Deutsche Bahn: Data-Driven and Optimal Operations CHALLENGE Deutsche Bahn (DB) is the biggest train operator in in the world and its operations cover almost every station in Germany as well as in Europe. Amongst others, the main problem DB faces, is the optimal revenue share between its subsidiaries, which requires the identification of routes and transitions between trains that passengers follow, in line with privacy. Moreover, they were in search for developing predictive maintenance for their operations in- and out of stations. Besides; • Navigation of people inside the stations • Number and location of passengers in each compartment of the train • Optimal use of their spaces and • Understanding their passengers and the trends were some of their concerns.

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