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Master Thesis Machine Learning for retired Lithium-Ion Cell Sorting (all genders)

Fraunhofer-GesellschaftDarmstadt

Our team at Fraunhofer LBF conducts research into solutions for the design of sustainable materials, structures, and systems, as well as circular economy strategies that meet the highest standards ... Mehr anzeigen

Senior Software Engineer Data & Cloud / Senior Data Engineer (m/w/d)

ADEAL Systems GmbHNeu-Isenburg, Hessen, Germany
Quick Apply

ADEAL Systems ist ein spezialisiertes IT-Beratungsunternehmen mit Sitz in Neu-Isenburg.Wir entwickeln individuelle Software-, Daten- und Analytics-Lösungen für anspruchsvolle Kundenprojekte.Zur gez... Mehr anzeigen

Mitarbeiter Central Data Management (CDM)

SMC Deutschland GmbHEgelsbach, de

Eine attraktive und leistungsgerechte Vergütung, selbstverständlich mit 13.Ein sympathisches Team mit Leidenschaft und viel Gestaltungsraum.Einen modernen, bestens angebundenen Arbeitsplatz im Herz... Mehr anzeigen

 • Gesponsert

Senior Consultant Financial Services (all genders)

adesso business consulting AGHahnstraße 55, Frankfurt, Deutschland

IT-Strategien im Bereich Financial Services:.Du konzipierst und realisierst Strategien, die IT-Landschaften in der Finanzbranche transformieren.Auf Basis von S/4HANA und SAP FSDM/FSDP baust du zuku... Mehr anzeigen

Data Centre Installer (m/f/x)

ArvatoMörfelden-Walldorf, Hessen, DE

ATC Computer Transport & Logistics GmbH.Hessenring 15L in 64546 Mörfelden-Walldorf.ATC is a global logistics, white-glove, and technical services specialist for data centres.For over 45 years, we'v... Mehr anzeigen

Lead Data Architect (m/w/d/x)

Deutsche Telekom AGDarmstadt, de

Die Telekom IT ist integraler Bestandteil der Deutschen Telekom.IT-Spezialisten in sieben Ländern vereinfachen, digitalisieren und beschleunigen wir die Prozesse in unserem Großkonzern.In einer Zei... Mehr anzeigen

Backend Engineer - Go / Golang (w/m/d)

Denic eGDarmstadt, Germany

Erfahrung in der Entwicklung von Backend-Services, APIs oder Datenpipelines.Erfahrung im Umgang mit SQL, Datenmodellierung und performanten Abfragen.Sicherer Umgang mit Git im Team-Kontext.Du entwi... Mehr anzeigen

 • Gesponsert

Quality Assurance Rater - English/German (Germany)

TELUS InternationalFrankfurt am Main, Hesse

Join our elite team of Senior Raters as a critical contributor to high-quality validation data that directly influences product development and quality assurance for leading search engines and AI t... Mehr anzeigen

 • Gesponsert

(Senior) AI Project Manager (w/m//d)

Apleona GmbHNeu-Isenburg, Deutschland

Verstärken Sie unser Team und gestalten Sie gemeinsam mit uns Ihre Zukunft!.Senior) AI Project Manager (w/m//d).Führende Rolle mit Ergebnis- und Budgetverantwortung.Gestalte die KI-Strategie unsere... Mehr anzeigen

Data Engineer (m/w/d)

Controlware GmbHDietzenbach, DE

EUR Umsatz und 1000 Mitarbeitern sind wir nicht nur einer der führenden unabhängigen IT-Dienstleister und Managed Service Provider in der DACH Region.Wir sind auch innovativ, fair und nachhaltig.Wi... Mehr anzeigen

Data Centre Installer (m/f/x)

Apply now!Mörfelden-Walldorf, Germany

ATC Computer Transport & Logistics GmbH.Hessenring 15L in 64546 Mörfelden-Walldorf.ATC is a global logistics, white-glove, and technical services specialist for data centres.For over 45 years, we'v... Mehr anzeigen

Data Warehouse Engineer (m/w/d) Business Intelligence

DACHSER SENeu-Isenburg, DE

Finanzen / Controlling / Steuern.Logistics is People Business“ – dieser Leitsatz macht deutlich, dass die Mitarbeitenden für DACHSER der Schlüsselfaktor für den Unternehmenserfolg sind.Gemeinsam ve... Mehr anzeigen

Product Owner Salesforce CRM / IT-Projektmanager (m/w/d) Dietzenbach DVS Technology AG

DVS Technology AGDietzenbach, Germany

Strategische und operative Weiterentwicklung unserer Salesforce-Plattform.Erstellung und Steuerung der Salesforce-Produkt-Roadmap sowie Pflege des Product Backlogs.Aufnahme, Analyse und Priorisieru... Mehr anzeigen

Data Systems Engineer

LeonardoESOC, Darmstadt, DE

We are supporting the European Space Agency (ESA) with Data Systems management services at the European Space Operations Centre (ESOC) in Darmstadt.Within the area of Earth Observation Data Systems... Mehr anzeigen

