Master Thesis in Development of a CFD - ML methodology for mixing of hot
Afry AB / Logistikjobb / Göteborg
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AFRY provides engineering, design, digital and advisory services. We are devoted experts in industry, energy and infrastructure sectors, creating impact for generations to come. AFRY has Nordic roots with a global reach. Join us in accelerating the transition towards a sustainable society.
Job Description
We are looking for an ambitious and innovative graduate student to join our fluid mechanics team at AFRY to conduct a master thesis.
The aim of the thesis is to develop a methodology to use CFD-ML for predicting the mixing of hot and cold water. Mixing of hot and cold water is an important step within district heating. Previous work in this field at AFRY has been devoted to fluid mixing in a tube as shown below. The next step is to expand the work to include the proposed mixing process.
The master thesis will take place at AFRY's office in Gothenburg. Remote work can take place if the work tasks allow it.
Qualifications
You are a master of science student within either the following fields: Chemical Engineering, Mechanical engineering or physical engineering
Additional Information
Physical phenomena that will be included in the Master Thesis:
Modelling of the flow of hot and cold water flow mixing application. This includes turbulence modelling modifications-.
Planning of degree projects
The thesis starts with a literature study of two-three weeks on the present status on both mixing modelling and the capability of ML to forecast CFD-results.
A model of water mixing is set-up in a suitable CFD-software.
The model is then used for modelling different mixing units in the system in order to build a suitable solution space for the ML.
Develop a suitable CFD-ML route for prediction of the mixing process.
Compilation of results and report writing of the master degree project as well as production of power-point presentation for presentation of the degree project.
Time span for degree project:
January 2024 - July 2024
Contacts:
Fredrik Jareman
Fredrik.jareman@afry.comApplication deadline
10 December
At AFRY, we engineer change in everything we do. Change happens when brave ideas come together. When we collaborate, innovate technology, and embrace challenging points of view. That's how we're making future. We are actively looking for qualified candidates to join our inclusive and diverse teams across the globe. Join us in accelerating the transition towards a sustainable future.
Så ansöker du Sista dag att ansöka är 2023-11-25
Klicka på denna länk för att göra din ansökan Omfattning Detta är ett heltidsjobb.
Arbetsgivare Afry AB (org.nr 556120-6474)
Grafiska Vägen 2 (
visa karta)
412 63 GÖTEBORG
Jobbnummer 8217942
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