Ario

Non-alert driving is one of the main causes of heavy goods vehicles involved in road accidents. Demerstee Transport Solutions developed a sensor to monitor micro-steering corrections at a high frequency.

These micro-corrections are indicative of a driver’s alertness and can, as such, be used as a drivers warning system. The pattern of this steering behavior is, however, vehicle and driver dependent, and should take into account contextual information such as road geometry. In cooperation with IMOB (UHasselt) and UZA, driving simulations were carried out to collect a vast amount of reference data. Using machine learning techniques (time-series analytics, pattern detection, forecasting) real-time sensor data and historical data are combined to assess a driver’s level of alertness.

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Ario
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Actionable insights

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Data engineering

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Solution design

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Ideation

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