In one aspect, a controller for detecting erroneous data generated at an electric vehicle charging station (EVCS) is provided. The EVCS includes a plurality of electric vehicle supply equipment (EVSE) for charging electric vehicles. The controller is configured to store a plurality of data models that predict a current at a point of common coupling (PCC) drawn by the EVCS from a utility, where each of the plurality of data models ignores measurements from a different one of the plurality of EVSEs, generate a plurality of predicted current values, each generated using a different one of plurality of data models, measure an actual current value at the PCC, calculate a plurality of difference values, each comprising a difference between one of the predicted current values and the actual current value, and determine whether the erroneous data is being generated based on the plurality of difference values.
DETECTION OF ERRONEOUS DATA GENERATED IN AN ELECTRIC VEHICLE CHARGING STATION
2024-08-29
Patent
Electronic Resource
English
DETECTION OF ERRONEOUS DATA GENERATED IN AN ELECTRIC VEHICLE CHARGING STATION
European Patent Office | 2024
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