Final thesis on the topic "Creation of a machine learning-based replacement model for predicting ideal tool positions in an industrial furnace"
- Diehl Group
- Laupheim, Germany
- 31/03/2025
Full time
Machine Learning
Artificial Intelligence
Software Engineering
Data Warehouse
Job Description
These are your tasks:
- You will familiarize yourself with the theory of CFD software and machine learning methods and conduct thermal flow simulations of tools in an industrial furnace to generate data points.
- You will also be responsible for carrying out the data point evaluation and data preparation of the CFD results.
- You will conduct a study to find suitable machine learning models for generating replacement models for the furnace simulation and will participate in training and evaluating the selected models.
- Your tasks will also include optimizing the tool positions in the furnace based on the replacement model.
This is what you bring with you:
- You are studying aerospace engineering, mechanical engineering, energy engineering or a similar subject.
- You have basic knowledge of fluid mechanics and have already gained initial practical experience with common flow simulation software such as Ansys Fluent.
- Ideally, you have basic programming knowledge in Python.
- You are passionate about numerical simulation and AI and have a great interest in machine learning.
- Your high level of initiative and enjoyment of interdisciplinary work round off your profile.
- Location: Laupheim
- Entry level:
- thesis
- Working hours: Full-time
- Employment relationship: 7 months
- Subgroup: Diehl Aviation
- Start: from 01.10.2025
Applications from employees with severe disabilities (m/f/d) will be given priority if they are equally qualified. If you wish, please indicate your disability status in your application โ on a voluntary basis.
These are your possible benefits:
- Professional & personal development
- Family business
- canteen
- Food allowance
- Employee discounts
Do whatโs important to you at Diehl.
Diehl Aviation Laupheim GmbH
Daniela Aumann
daniela.aumann@diehl.com
Daniela Aumann
daniela.aumann@diehl.com
About Diehl Group
Diehl is a family-operated business organized in a global group structure. The company draws its energy and values from more than 110 years of tradition, with more than 17,000 people standing by one another every day. ๐๐ถ๐ฒ๐ต๐น ๐ ๐ฒ๐๐ฎ๐น๐น Diehl Metall offers individual product and technology solutions in the area of metal processing. Within a global network we work together with our customers to develop individual concepts. In so doing, we draw on technically optimized production processes. ๐๐ถ๐ฒ๐ต๐น ๐๐ผ๐ป๐๐ฟ๐ผ๐น๐ Diehl Controls is an internationally leading developer and supplier of resource-saving home appliances and connectivity solutions – bringing energy efficiency and sustainability into homes. Diehl Controls looks back on more than 50 years of experience in the development of electromechanical and electronic products. ๐๐ถ๐ฒ๐ต๐น ๐๐ฒ๐ณ๐ฒ๐ป๐ฐ๐ฒ Diehl Defence has been a competent partner of national and international armed forces for more than 60 years. The Corporate Division ensures armed forces’ optimal protection and equipment, based on continuous research, development and cutting-edge products and services. ๐๐ถ๐ฒ๐ต๐น ๐๐๐ถ๐ฎ๐๐ถ๐ผ๐ป Diehl Aviation is among the leading partners of the major international aircraft manufacturers who rely on us in the areas of avionics and cabin integration as well as water and air management. Diehl Aviation makes it possible to combine cutting-edge technology, tailor-made design and the maximum of service and security. ๐๐ถ๐ฒ๐ต๐น ๐ ๐ฒ๐๐ฒ๐ฟ๐ถ๐ป๐ด As a full-service provider, Diehl Metering supplies the entire process chain from meters to billing. Using highly accurate meters and intelligent system solutions, we enable the economic and eco-friendly use of water, thermal energy, gas and electricity. ๐๐บ๐ฝ๐ฟ๐ถ๐ป๐: https://www.diehl.com/group/en/imprint-and-legal-notice/ ๐๐ฎ๐๐ฎ ๐ฃ๐ฟ๐ผ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป ๐๐ฒ๐ฐ๐น๐ฎ๐ฟ๐ฎ๐๐ถ๐ผ๐ป: https://www.diehl.com/career/en/data-protection/