An ensemble prediction model for train delays

Thanh Lam Hoang
Thanh Lam Hoang
Randall Cogill
Randall Cogill
Thomas Walter
Thomas Walter

Transportation Research Part C: Emerging Technologies, (2019): 196-209

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Abstract:

•Data-driven train delay forecasting using machine learning at scale.•Using operational data from Deutsche Bahn for 25,000 trains daily.•Online method combines machine learning and simulation.•Key pre-processing steps handled automatically.

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