Senior Cloud Engineer DevOps (Azure) (m/w/d)

GRAYOAKDarmstadt, Germany

Abgeschlossenes Studium der (Wirtschafts-)Informatik oder vergleichbare Qualifikation.Mindestens 3-4 Jahre Berufserfahrung im Bereich Cloud Development, DevOps oder Platform Engineering.Fundierte E... Mehr anzeigen

 • Gesponsert

Analyst / Nebenkostenabrechner (w/m/d)

Apleona Real Estate GmbHNeu-Isenburg, Deutschland

Verstärken Sie unser Team und gestalten Sie gemeinsam mit uns Ihre Zukunft!.Analyst / Nebenkostenabrechner (w/m/d).Darauf können Sie sich freuen:.Eine zukunftssichere und anspruchsvolle Tätigkeit i... Mehr anzeigen

Steuerfachangestellte (m/w/d)

DBB DATA Steuerberatung GmbHGroß-Gerau, Hessen, Deutschland
Quick Apply

Zeit absitzen und Geld verdienen ?.Arbeit die Sinn hat und Spaß macht ?.Arbeit als bereichernden Teil deines Lebens verstehen ?.Dann sollten wir uns kennenlernen!.Bearbeitung und Erstellung von Fin... Mehr anzeigen

Spacecraft Operations Engineer

VisionSpace GroupDarmstadt, Hessen, Germany
Quick Apply

The company develops activities across a variety of domains ranging from operations, ground data systems, astrodynamics, ground stations and end-to-end engineering.We are looking for a Spacecraft O... Mehr anzeigen

Cloud Data Architect (all genders)

adesso SEHahnstraße 55, Frankfurt, Germany

Du entwickelst effiziente und skalierbare Cloud-basierte Plattformen für datengetriebene Lösungen.Du arbeitest im engen Kundenkontakt und übernimmst die Koordination von Cloud-Engineering-Teams.Du ... Mehr anzeigen

Scientific Data Architect - Germany Expression of interest

TetraScienceDarmstadt, HE, DE
Quick Apply

We are actively building our talent pipeline for upcoming growth across the Scientific Data Architect team.Please note: This is an Expression of Interest advert, and there is no active vacancy at t... Mehr anzeigen

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Master Thesis Machine Learning for retired Lithium-Ion Cell Sorting (all genders)

Master Thesis Machine Learning for retired Lithium-Ion Cell Sorting (all genders)

Fraunhofer-GesellschaftDarmstadt
Vor 30+ Tagen
Stellenbeschreibung

Our team at Fraunhofer LBF conducts research into solutions for the design of sustainable materials, structures, and systems, as well as circular economy strategies that meet the highest standards of reliability, efficiency, and resilience. Would you like to be part of this inspiring team? We look forward to receiving your application!

Master Thesis Machine Learning for retired Lithium-Ion Cell Sorting (all genders)
Darmstadt

As electric mobility continues to expand globally, sustainable recycling and second-life utilization of traction batteries are becoming increasingly critical. At Fraunhofer LBF, we are developing an automated disassembly system for electric vehicle batteries. A key component of this process is the rapid and reliable evaluation of individual cell health.

The master thesis focuses on the development of a machine learning model for the automatic sorting of used lithium-ion cells based on custom electrochemical impedance spectroscopy (EIS) data. The objective is to build a model that processes EIS measurements and assigns cells to the appropriate sorting category. The sorted cells are subsequently grouped according to their intended secondary use.

A dataset for training and testing the model will be provided. In addition, the thesis should investigate how different types of EIS data influence sorting accuracy and model performance.

Be part of change

  • Literature review on machine learning methods for battery cell classification and EIS-based analysis
  • Familiarization with the provided EIS dataset
  • Development and training of a machine learning model for cell sorting
  • Evaluation of model performance on test data
  • Investigation of the influence of different EIS data types on sorting accuracy
  • Documentation of the results

What you contribute

  • Electrical Engineering / Mechatronics / Computer Science or related fields
  • Strong interest in machine learning
  • Basic knowledge of Python and common machine learning libraries
  • Basic knowledge of electrochemistry and battery technology or willingness to learn

What we offer

  • Flexible working conditions with up to 99% remote work
  • Please note: this is an unpaid thesis position
  • An individually tailored task with plenty of creative freedom
  • A highly topical and practically relevant research topic with direct relevance to the circular economy
  • The opportunity to actively participate in an innovative and interdisciplinary project
  • Insight into current developments in battery cell disassembly and diagnostics

We value and promote the diversity of our employees' skills and therefore welcome all applications – regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability. Our tasks are diverse and adaptable – for applicants with disabilities, we work together to find solutions that best promote their abilities.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Ready for a change? Then apply now and make a difference! Once we have received your online application, you will receive an automatic confirmation of receipt. We will then get back to you as soon as possible and let you know what happens next.

Do you have questions about the position? Our colleague Savan Dihora is there for you: Phone +49 6151 705-573

Fraunhofer Institute for Structural Durability and System Reliability LBF

Requisition Number: 84126 Application Deadline: