Anomaly synonym5/1/2023 ![]() ![]() The computer processor when executing the instructions cause the computer processor to receive and process vehicle data, environmental data, and vehicle attributes from one or more datastores, wherein the vehicle data, environmental data, and vehicle attributes are associated with a plurality of vehicles, and the vehicle data at least partial based on detections made by input devices of each of a plurality of mobile devices associated with the plurality of vehicles. ![]() The operations may also include determining vehicle attributes for the plurality of vehicles, at least a portion of the vehicle attributes for the plurality of vehicles retrieved from the at least one datastore based on information of the vehicle data, determining environmental data associated with vehicle data, at least a portion of the environmental data retrieved from the at least one datastore based on information of the vehicle data, and training a machine-learning model with the vehicle data, the vehicle attributes, and the environmental data, the machine-learning model trained to detect anomalies associated with vehicles having the at least one of the vehicle attributes.Įmbodiments may also include one or more devices, apparatuses, systems, components and so forth including a computer processor, and a memory to store instructions. Various embodiments described herein may include one or more devices, apparatuses, systems, components, and so forth to perform the operations of determining vehicle data for a plurality of vehicles, the vehicle data based on detections made by input devices of a plurality of mobile devices detected within the plurality of vehicles. Early and convenient detection of problems with vehicles may enable vehicle owners to make repairs before they become costly. In addition, vehicle owners typically do not take their vehicles in for repairs and diagnosing until a problem has become bad and expensive parts are required to fix the issue. Requiring expensive and specialized equipment all but makes it impossible for the owner of the vehicle to perform at home diagnostics. Service facilities are required to have expensive computers and specialized equipment to read the devices and sensors of the vehicle. The information may then be downloaded and read by a mechanic servicing a vehicle to help detect problems. In recent years, automobiles have been equipped with diagnostic sensors and processing equipment designed to monitor the operation of the vehicle and record faults and other operating parameters. Effective diagnostic tests may detect undesirable operating conditions and anticipate mechanical failures, thereby improving the performance and safety of the vehicle. Detecting issues early with a vehicle is an important part of maintaining and repairing the vehicle.
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