TU Delft

PhD: Constraint-Based Real-Time Scheduling for Manufacturing Systems

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Faculty Electrical Engineering, Mathematics and Computer Science

The Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS) is known worldwide for its high academic quality and the social relevance of its research programmes. The faculty’s excellent facilities accentuate its international position in teaching and research. Within this interdisciplinary and international setting the faculty employs more than 1100 employees, including about 400 graduate students and about 2100 students. Together they work on a broad range of technical innovations in the fields of sustainable energy, telecommunications, microelectronics, embedded systems, computer and software engineering, interactive multimedia and applied mathematics.

The EEMCS faculty includes two Computer Science Departments (Intelligent Systems and Software Technology). The two departments closely work together both in research and in education. The departments jointly employ 60 faculty members as well as 10 teaching faculty aimed at supporting the delivery of world class computer science education at substantial scale. The two departments conduct world leading research in the major computer science disciplines. Their research programs comprise a balanced mix of curiosity-driven foundational research, and use-inspired research in such application domains as health and well-being, creative industry, fintech, logistics, and energy.

The Faculty of Mechanical, Maritime and Materials Engineering (3mE) at TU Delft trains committed engineering students, PhD candidates and post-doctoral researchers in groundbreaking scientific research in the fields of mechanical, maritime and materials engineering. 3mE is the epitome of a dynamic, innovative faculty, with a European scope that contributes demonstrable economic and social benefits.

The department Delft Center for Systems and Control (DCSC) of the 3mE faculty coordinates the education and research activities in systems and control at TU Delft. The centre’s research mission is to conduct fundamental research in systems dynamics and control, involving dynamic modelling, advanced control theory, optimisation and signal analysis. The research is motivated by advanced technology development in physical imaging systems, renewable energy, robotics and transportation systems.

Located in a charming college town, TU Delft is the largest and oldest public technological university in the Netherlands. The university is regularly ranked among the most highly-rated worldwide for engineering and technology. Information about academic careers in the Netherlands and working at TU Delft can be found at www.factcards.nl and Coming to The Netherlands & TU Delft. 

Functie omschrijving

The NWO-funded SAM-FMS project will deliver new scheduling and co-design methods by pursuing model-driven and constraint-based synthesis approaches based on flow-shop models of manufacturing systems. The methods will be developed in close collaboration with Canon Production Printing (formerly Océ) and ESI (TNO).

Delft University of Technology offers a paid PhD position as part of the SAM-FMS project, on the topic of constraint-based real-time scheduling with application to cyber-physical systems such as contemporary manufacturing systems. The position is offered in the Algorithmics group, department of Software Technology, faculty of Electrical Engineering, Mathematics and Computer Science, in conjunction with the Delft Center for Systems and Control.

The position will explore a set of related questions: constraint-model learning; design-time and online constraint-model specification and optimisation; adaptive real-time scheduling; and co-design via parametric constraint-based scheduling and reinforcement learning.

Functie eisen

The successful candidate will work closely with internal and external partners to help achieve the SAM-FMS project objectives. Specifically, close co-operation is needed with the industrial partner, and with the Electronic Systems group of the TU Eindhoven and with the Software Science department of Radboud University Nijmegen. You will be expected to be present on-site at Canon Production Printing (Venlo, Netherlands) two days per week on average.

Candidates of any background, with expertise or strong interest in machine learning, will be considered. Your MSc degree can be in computer science, mechanical engineering, applied mathematics, or other relevant field. Competence in Python is necessary and C++ is helpful. Professional fluency in English is required; fluency in Dutch is an advantage.

The preferred starting date of the four-year FTE position is September 2020.

Arbeidsvoorwaarden

TU Delft offers a customisable compensation package, a discount for health insurance and sport memberships, and a monthly work costs contribution. Flexible work schedules can be arranged. An International Children’s Centre offers childcare and an international primary school. Dual Career Services offers support to accompanying partners. Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities.

As a PhD candidate you will be enrolled in the TU Delft Graduate School. TU Delft Graduate School provides an inspiring research environment; an excellent team of supervisors, academic staff and a mentor; and a Doctoral Education Programme aimed at developing your transferable, discipline-related and research skills. Please visit www.tudelft.nl/phd for more information.

Informeren en solliciteren

For more information and informal enquiries, please contact Dr Neil Yorke-Smith, email: n.yorke-smith@tudelft.nl. Please do not send applications to this address.

To apply, please send a full CV and letter of motivation, both as pdf files, to vacancies-eemcs@tudelft.nl. Include the vacancy number in the subject line.

Acquisitie naar aanleiding van deze vacature wordt niet op prijs gesteld.

Uren per week: 20-40 uur per week

Salaris: € 2.325,- tot € 2.972,- per maand

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