A method may include detecting a first pressure and a second pressure of a fluid in a brake pipe of a vehicle system that includes a plurality of vehicles and extends from a lead vehicle to an end vehicle. The first pressure may be measured in the lead vehicle and the second pressure may be measured in the end vehicle. The method may further include determining a pressure differential signature between the first pressure and the second pressure and evaluating the pressure differential signature with a machine learning model to determine whether a blockage or a leak exists in the brake pipe. A system may include one or more processors configured to detect a first pressure and a second pressure of a fluid in a brake pipe. The one or more processors may be further configured to determine a pressure differential signature between the first pressure and the second pressure and evaluate the pressure differential signature with a machine learning model to determine whether a blockage exists in the brake pipe. 60> DETECT A FIRST PRESSURE AND A SECOND PRESSURE OF A FLUID IN A 64-\_ DETERMINE A PRESSURE DIFFERENTIAL SIGNATURE BETWEEN THE FIRST PRESSURE ANDTHESECONDPRESSURE 66-\N_ EVALUATE THE PRESSURE DIFFERENTIAL SIGNATURE WITH A MACHINE LEARNING MODEL TO DETERMINE WHETHER A BLOCKAGE EXISTS IN THE BRAKE PIPE
SYSTEMS AND METHODS FOR DETECTING BRAKE SYSTEM ANOMALIES
2022-11-24
Patent
Elektronische Ressource
Englisch
IPC: | B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF / G01M TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES , Prüfen der statischen oder dynamischen Massenverteilung rotierender Teile von Maschinen oder Konstruktionen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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