Graduation: System Design Optimization

Graduation: System Design Optimization

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Job area
Location
Veghel, Netherlands.
Contract type
Full time
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Assignment type: Graduation

Start date: September 2024
Assignment duration: 9 months

Location: Veghel

Education level: WO

Desired study: Systems and Control, Mathematics, any technical study with programming affinity

Language: Dutch/English

Your assignment

Vanderlande uses a Configure-to-Order approach to design unique systems from existing building blocks. The current manual design process is time-intensive, allowing only a few configurations to be explored per project. By using Digital Twins (simulation models) to assess system performance, the design process can identify optimal solutions.
 

Automating this process could significantly accelerate design times and better meet customer needs. However, the vast search space makes brute-force testing impractical due to the high computational costs of Digital Twins.

This project aims to explore algorithms that efficiently navigate this search space, using Digital Twins to evaluate system performance, and apply the chosen algorithm to a test case to determine the best system design.

Your department

The Digital Twin Suite develops the software platform used to configure system-level Digital Twins for simulation and emulation purposes.

The Simulation team uses this simulation platform to configure project-specific simulation models, which they use to analyze and optimize system performance.

Your Profile

  • Decide on case on which to apply the assignment
  • Investigate suitable machine learning techniques and model setups.
  • Train a simplified component model that is suitable for integration in large system models
  • Analyse model accuracy, reliability, computational cost and other relevant performance metrics
  • Systems simulation models are done in Java
  • Agile way of working
  • Affinity with simulation and optimization
  • Mandatory enrolment to a Dutch Education System & resident of The Netherlands*

Contact

Do you recognize yourself in this challenging profile? Are you looking for an internship in our organization? Please fill out the application form and upload your resume and cover letter. For more information, contact us by e-mail: internship@vanderlande.com or contact Klejdi Filaj (Campus Recruiter) by phone: +31 4 134 946 51.

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