Daniela Narezo-Guzman, Ph.D. and M.Sc. in Applied Physics from the University of Twente, the Netherlands. Since 2017 researcher in the Asset Management and Monitoring group at the Institute of Transportation Systems from the German Aerospace Center, in Berlin. Research focus: condition-based and predictive maintenance of railway switches using statistics, data mining and machine learning methods.