PhD Position Data-driven Prediction and Decision making for Maintenance of Railway Tracks

PhD Position Data-driven Prediction and Decision making for Maintenance of Railway Tracks

Published Deadline Location
21 Dec 5 Feb Delft

You cannot apply for this job anymore (deadline was 5 Feb 2023).

Browse the current job offers or choose an item in the top navigation above.

Job description

This PhD project is part of the European ERJU (Europe’s Rail Joint Undertaking) project IAM4RAIL. The goal of the overall project is to develop novel methods for asset management of railway infrastructure.
The aim of this PhD project is to develop novel prediction and decision making methods for maintenance of railway tracks. A first step involves the development of improved methods for prediction of track condition based on multi-sensing (i.e., integration and fusion of heterogeneous data from various sources). We will in particular focus on track geometry and condition prediction using a combination of model-based and data-driven approaches. A next step involves the identification of the needs for maintenance of the railway infrastructure based on the predictions, measurements, and data analysis. The third part of the PhD project involves the development of optimization-based and/or AI-based methods for planning and scheduling of maintenance operations taking into account operational costs, risks, and the need to minimize disruption to railway traffic.
This PhD project is done in close cooperation with the Section of Railway Engineering of Delft University of Technology.

Specifications

Delft University of Technology (TU Delft)

Requirements

We are looking for a candidate with an MSc degree in systems and control, applied mathematics, computer science, electrical engineering, or a related field, and with a strong background or interest in systems & control, machine learning, and railway infrastructure. The candidate is expected to work on the boundary of several research domains.
A good command of the English language is required. More specifically, 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.

Conditions of employment

Fixed-term contract: 4 years.

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 € 2541 per month in the first year to € 3247 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.

Employer

Delft University of Technology

Delft University of Technology is built on strong foundations. As creators of the world-famous Dutch waterworks and pioneers in biotech, TU Delft is a top international university combining science, engineering and design. It delivers world class results in education, research and innovation to address challenges in the areas of energy, climate, mobility, health and digital society. For generations, our engineers have proven to be entrepreneurial problem-solvers, both in business and in a social context.

At TU Delft we embrace diversity as one of our core values and we actively engage to be a university where you feel at home and can flourish. We value different perspectives and qualities. We believe this makes our work more innovative, the TU Delft community more vibrant and the world more just. Together, we imagine, invent and create solutions using technology to have a positive impact on a global scale. That is why we invite you to apply. Your application will receive fair consideration.

Challenge. Change. Impact!

Department

Faculty Mechanical, Maritime and Materials Engineering

The Faculty of 3mE carries out pioneering research, leading to new fundamental insights and challenging applications in the field of mechanical engineering. From large-scale energy storage, medical instruments, control technology and robotics to smart materials, nanoscale structures and autonomous ships. The foundations and results of this research are reflected in outstanding, contemporary education, inspiring students and PhD candidates to become socially engaged and responsible engineers and scientists. The faculty of 3mE is a dynamic and innovative faculty with an international scope and high-tech lab facilities. Research and education focus on the design, manufacture, application and modification of products, materials, processes and mechanical devices, contributing to the development and growth of a sustainable society, as well as prosperity and welfare.

Click here to go to the website of the Faculty of Mechanical, Maritime and Materials Engineering. Do you want to experience working at our faculty? These videos will introduce you to some of our researchers and their work.

Specifications

  • PhD
  • Engineering
  • max. 38 hours per week
  • €2541—€3247 per month
  • University graduate
  • TUD03287

Employer

Delft University of Technology (TU Delft)

Learn more about this employer

Location

Mekelweg 2, 2628 CD, Delft

View on Google Maps

Interesting for you