Patent №
US 11,610,441
Granted
2023-03-21
Filed 2017
Owner
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Lab
—
AI components
5
ml · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15629850
Systems and methods for identifying anomalous driving behavior for a vehicle based on past driving behavior are disclosed herein. The method may include receiving a set of time-series driving data for the vehicle, wherein the set of time-series driving data is indicative of a set of operating conditions for the vehicle. Performing machine learning operations on the set of time-series driving data. Identifying a set of anomalous conditions in the time-series driving data based on a result set produced by the machine learning operations, wherein the set of anomalous conditions are indicative of an anomalous vehicle behavior. Comparing the set of anomalous conditions to a set of historical time-series driving data for the vehicle. Generating a vehicle feedback based on the time-series driving data and the comparison of the set of anomalous conditions to the set of historical time-series driving data.
AI classification
Ownership
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
assignment · 427820582
Assignors
BERNICO, MICHAEL
On an employer assignment, the assignors are typically the inventors.