PhD Position - Deep learning models in Photovoltaic

Forschungszentrum Jülich

Germany

July 10, 2021

Description

Advertising division: IEK-5 - Photovoltaics

Reference number: 2021D-079

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  • job (pdf)
  • At the Institute for Energy and Climate Research - Photovoltaics (IEK-5) we do research in the field of solar cells along the value chain, from material and technology development to energy yield prediction of complete photovoltaic systems. On the systel level our key focuces in research is on data modelling and analysis. As a member of our team, you can contribute in this research field.

    The position is part of a third-party funded projekct to investigate defects in industrial c-Si PV modules. During the project a series of so-called Daylight electroluminescence (EL) images are collected that provide an insight into module health. At the same time, a series of sensory collect key electrical performance data on individual modules.The data is collected in several parks throughout Europe.

    We are offering a

    PhD Position - Deep learning models in Photovoltaic

    Your Job:

  • Implementation of various deep learning methods for image analysis. We working in the direction of selb-supervised learning models (simCLR, BYOL,SimSiam)

  • Implementation of these models and batch analysis of thousands of images

  • Presentation of the results at national and international conferences

  • Publication of the work in professional journals

  • Your Profile:

  • University degree (Master) in either physics, electrical engineering, computer science, mathematics, or related fields

  • Extensive programming experience os required, preferably also with Python

  • Experience in Machine learning

  • Being comfortable with a linux system

  • Excellent knowledge of written and oral English

  • Intrinsic motivation, initiative, and an ability to work independently

  • Our Offer:

    We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change! We offer ideal conditions for you to complete your doctoral degree:

  • A large research campus with green spaces, offering the best possible means for networking with colleagues and pursuing sports alongside work

  • A highly motivated working group as well as an international and interdisciplinary working environment at one of Europe's largest research establishments

  • Outstanding scientific and technical infrastructure

  • Opportunity to participate in (international) conferences and project meetings

  • Continuous scientific mentoring by your scientific advisor

  • Further development of your personal strengths, e.g. via a comprehensive further training programme

  • A structured doctoral degree programme for you and your supervisors with a comprehensive further training and networking package on our doctoral researchers' platform JuDocs: https: // www. fz-juelich.de/judocs

  • Targeted services for international employees, e.g. through our International Advisory Service

  • The position is initially for a fixed term of 3 years, with possible long-term prospects. Pay in line with up to 65 % of pay group 13 of the Collective Agreement for the Public Service (TVöD-Bund) and additionally 60 % of a monthly salary as special payment („Christmas bonus“). Further information on doctoral degrees at Forschungszentrum Jülich including our other locations is available at: https: // www. fz-juelich.de/gp/CareersDocs

    Forschungszentrum Jülich promotes equal opportunities and diversity in its employment relations. We also welcome applications from disabled persons.

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