement learning. If necessary, you will model the system alongside the implemented controller.

profile

  • Education: Master studies in the field of Engineering, Mathematics, Information Technology or comparable
  • Experience and Knowledge: in the application of AI methods, system modeling and control engineering; advantageous in power electronics
  • Personality and Working Practice: you are a team player with good communication skills who is able to work independently, proactively and meticulously
  • Work Routine: office and laboratory work required, partially mobile working possible
  • Languages: good in English

Things to know about the job

Start: according to prior agreement
Duration: 6 months

Requirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.

Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.

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Application information

As long as this position is advertised in our job portal, we are looking for suitable candidates.

For data protection reasons, applications are only accepted via our application portal. We regret that we cannot consider applications submitted by email or post.

ControlEngineeringData SciencePower Electronicsmodeling

What we offer: Benefits at Bosch

Financial benefits

Targeted talent development

Work-life balance

Health and well-being

mobility

Further benefits

Financial benefits

“I don’t pay good wages because I have a lot of money, but I have a lot of money because I pay good wages.” – Robert Bosch, 1931. At Bosch, we live by this principle to this day: In addition to attractive salaries, we offer numerous financial benefits, such as bonuses for our collective contribution to the company’s success, individual performance-based compensation, and private and company pension plans. Our employees also enjoy a range of perks: Besides access to discount portals for numerous online shops and services, they naturally also benefit from special offers on Bosch products.

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Financial benefits

“I don’t pay good wages because I have a lot of money, but I have a lot of money because I pay good wages.” – Robert Bosch, 1931. At Bosch, we live by this principle to this day: In addition to attractive salaries, we offer numerous financial benefits, such as bonuses for our collective contribution to the company’s success, individual performance-based compensation, and private and company pension plans. Our employees also enjoy a range of perks: Besides access to discount portals for numerous online shops and services, they naturally also benefit from special offers on Bosch products.

Targeted talent development

Creating new things, developing further and growing – that's Bosch. Development plays a central role for us. It's one of the reasons why we've been shaping markets and technologies for more than 130 years. That's why we offer our employees a wide range of development opportunities: from first-class training programs to diverse career paths.

Experiences of our employees

Work-life balance

Whether it's new career goals, personal development, or more time for family, friendships, and hobbies – priorities can differ from person to person and change throughout life. That's why we offer flexible work arrangements, including job sharing, flexible shift systems, part-time options, and sabbaticals. These allow you to tailor your working hours and location to your own needs while also aligning them with the requirements of the team and the specific tasks at hand.

Experiences of our employees

Health and well-being

The well-being of our employees is important to us. Therefore, we offer a variety of health-promoting initiatives and programs: We provide numerous preventative care options focused on physical and mental health. In addition, there are many self-organized clubs and groups where employees can pursue hobbies and passions – together with colleagues. Community strengthens: We have many networks covering a wide range of topics, from family to diversity. These networks provide opportunities for our employees to get involved with and support each other.

Experiences of our employees

mobility

We ensure our employees arrive at work relaxed. This can mean making the daily commute easier with a Bosch shuttle or company bike. Those who wish to work abroad for a short period can count on our support – we are happy to explore the possibilities. For longer stays abroad, we also provide our employees and their families with comprehensive support before and during their time abroad: from onboarding and mentoring to language courses and a well-planned return.

Further benefits

All the advantages at a glance: An insight into all the other benefits and the stories behind them, showing how they enrich everyday work life.

Our benefits

Welcome to Renningen

Our research campus in Renningen forms the international hub for our research and advanced development, cross-domain computing solutions, and Bosch Center for Artificial Intelligence divisions. Employees from all over the world are working to find answers to the questions of tomorrow. To allow our researchers' ideas to flourish, the campus is a network of short paths between communication and inspiration, where creativity knows no bounds. Do you also want to shape the future? We look forward to your curiosity and innovative spirit.

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Welcome to Bosch

At Bosch, we shape the future with high-quality technologies and services that inspire and improve people's lives. Our promise to our employees is unwavering: We grow together, enjoy our work, and inspire one another. Welcome to Bosch.

Robert Bosch GmbH looks forward to receiving your application!