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Internship | Optimization of Manufacturing Systems

Posted 22 May 2024
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Work experience
0 to 0 years
Full-time / part-time
Full-time
Job function
Degree level
Required language
Dutch (Fluent)

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Internship and graduation project Eindhoven Master Fulltime – 40

Internship | Optimization of Manufacturing Systems

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About this position

Manufacturing systems are production facilities consisting of multiple machines that together fulfill customer jobs. A challenge in the optimization of manufacturing systems is finding an allocation of a batch of customer jobs to the available equipment that leads to the quickest completion given all constraints regarding shared resource usage, sequence-dependent set-up times, travel times, etc.

What will be your role?

There are many ways to allocate a batch of jobs to a manufacturing system’s equipment. As brute-force design space exploration of this optimization space is not feasible, one has to use more intelligent methods.A first goal of this assignment is to define generic methods to specify these allocation optimization spaces. A good optimization space specification should be complete enough to serve as a useful abstraction for finding solutions, but also general and flexible enough to accommodate different manufacturing systems with their own specific constraints.A second goal is defining methods to smartly search the optimization space without (greatly) affecting the quality of the solutions found. These methods may include heuristics to eliminate parts of the optimization space (decision diagrams, branch and bound, dominance rules, partial order reduction) and efficient heuristics or machine learning approaches to find solutions to kickstart the exploration of the optimization space.The developed methods are to be validated using industrial case studies. Production lines involving Canon’s professional printers and (third-party) finishing equipment, like stackers and booklet makers, will serve as one of the industrial cases to demonstrate and evaluate the developed methods.The assignment will (partially) be carried out at the facilities of TNO’s ESI department, which is located at the High Tech Campus in Eindhoven.

What we expect from you

You are a Master student in Computer Science, Mathematics or Electrical Engineering looking for a graduation assignment of 6-9 months. You have knowledge of performance modelling and/or optimization techniques. Moreover, you would like your graduation assignment to show the benefits of scientific system development methods in a high-tech organization.

What you'll get in return

You want to work on the precursor of your career; a work placement gives you an opportunity to take a good look at your prospective future employer. TNO goes a step further. It’s not just looking that interests us; you and your knowledge are essential to our innovation. That’s why we attach a great deal of value to your personal and professional development. You will, of course, be properly supervised during your work placement and be given the scope for you to get the best out of yourself. Naturally, we provide suitable work placement compensation.

TNO as an employer

At TNO, we innovate for a healthier, safer and more sustainable life. And for a strong economy. Since 1932, we have been making knowledge and technology available for the common good. We find each other in wonder and ingenuity. We are driven to push boundaries. There is all the space and support for your talent and ambition. You work with people who will challenge you: who inspire you and want to learn from you. Our state-of-the-art facilities are there to realize your vision. What you do at TNO matters: impact makes the difference. Because with every innovation you contribute to tomorrow’s world. Read more about TNO as an employer.At TNO we encourage an inclusive work environment, where you can be yourself. Whatever your story and whatever unique qualities you bring to the table. It is by combining our unique strengths and perspectives that we are able to develop innovations that make a real difference in society. Want to know more? Read what steps we are taking in the area of diversity and inclusion.

The selection process

After the first CV selection, the application process will be conducted by the concerning department. TNO will provide a suitable internship agreement. If you have any questions about this vacancy, you can contact the contact person mentioned below.Students must reside in the Netherlands before the start and also throughout the internship or graduation project at TNO.

Has this job opening sparked your interest?

Then we’d like to hear from you! Please contact us for more information about the job or the selection process. To apply, please upload your CV and covering letter using the ‘apply now’ button.

Apply now

More information about this vacancy?

Jacques Verriet

Innovation with purpose: that is what TNO stands for. We develop knowledge not for its own sake, but for practical application. TNO connects people and knowledge to create innovations that boost the competitive strength of industry and the well-being of society in a sustainable way.

Management Consulting
Den Haag
3,300 employees