Identifying electric vehicle owners

摘要

The subject disclosure relates to methods and systems for identifying and classifying electric-vehicle (EV) owners. Methods of the subject technology can include steps for generating an initial model based on a plurality of load-curve characteristics, and training the initial model using a training data set to produce a configured model. In some implementations, the methods can also include steps for determining a probabilistic classification for each of a second plurality of users by analyzing load-curve data associated with the second plurality of users using the configured model. Systems and computer readable media are also provided.

主权项

1. A computer-implemented method for identifying electric-vehicle owners, comprising:
generating an initial model based on a plurality of power load-curve characteristics; training the initial model using a training data set to produce a configured model, wherein the training data set comprises load curve data associated with a first plurality of users for whom electric-vehicle ownership status is known; and determining a probabilistic classification for each of a second plurality of users by analyzing load-curve data associated with the second plurality of users using the configured model.