SYSTEM AND METHOD TO PREDICT CALIBRATION VALUES BASED ON EXISTING CALIBRATIONS
First Claim
1. A system for predicting a calibration value for a vehicle, the system comprising:
- an electronic processor configured to;
receive a plurality of training data sets for a vehicle component;
automatically develop a prediction model based on the plurality of training data sets;
receive an input data set;
determine, using the prediction model, a predicted calibration value based on the input data set; and
transmit the predicted calibration value to an electronic control unit included in the vehicle;
wherein each of the plurality of training data sets includes one or more inputs and one or more corresponding outputs.
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Accused Products
Abstract
A system to predict calibration values for a vehicle. The system is configured to receive a plurality of training data sets for a component of the vehicle. Each of the plurality of training data sets includes one or more training inputs and one or more corresponding training outputs. The system is further configured to automatically develop a prediction model based on the plurality of training data sets. The system is further configured to receive an input data set and determine, using the prediction model, a predicted calibration value based on the input data set. The system is further configured to transmit the predicted calibration value to an electronic control unit of the vehicle.
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Citations
20 Claims
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1. A system for predicting a calibration value for a vehicle, the system comprising:
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an electronic processor configured to; receive a plurality of training data sets for a vehicle component; automatically develop a prediction model based on the plurality of training data sets; receive an input data set; determine, using the prediction model, a predicted calibration value based on the input data set; and transmit the predicted calibration value to an electronic control unit included in the vehicle; wherein each of the plurality of training data sets includes one or more inputs and one or more corresponding outputs. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A method of predicting a calibration value for a vehicle, the method comprising:
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receiving, with an electronic processor, a plurality of training data sets for a component of the vehicle, wherein the each of the plurality of training data sets includes one or more training inputs and one or more corresponding training outputs; automatically developing, with the electronic processor, a prediction model based on the plurality of training data sets; receiving, with the electronic processor, an input data set; determining, with the electronic processor using the prediction model, a predicted calibration value based on the input data set; and transmitting, with the electronic processor, the predicted calibration value to an electronic control unit included in the vehicle. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification