Electric vehicle charging monitoring method and system
The invention discloses an electric vehicle charging monitoring method and system, and the method comprises the steps: a cloud server obtains data, carries out the training of an electric vehicle charging monitoring model, and finally obtains the model parameters of the electric vehicle charging mon...
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Main Authors | , |
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Format | Patent |
Language | Chinese English |
Published |
30.08.2022
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Subjects | |
Online Access | Get full text |
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Summary: | The invention discloses an electric vehicle charging monitoring method and system, and the method comprises the steps: a cloud server obtains data, carries out the training of an electric vehicle charging monitoring model, and finally obtains the model parameters of the electric vehicle charging monitoring model until the model parameters are converged or the maximum training cycle number is reached; the cloud server compresses the trained electric vehicle charging monitoring model to obtain a compressed electric vehicle charging monitoring model; migrating and deploying the compressed electric vehicle charging monitoring model to a plurality of user edge ends in an unsupervised manner under a federal migration learning framework; and the plurality of user edge ends use the migrated and deployed electric vehicle charging monitoring models to carry out charging monitoring on respective electric vehicles, filtering processing is carried out, and finally a charging monitoring result is output. According to the m |
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Bibliography: | Application Number: CN202210620528 |