Doctoral Position „the Selection of Solution

vor 2 Monaten

Ilmenau, Deutschland IMMS Institut für Mikroelektronik- und Mechatronik-Systeme gemeinnützige GmbH (IMMS GmbH) Vollzeit

Research group “Application of AI-based virtual sensors for effective precision enhancement of positioning systems - VirtuSen”
**Place of work**: Ilmenau
**Team**: System Design
**Career level**: Graduates, Experienced professionals
**Time scope**: Full-time work
**Start**: 01.01.2025
**Limitation**: 31.12.2027
**Application deadline**: 2024-10-31
**Reference number**: IMMS_0924_SD01
PROMOTIONAL ENVIRONMENT AND TOPIC
Within the research group “Application of AI-based virtual sensors for effective precision enhancement of positioning systems - VirtuSen”, we will collaborate on quantifying the effects of environmental disturbances on high-precision positioning and measurement systems in order to reduce their impact on the positioning performance. Typical examples of these environmental disturbances are variations in air temperature, pressure and humidity. It is of special importance to also know the spatial distribution of these parameters. The extensive determination of these is usually technically not realizable, since an unreasonable number of measurement points would be required. In practice, the common approach is to determine the disturbances only at few positions through a limited number of sensors.
AI methods can be used to map complex system behaviour based on a small number of input variables. This approach will be used in VirtuSen to enable the evaluation of the spatial distribution based on fewer input values from real sensors. The aim is to use additional AI-based virtual sensors for the disturbance variables to predict the behaviour of the overall system so that it can be specifically influenced.
The sub-project and doctoral thesis “The selection of solution options for the generalisation of AI models for the implementation of virtual sensors on new target systems” contains:

- Conducting studies to evaluate the identified solution options with regard to the initially required information about the new target system and the necessary structure of the datasets
- The transfer of the developed AI system to another existing high-precision positioning system to evaluate its generalisability
- The evaluation of the generalisability of the considered physics-informed AI approaches
- The scientific documentation and publication of the results, including participation in relevant conferences

**WHO WE ARE**:
**WHO WE LOOK FOR**:

- Generalisation of AI-based models for transfer to other problems
- Experience with physically-informed AI approaches, embedded systems, hardware-related programming (C/C++) and mechatronics is an advantage

Other qualities required for successful research in this field are:

- Engineering degree (diploma, master's degree) in the field of computer science, data science, electrical engineering or related fields with an excellent degree
- a systematic and structured approach to problems and challenges
- the ability to explain complex relationships and ideas clearly and effectively
- Communication skills, ability to work in a team and organisational skills
- Clear verbal and written style and strong English language skills

**WHAT WE CAN OFFER YOU**:

- An attractive workplace in a modern, very well-equipped and industry-oriented research institute
- A full-time position with full focus on the doctoral project
- Work directly at the interface between university and industry
- Work in a flexible and creative team and on innovative and challenging topics
- Salary based on the framework conditions of the public service of the federal states
- Professional qualification and attractive further training opportunities

WE ARE LOOKING FORWARD TO MEETING YOU
Dr.Ing. Tino Hutschenreuther can be reached at +49 (0) 3677 874 93 40 for first questions or an introductory meeting.
- a short personal cover letter explaining why the position is exciting,
- a CV with relevant experience with regard to the position
- Proof of your Master's degree (Master's certificate/certificate) and proof of academic achievements.

**Address**:
IMMS Institut für Mikroelektronik
- und Mechatronik-Systeme gemeinnützige GmbH (IMMS GmbH)
Ehrenbergstraße 27
98693 Ilmenau
Germany
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