Master Thesis: »An Industry 4.0-oriented approach to automated simulation-based process optimization
vor 2 Wochen
The »« department develops technologies and application-oriented solutions for cutting along the entire process chain - from process design and pre-process simulation to real-time data acquisition during production, consulting, and prototype manufacturing. The employees conduct research in many innovative topics, such as artificial intelligence, data-based quality prediction or even ecological life cycle assessment. Optimizing manufacturing processes for turbomachines especially aeroengine components are major focus area of the department. Previous research has shown that process planning has a high potential for automated optimization. Building upon this, you will advance our optimization pipeline and evaluate different optimization algorithms/strategies. Was Du bei uns tust Create an interface between CAM and process simulation platforms to accelerate process optimization Exploring different strategies for toolpath optimization Data processing, analysis and visualization Preparation and documentation of results Was Du mitbringst You are studying mechanical engineering, industrial engineering, computer science or a comparable subject You have good knowledge of Python You have basic knowledge of the theory of machining Experience in CAD/CAM software like Rhino or Siemens NX is a big plus Good language skills in German and/or English Was Du erwarten kannst Professional supervision and collaboration in a dedicated team You become part of the team from the very beginning, can contribute your ideas and take on tasks on your own responsibility A state-of-the-art machine park equipped with edge cloud systems and 5G infrastructure Flexible working to combine study and job in the best possible way Wir wertschätzen und fördern die Vielfalt der Kompetenzen unserer Mitarbeitenden und begrüßen daher alle Bewerbungen – unabhängig von Alter, Geschlecht, Nationalität, ethnischer und sozialer Herkunft, Religion, Weltanschauung, Behinderung sowie sexueller Orientierung und Identität. Schwerbehinderte Menschen werden bei gleicher Eignung bevorzugt eingestellt. Die wöchentliche Arbeitszeit beträgt 39 Stunden. Die Stelle kann auch in Teilzeit besetzt werden. Mit ihrer Fokussierung auf zukunftsrelevante Schlüsseltechnologien sowie auf die Verwertung der Ergebnisse in Wirtschaft und Industrie spielt die Fraunhofer-Gesellschaft eine zentrale Rolle im Innovationsprozess. Als Wegweiser und Impulsgeber für innovative Entwicklungen und wissenschaftliche Exzellenz wirkt sie mit an der Gestaltung unserer Gesellschaft und unserer Zukunft. Haben wir Dein Interesse geweckt?
-
Aachen, Deutschland Fraunhofer VollzeitThe »« department develops technologies and application-oriented solutions for cutting along the entire process chain - from process design and pre-process simulation to real-time data acquisition during production, consulting, and prototype manufacturing. The employees conduct research in many innovative topics, such as artificial intelligence, data-based...
-
Bachelor-/ Master Thesis: »bayesian Optimization
vor 1 Woche
Aachen, Deutschland Production Technology VollzeitAt the Fraunhofer IPT in Aachen, we work with more than 530 employees every day to make the production of the future more digital, more flexible, and more sustainable. In the department “Production Quality”, we focus on data-driven optimization of production processes with the help of machine learning and artificial intelligence. Laser processes enable...
-
Aachen, Deutschland Fraunhofer VollzeitAt the Fraunhofer IPT in Aachen, more than 530 employees are working every day to make the production of the future more digital, more flexible, and more sustainable. In the »Laser Systems and Heating Technologies« group, we develop innovative laser systems for the modern production of the future. Our unique machinery at the Fraunhofer IPT covers...
-
Campus-Boulevard , Aachen, Germany FIR e. V. an der RWTH Aachen Vollzeit 40.000 € - 80.000 € pro JahrCompany Description The Service Management department optimizes processes in the operation, maintenance and repair of technical systems. We use modern technologies and innovative concepts to create sustainable added value. AI and ML are playing an increasingly important role in enabling predictive and condition-based maintenance. Your thesis will make an...
-
Aachen, Deutschland Fraunhofer VollzeitThe Chair of Optical Systems Technology (TOS) at RWTH Aachen University is collaborating with the Fraunhofer Institute for Laser Technology ILT on pioneering projects in the field of additive manufacturing and laser material processing. We are currently developing machine learning-based approaches to make the laser powder bed fusion (LPBF) process more...
-
Master Thesis: »Machine Learning
vor 2 Wochen
Aachen, Deutschland Fraunhofer VollzeitThe »« department develops technologies and application-oriented solutions for machining along the entire process chain - from process design and process simulation to real-time data acquisition during production, consulting, and prototype manufacturing. Graph neural networks provide an opportunity to operate on Mesh structured data utilized in Finite...
-
Aachen, Deutschland Elevear GmbH VollzeitWe invite ambitious students to complete their industrial internship, Master’s or Bachelor’s thesis with us, focusing on advanced audio processing, embedded systems, and machine learning. This full-time position offers the chance to delve deeply into innovative projects while receiving expert guidance and support from our technology development team....
-
Campus-Boulevard , Aachen, Germany FIR e. V. an der RWTH Aachen Vollzeit 40.000 € - 60.000 € pro JahrCompany Description The Service Management department optimizes processes in the operation, maintenance and repair of technical systems. We use modern technologies and innovative concepts to create sustainable added value. MLOps play a decisive role in efficiently implementing data-driven approaches in the context of AI and ML.Thesis objective: The aim of...
-
Aachen, Deutschland Fraunhofer VollzeitThe Chair of Laser Technology LLT at RWTH Aachen University, together with the cooperating Fraunhofer Institute for Laser Technology ILT, is Europe's leading center for basic and contract research in the field of laser technology. The Laser Metal Deposition department at Fraunhofer ILT works on application-oriented research projects with partners from...
-
(New) Master Thesis in Consulting
Vor 6 Tagen
Aachen, Deutschland FEV Consulting GmbH VollzeitTo improve traffic safety, traffic flow and increase convenience for drivers, various cities and road authorities worldwide have deployed vehicle-to-infrastructure projects, often using a direct peer-to-peer communication approach. In parallel, passenger cars and commercial vehicles have become more and more connected over the last decade, offering various...
