Making the Switch: Predictive Maintenance on Railway Switches (Chris Pool, Jeroen Vlek)

Описание к видео Making the Switch: Predictive Maintenance on Railway Switches (Chris Pool, Jeroen Vlek)

For a big Dutch railway maintenance company, Anchormen developed a predictive model on top of Spark that takes sensor data from all their switches and predicts whether a switch will break within the next 7 days, so our client can schedule a maintenance repair. Using the sensor data, we developed a decision tree based model for 7000 switches in the Netherlands, potentially impacting the lives of millions of travelers, with potential roll-out for the rest of Europe.

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