This dataset contains trailer telematic data aggregated per vehicle trip. This includes data from GPS, Electronic Braking System (EBS) and Tire Pressure Monitoring System (TPMS). This set of information is calculated onboard and covers the duration of the trip. This data is collected on trailers for fleet management purposes (such as vehicle localization and tire pressure monitoring), by the Michelin Connected Fleet Trailer Premium offer.
For fleet manager, this dataset can be integrated in the maintenance or operations software in order to get a full updated view of the trailers fleet.
For maintenance workshops, it highlights the potential anomalies of a trailer fleet and therefore can help the maintenance actions prioritization and planning.
For safety statistics, it aggregates indicators that might illustrate safety issues (like tire pressure, EBS default codes) and helps predicting / preventing safety events.
Dataset Features Definition
Dataset Features Definition
One trip and one tire per line.
Temperature is measured inside the tire, sensor attached to the rim.
Position of tire is defined as 0xAB where A provides the axle number and B the left to right position (0 to 3) — e.g. 0x32 refers to the inner right tire (2) of the third axle.Title Description Type VID Vehicle client identifier string ROName Remote object identifier (telematic device) string GPSStartDateTime Start of a trip date and time Int64 GPSStartLatitude Start of trip latitude float64 GPSStartLongitude Start of trip longitude float64 GPSEndDateTime End of a trip date and time Int64 GPSEndLatitude End of trip latitude float64 GPSEndLongitude End of trip longitude float64 GPSVehDist Trip distance measured by GPS float64 TireLocation Position of the tire string TireNominalPressure Tire nominal pressure Int64 FirstTirePressure First tire pressure of a trip [bar] float64 FirstTireTemperature First tire temperature of a trip [°C] Int64 LastTirePressure Last tire pressure of a trip [bar] float64 LastTireTemperature Last tire temperature of a trip [°C] Int64 MinTirePressure Minimum tire pressure of a trip [bar] float64 MinTireTemperature Minimum tire temperature of a trip [°C] Int64 MaxTirePressure Maximum tire pressure of a trip [bar] float64 MaxTireTemperature Maximum tire temperature of a trip [°C] Int64 EBSLoadAverage Arithmetic load average during trip [kg] Int64 EBSBrakeCount EBS (Electronic Braking System, see ISO 11992-2) brake count during trip Int64 EBSWarningYellowCount Sum of yellow warning counter value observed during trip Int64 EBSWarningRedCount Sum of red warning counter value observed during trip Int64 EBSABSCount Sum of ABS launching during trip Int64 EBS11ebsVdcActiveTowedCounter Sum of EBS 11 Vehicle Dynamic Control active towing counter values during trip Int64 EBS12ropSystemCounter Sum of EBS 12 Roll Over Protection system counter values during trip Int64 EBS12ycSystemCounter Sum of EBS 12 Yaw Control system counter values during trip Int64 EBS21ebsVdcActiveTowedCounter Sum of EBS 21 Vehicle Dynamic Control active towing counter values during trip Int64