PhD Position Distributed Optimization in Cyber-Physical Networks
Updated: 01 Jul 2022
This position aims at improving our understanding and control of cyber-physical systems composed of a large number of interconnected and embedded components. Such networks of systems contain a huge number of sensors and actuators that generate a tremendous amount of data to be processed in real-time in order to increase the autonomy of the participating entities, or accomplish a high level of automation.
We are looking for a talented, motivated and outstanding Ph.D. candidate with enthusiasm for fundamental research challenges at the interface of Systems and Control Theory, Optimization, and Operations Research in order to develop new theories, methodologies, algorithms, and numerical tools to optimize over such complex networked systems.
The successful candidate will be supervised by Tamas Keviczky (TU Delft), and will conduct both theoretical and algorithmic/applied research on the development and validation of optimization and control strategies that allow distributed and fast solutions in an embedded (resource constrained) environment. The list of envisioned activities include:
- Development of novel distributed optimization algorithms for large-scale systems
- Accelerated optimization algorithm design from a controls/dynamical systems perspective
- Applications in learning and estimation, control and decision-making problems associated with cyber-physical networks
We offer the opportunity to perform scientifically challenging research in a multi- disciplinary research group in collaboration with several key academic (and industrial) partners working on next-generation distributed control and optimization solutions. The PhD student will also be able to participate in the research school DISC.
The department Delft Center for Systems and Control (DCSC) of the faculty Mechanical, Maritime and Materials Engineering, coordinates the education and research activities in systems and control at Delft University of Technology. The Centers' research mission is to conduct fundamental research in systems dynamics and control, involving dynamic modelling and machine learning, advanced control theory, AI, optimization and signal analysis. The research is motivated by advanced technology development in physical imaging systems, renewable energy, health and biomedical technology, robotics, and transportation systems.
- Candidates for this challenging project should have an MSc degree and background in e.g., systems and control, operations research, applied mathematics, electrical/mechanical engineering, or related field.
- The candidate should demonstrate a strong mathematical background in terms of optimization and preferably also systems and control theory.
- A successful candidate should have good programming skills, an ability and interest to conduct interdisciplinary research, and act as a team player who is willing to actively participate and initiate national/international collaborations with fellow researchers across diverse scientific fields, potential industrial partners, and other stakeholders.
- In addition, excellent written and oral communication skills in English are important for this position (Dutch not required).
Doing a PhD at TU Delft requires English proficiency at a certain level to ensure that the candidate is able to communicate and interact well, participate in English-taught Doctoral Education courses, and write scientific articles and a final thesis. For more details please check the Graduate Schools Admission Requirements.
Doctoral candidates will be offered a 4-year period of employment in principle, but in the form of 2 employment contracts. An initial 1,5 year contract with an official go/no go progress assessment within 15 months. Followed by an additional contract for the remaining 2,5 years assuming everything goes well and performance requirements are met.
Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities, increasing from € 2443 per month in the first year to € 3122 in the fourth year. As a PhD candidate you will be enrolled in the TU Delft Graduate School. The TU Delft Graduate School provides an inspiring research environment with an excellent team of supervisors, academic staff and a mentor. The Doctoral Education Programme is aimed at developing your transferable, discipline-related and research skills.
The TU Delft offers a customisable compensation package, discounts on health insurance and sport memberships, and a monthly work costs contribution. Flexible work schedules can be arranged. For international applicants we offer the Coming to Delft Service and Partner Career Advice to assist you with your relocation.
38 - 40 hours per week