Aktuelle Jobs im Zusammenhang mit Aerospace Mechanical Engineer - Aachen, Nordrhein-Westfalen - Deutsches Zentrum für Luft- und Raumfahrt (DLR)
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Mechanical Engineer
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland FERCHAU GmbH VollzeitAbout FERCHAU GmbHFERCHAU GmbH is a leading provider of engineering and IT services, with a strong focus on innovation and technological advancement. We are committed to delivering high-quality solutions that meet the needs of our clients in the industrial sector.Job SummaryWe are seeking a highly motivated and skilled Mechanical Engineer to join our team....
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Mechanical Engineer
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland FERCHAU GmbH VollzeitAbout FERCHAU GmbHFERCHAU GmbH is a leading provider of engineering and IT services, with a strong focus on innovation and technological advancement. We are committed to delivering high-quality solutions that meet the needs of our clients in the industrial sector.Job SummaryWe are seeking a highly motivated and skilled Mechanical Engineer to join our team....
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Mechanical Engineer
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland FERCHAU GmbH VollzeitExciting Opportunity at FERCHAU GmbHWe are seeking a talented Mechanical Engineer to join our team at FERCHAU GmbH. As a Mechanical Engineer, you will be responsible for designing and planning, production planning, preparing work processes, testing, technical procurement, commissioning, and project management.Your Key ResponsibilitiesDevelop and implement...
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Mechanical Engineer
vor 3 Wochen
Aachen, Nordrhein-Westfalen, Deutschland FERCHAU GmbH VollzeitExciting Opportunity at FERCHAU GmbHWe are seeking a talented Mechanical Engineer to join our team at FERCHAU GmbH. As a Mechanical Engineer, you will be responsible for designing and planning, production planning, preparing work processes, testing, technical procurement, commissioning, and project management.Your Key ResponsibilitiesDevelop and implement...
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Mechanical Design Engineer and Project Manager
Vor 4 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitMechanical Design and Project Management OpportunityFokus Academics is seeking a highly skilled Mechanical Design Engineer and Project Manager to join our team. As a key member of our team, you will be responsible for designing and developing innovative mechanical solutions, leading projects from concept to completion, and collaborating with our clients to...
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Mechanical Design Engineer and Project Manager
Vor 4 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitMechanical Design and Project Management OpportunityFokus Academics is seeking a highly skilled Mechanical Design Engineer and Project Manager to join our team. As a key member of our team, you will be responsible for designing and developing innovative mechanical solutions, leading projects from concept to completion, and collaborating with our clients to...
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Mechanical Design Engineer and Project Manager
Vor 4 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitMechanical Design Engineer and Project ManagerWir suchen einen erfahrenen Mechanical Design Engineer und Projektmanager, der innovative Lösungen für unsere Kunden entwickeln kann.Als Teil unseres Teams werden Sie eigenständig innovative und spezifische Lösungen für unsere Kunden entwickeln, konzeptionieren, konstruieren und entwickeln mechanische...
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Mechanical Design Engineer and Project Manager
Vor 4 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitMechanical Design Engineer and Project ManagerWir suchen einen erfahrenen Mechanical Design Engineer und Projektmanager, der innovative Lösungen für unsere Kunden entwickeln kann.Als Teil unseres Teams werden Sie eigenständig innovative und spezifische Lösungen für unsere Kunden entwickeln, konzeptionieren, konstruieren und entwickeln mechanische...
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Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitMechanical Design Engineer and Project ManagerWir suchen einen erfahrenen Mechanical Design Engineer und Projektmanager, der innovative Lösungen für unsere Kunden entwickeln kann.Als Teil unseres Teams werden Sie eigenständig innovative und spezifische Lösungen für unsere Kunden entwickeln, konzeptionieren, konstruieren und entwickeln mechanische...
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Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitMechanical Design Engineer and Project ManagerWir suchen einen erfahrenen Mechanical Design Engineer und Projektmanager, der innovative Lösungen für unsere Kunden entwickeln kann.Als Teil unseres Teams werden Sie eigenständig innovative und spezifische Lösungen für unsere Kunden entwickeln, konzeptionieren, konstruieren und entwickeln mechanische...
