Following my presentation on digitisation of freight rail, Katharina presented our work together with Nowe to come up with a model of friction enhancer behaviour and effects. The work shows her novel approach to strip theory that can calculate the adhesion area considering friction enhancers very efficiently.
The work now needs to be carried further calibrating and validating the model.
Another year passed. The second annual brake friction conference, once again in Derby and I have the opportunity to present a part of my work on automation of (legacy) brake systems. This may help to get automated and autonomous trains on track soon.
In the picture, you see a Cascade Classifier trained to detect brake equipment on the wagon side. As you can guess, plenty of data is required to train such AIs – which are not collected in the railway sector currently. For all those interested in the slides, download them here.
Maybe this is due to being invited after another presentation at SmartRail, for the valued reader of my blog the topic is not totally new… However, for all of you that want to see the slides (again): they can be downloaded here.
BTW: the paper won a best young scientist award at PHM Asia Pacific this summer, so why not try it? The full paper is Creative Commons Licensed and can be found on ResearchGate.