US 11,807,050 B2
Apparatus and methods for predicting locations inducing tire pressure changes
Jerome Beaurepaire, Berlin (DE); Leon Stenneth, Chicago, IL (US); and Jeremy Michael Young, Chicago, IL (US)
Assigned to HERE GLOBAL B.V., Eindhoven (NL)
Filed by HERE GLOBAL B.V., Eindhoven (NL)
Filed on Nov. 24, 2021, as Appl. No. 17/534,895.
Prior Publication US 2023/0158842 A1, May 25, 2023
Int. Cl. B60C 23/04 (2006.01); G01C 21/34 (2006.01)
CPC B60C 23/0474 (2013.01) [B60C 23/0491 (2013.01); G01C 21/3461 (2013.01); G01C 21/3476 (2013.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus comprising at least one processor and at least one non-transitory memory including computer program code instructions, the computer program code instructions configured to, when executed, cause the apparatus to:
receive historical data of an event in which a first vehicle is impacted by a first tire pressure change at a first road segment, the historical data indicating point-of-interest (POI) information associated with the first road segment; and
train a prediction model using the historical data, wherein the prediction model is configured to determine a likelihood in which a second road segment induces a second tire pressure change for a second vehicle based on POI information associated with the second road segment.