The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 17, 2021
Filed:
Apr. 07, 2020
Toyota Motor Engineering and Manufacturing North America, Inc., Plano, TX (US);
Emily S Lerner, Brighton, MI (US);
Ryan M Wiesenberg, Ann Arbor, MI (US);
Kristofer Kusano, Ann Arbor, MI (US);
TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC., Plano, TX (US);
Abstract
Methods and systems may provide for technology to collect data related to tire pressure of a vehicle via one or more tire pressure monitoring sensors (TPMS), and provide a warning for a low or high tire pressure based on weather patterns determined by a historic weather data subsystem. The weather patterns may include fluctuations and steady states of temperature. A TPMS machine learning subsystem may use tire pressure data and weather data to provide an alert as to whether an indicator associated with the one or more TPMS sensors was activated due to changing weather. The TPMS machine learning subsystem may also determine a probable accuracy of the TPMS alert based on the TPMS data and weather-related data including checking for outliners in the weather patterns.