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AIT Austrian Institute of Technology
last mo.

Master Thesis “mixed-integer Optimization For Model Predictive Control Algorithms”(m/w/x)

Wien
from 603 / month
Part-timeInternshipOn-site

Description

In this master thesis role, you will dive into literature reviews and develop algorithms for optimal control problems. Your work will involve practical testing of solutions through simulations while collaborating with experts across various scientific fields.

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Requirements

  • •Ongoing master's studies in automation & control, technical mathematics, technical informatics, or comparable technical field
  • •Excellent knowledge in optimization
  • •Excellent knowledge of Matlab and Python
  • •Excellent technical understanding and analytical capabilities
  • •Enjoyment of application-oriented questions of industry
  • •High level of commitment and team spirit
  • •Good knowledge of German and/or English in word and writing

Education

Currently in higher education

Tasks

  • •Conduct a comprehensive literature review of known solution methods and available solvers
  • •Define an optimal control problem using an existing state-space model of the processing line
  • •Choose or develop an algorithm for solving the defined control problem
  • •Evaluate the algorithm based on reasonable performance metrics
  • •Test the solution algorithm through closed-loop simulations of an MPC tracking control strategy for strip temperature
  • •Implement the testing using Matlab
  • •Engage in scientific work training and discussions with interdisciplinary experts in mathematics, informatics, physics, control, and mechanical engineering

Tools & Technologies

MatlabPython

Languages

German – Business Fluent

English – Business Fluent

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