APPARATUS AND METHOD FOR PROCESSING DATA TO IMPROVE OPERATION OF MOTOR VEHICLES
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United States of America
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Issued Date -
Mar 13, 2025
app pub date -
Sep 9, 2024
filing date -
Sep 9, 2024
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Abstract
A method and system include receiving current data values for a group of vehicles, each of the current data values being generated by vehicles in the group of vehicles, and retrieving data external to the group of vehicles. They further include processing the data using two or more machine learning algorithms to identify a set of selected data values based on current operation and processing the set of selected data values, using a first and second machine learning algorithm, to generate predicted efficiency values for each vehicle. They further include determining if a predicted efficiency value of a first vehicle in the group of vehicles is less than a predicted efficiency for a second vehicle in the group of vehicles, comparing operational characteristics of the first and second vehicle based on the determination, and providing a message in order to improve efficiency for the first vehicle based on the comparison.
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