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Mechanical Design Engineer und Projektmanager
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitÜberblickWir suchen einen Mechanical Design Engineer und Projektmanager, der sich auf die Entwicklung von innovativen Lösungen für unsere Kunden spezialisiert hat. Der Kandidat sollte ein abgeschlossenes Studium mit dem Schwerpunkt Mechanische Konstruktion oder Maschinenbau haben und über sehr gute Deutsch- und Englischkenntnisse...
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Mechanical Design Engineer und Projektmanager
vor 3 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fokus Academics VollzeitÜberblickWir suchen einen Mechanical Design Engineer und Projektmanager, der sich auf die Entwicklung von innovativen Lösungen für unsere Kunden spezialisiert hat. Der Kandidat sollte ein abgeschlossenes Studium mit dem Schwerpunkt Mechanische Konstruktion oder Maschinenbau haben und über sehr gute Deutsch- und Englischkenntnisse...
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Development Engineer for Drive Train Test Stands
vor 3 Wochen
Aachen, Nordrhein-Westfalen, Deutschland AVL VollzeitJob Title: Development Engineer for Drive Train Test StandsWe are seeking a skilled Development Engineer to join AVL, a leading mobility technology company in the automotive industry. As a Development Engineer for Drive Train Test Stands, you will be responsible for creating and evaluating mechanical and mechatronic concepts, conducting analyses and...
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Development Engineer for Drive Train Test Stands
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland AVL VollzeitJob Title: Development Engineer for Drive Train Test StandsWe are seeking a skilled Development Engineer to join AVL, a leading mobility technology company in the automotive industry. As a Development Engineer for Drive Train Test Stands, you will be responsible for creating and evaluating mechanical and mechatronic concepts, conducting analyses and...
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Service Technician
vor 3 Wochen
Aachen, Nordrhein-Westfalen, Deutschland iks Engineering GmbH VollzeitService Technician (m/w/d) - Mechanical Engineering ExpertWe are seeking a highly skilled Service Technician (m/w/d) to join our team at iks Engineering GmbH. As a mechanical engineering expert, you will be responsible for the installation, maintenance, and repair of complex mechanical systems.Key Responsibilities:Installation and testing of mechanical...
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Service Technician
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland iks Engineering GmbH VollzeitService Technician (m/w/d) - Mechanical Engineering ExpertWe are seeking a highly skilled Service Technician (m/w/d) to join our team at iks Engineering GmbH. As a mechanical engineering expert, you will be responsible for the installation, maintenance, and repair of complex mechanical systems.Key Responsibilities:Installation and testing of mechanical...
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Systems Engineer
Vor 3 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Johnson Electric VollzeitJoin Johnson Electric's Team as a Systems EngineerAbout the RoleWe are seeking a highly skilled Systems Engineer to join our team in Aachen, Germany. As a Systems Engineer, you will play a crucial role in the systems engineering department, supporting global project teams. Your responsibilities will include system design, system architecture, requirement...
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Systems Engineer
Vor 3 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Johnson Electric VollzeitJoin Johnson Electric's Team as a Systems EngineerAbout the RoleWe are seeking a highly skilled Systems Engineer to join our team in Aachen, Germany. As a Systems Engineer, you will play a crucial role in the systems engineering department, supporting global project teams. Your responsibilities will include system design, system architecture, requirement...
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Senior Systems Engineer
vor 1 Woche
Aachen, Nordrhein-Westfalen, Deutschland Johnson Electric VollzeitUnlock Your Potential as a Systems Engineer at Johnson ElectricAbout the Role:We are seeking a highly skilled Systems Engineer to join our team at Johnson Electric. As a key member of our systems engineering department, you will play a crucial role in supporting global project teams and contributing to the development of highly integrated mechatronic...
