Facts about the project
Project manager
Karl-Olof Lindahl
Other project members
Björn Lindenberg, Jonas Nordqvist, Magnus Perninge, Roger Pettersson
Participating organizations
Linnaeus University
Financier
Linnaeus University
Timetable
2020–
Subject
Mathematics (Department of Mathematics, Faculty of Technology)
Electrical engineering (Department of Physics and Electrical Engineering, Faculty of Technology)
More about the project
The reliability of a system is basically about a system's ability to function without failure. An important way to increase the reliability of a system (or equipment) is to perform scheduled maintenance. This in itself can be costly.
In this project, we focus in particular on developing algorithms in reinforcement learning with the aim of scheduling planned maintenance at a minimal cost, under the condition that systems meet given requirements for reliability.
In the project, we develop:
- Models for reliability
- Tailor-made algorithms for optimal scheduling of maintenance
- Risk analysis
The project is part of the research in the theme AI and machine learning for optimization and operations reserach.