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Abschlussarbeit - Innovationen in Funktion und Applikation mittels KI im Bereich TME


Diese Herausforderung Erwartet Dich
Thermal management in modern vehicles is becoming increasingly complex. Due to the large number of drive variants - from combustion engines to hybrids and electric drives - individual settings are required. In our team, we maintain an overview and are constantly looking for innovative development tools. This is where your thesis comes in. You will further develop a tool for the automated creation of various characteristic curves and maps based on extensive data. Artificial intelligence (AI) and machine learning (ML) are the key technologies for processing these data volumes.

• You familiarize yourself with the existing documentation and research the current state of the art.
• You review the existing AI model for the implementation of an automated application.
• You develop further proposals for implementation using additional AI models.
• You review and adapt the existing cost function for evaluating the reward.
• You optimize the model based on the designed cost function.
• You further develop the tool so that a data set can be exported at the end.
  
• Advanced ongoing studies in the fields of computer science, mechanical engineering, electrical engineering or a comparable course of study
• Experience in model-based modeling with Matlab/Simulink
• Good knowledge of AI methods and programming
• Independent and creative work
• Good knowledge of German (at least B1 level) and very good knowledge of English (at least C1 level)
  
• High level of teamwork
• Knowledge of MatLab Simulink and Deep Learning Toolbox
• Knowledge of the use of Python AI libraries, e.g. Kereas, Scikit-learn or PyTorch
• Knowledge of the structure of a vehicle thermal management system
  
Job-ID: T-TD Powertrain Systems -22630
Abschlussarbeit - Innovationen in Funktion und Applikation mittels KI im Bereich TME
______
Studierende — Abschlussarbeit
Ingolstadt
Diese Herausforderung Erwartet Dich
Thermal management in modern vehicles is becoming increasingly complex. Due to the large number of drive variants - from combustion engines to hybrids and electric drives - individual settings are required. In our team, we maintain an overview and are constantly looking for innovative development tools. This is where your thesis comes in. You will further develop a tool for the automated creation of various characteristic curves and maps based on extensive data. Artificial intelligence (AI) and machine learning (ML) are the key technologies for processing these data volumes.
Deine Aufgaben

• You familiarize yourself with the existing documentation and research the current state of the art.
• You review the existing AI model for the implementation of an automated application.
• You develop further proposals for implementation using additional AI models.
• You review and adapt the existing cost function for evaluating the reward.
• You optimize the model based on the designed cost function.
• You further develop the tool so that a data set can be exported at the end.
  
Notwendige Kenntnisse

• Advanced ongoing studies in the fields of computer science, mechanical engineering, electrical engineering or a comparable course of study
• Experience in model-based modeling with Matlab/Simulink
• Good knowledge of AI methods and programming
• Independent and creative work
• Good knowledge of German (at least B1 level) and very good knowledge of English (at least C1 level)
  
Gewünschte Kenntnisse

• High level of teamwork
• Knowledge of MatLab Simulink and Deep Learning Toolbox
• Knowledge of the use of Python AI libraries, e.g. Kereas, Scikit-learn or PyTorch
• Knowledge of the structure of a vehicle thermal management system
  
Remuneration is based on our collective wage and salary agreement. The internship/thesis will be remunerated with a monthly salary of 979,- EUR
Das Spricht Für Uns
Consulting4Drive ist das Beratungsunternehmen der IAV-Gruppe. Wir bieten dir die direkte Teilnahme an Projekten und der Forschung zu den Automotive Top-Themen unserer Zeit und die Möglichkeit deinen Fußabdruck für die Zukunft zu hinterlassen. Dabei profitierst du von unseren flachen Hierarchien und deiner persönlichen Entwicklung durch die enge Zusammenarbeit mit erfahrenen Berater:innen und Entwickler:innen, die täglich an der Zukunft des Automobils arbeiten. Zudem bieten wir dir eine enge Einbindung in die interne Unternehmens-Portfolioentwicklung, ein hohes Wachstumspotential und damit die Möglichkeit als Berater:in ein Teil der Erfolgsstory zu werden. Mehr über deine außergewöhnlichen Karriereperspektiven bei uns erfährst du unter sind Vielfalt und Chancengleichheit wichtig. Für uns zählt der Mensch mit seiner Persönlichkeit und seinen Stärken.

Seniority level

• Seniority level

  Internship

Employment type

• Employment type

  Full-time

Job function

• Job function

  Research, Analyst, and Information Technology

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