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Senior Systems Engineer
vor 1 Woche
Aachen, Nordrhein-Westfalen, Deutschland Johnson Electric VollzeitUnlock Your Potential as a Systems Engineer at Johnson ElectricAbout the Role:We are seeking a highly skilled Systems Engineer to join our team at Johnson Electric. As a key member of our systems engineering department, you will play a crucial role in supporting global project teams and contributing to the development of highly integrated mechatronic...
Aerospace Mechanical Engineer
vor 3 Monaten
Steigen Sie ein in die faszinierende Welt des Deutschen Zentrums für Luft- und Raumfahrt (DLR), um mit Forschung und Innovation die Zukunft mitzugestalten Mit dem Know-how und der Neugier unserer Mitarbeitenden aus 100 Nationen sowie unserer einzigartigen Infrastruktur, bieten wir ein spannendes und inspirierendes Arbeitsumfeld.
Gemeinsam entwickeln wir nachhaltige Technologien und tragen so zur Lösung globaler Herausforderungen bei. Möchten Sie diese große Zukunftsaufgabe mit uns zusammen angehen? Dann ist Ihr Platz bei uns For our Institute of Structures and Design in Aachen-Merzbrück (Würselen) we are looking for Master Students Aerospace, Mechanical Engineering, Computer Science, Mathematics or similar (f/m/x), Development of data augmentation techniques for timeseries data measured from mechanical testingDas erwartet Sie:
In the DLR Project "Kennwertdatenbank und optimierte Produktionstechnik für Kleinflugzeuge" (KoPf), we aim to accelerate material testing using machine learning models by identifying patterns and relationships from the material testing, which can lead to the development of a composite structure with a target structural performance.
This goal can be achieved through the reshaping of the testing pyramid (i.e. building block approach) to correlate the behaviour at larger scaled structures to a small number of fundamental material properties by analysing data on existing materials.The size and consistency of timeseries datasets are crucial to accurately analyse and predict the material behaviours with data-driven approach.
However, acquiring such data through physical experiments alone is often limited by constraints such as cost and time.To overcome such limitations, there is a growing interest in leveraging data augmentation techniques to generate synthetic timeseries data that complements existing experimental datasets.
The primary objective of this study is to investigate data augmentation techniques to generate synthetic timeseries data and evaluate their similarity to experimental data.
This study will examine the capabilities of different generative models (e.g., Generative Adversarial Networks (GANs)) to create synthetic data that accurately reflect real material and structure behaviours.
By assessing the effectiveness of various augmentation techniques, this study will provide a better understanding of how those models perform and can be validated.
The work includes the following tasks:systematic review to identify and analyse state-of-the-art data augmentation techniques in the timeseries domain.
explore various generative models, including techniques for adding noise and permutations and generating entirely new synthetic data.
assess generated data by comparing the similarity between synthetic and experimental timeseries data using appropriate metrics and performance measures.
optional:
Validation of the developed methods using experimental tests.
Das erwarten wir von Ihnen:
degree in aerospace engineering, mechanical engineering, computer science, mathematics, robotics or comparable degree programmes.
very good programming skills in the Python programming language.
experience in the field of machine learning and data analysis.
personal responsibility, structured way of working and commitment.
good command of English (written and oral) desirable.
Unser Angebot:
Das DLR steht für Vielfalt, Wertschätzung und Gleichstellung aller Menschen. Wir fördern eigenverantwortliches Arbeiten und die individuelle Weiterentwicklung unserer Mitarbeitenden im persönlichen und beruflichen Umfeld. Dafür stehen Ihnen unsere zahlreichen Fort- und Weiterbildungsmöglichkeiten zur Verfügung.
Chancengerechtigkeit ist uns ein besonderes Anliegen, wir möchten daher insbesondere den Anteil von Frauen in der Wissenschaft und Führung erhöhen.
Bewerbungen schwerbehinderter Menschen bevorzugen wir bei fachlicher Eignung.Weitere Angaben:
Eintrittsdatum:
Dauer:
zunächst befristet auf 6 Monate
Vergütung:
je nach Vereinbarung
Kennziffer: 93942
