Ford Global Technolgoies, LLC

Vasiliy Krivtsov

William Stewart Johnston

Thomas Anthony Montgomery

Judy Jin

Kevin Michael Swenskowski

Sajjad Seyedsalehi

Mahtab Jahanbani Fard

Anatoliy Dubovitskiy

A computer includes a processor and a memory, the memory storing instructions executable by the processor to collect (a) ambient weather data, (b) vehicle speed data including at least one of a vehicle speed or an engine speed, and (c) operation data of a climate control subsystem of a vehicle, input the collected data to a regression program trained to output a predicted pressure of refrigerant of the climate control subsystem, the regression program trained with previously determined ambient weather data, data of a previous vehicle speed or a previous engine speed, and previous operation data of the climate control subsystem, determine an actual pressure of the refrigerant in the climate control subsystem, and actuate a component upon determining that a difference between the predicted pressure and the actual pressure falls below threshold.

Enhanced vehicle operation

Growing community of inventors

Ann Arbor, MI, United States of America

Vasiliy Krivtsov