Truck

Another important part of the industry is his supply chain which should be efficient and reliable. This case study is based on data collected from the Onboard Diagnostic (OBD) system, GPS and additional sensors on over 50 Renault trucks belonging to a mining company. The predictive models designed help to anticipate most of the critical engine failures the trucks used to face in the past and by this way, drastically optimized their reliability.

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Components

Sensors

Sensors Data

Data description

Failures scenario