{
  "$type": "site.standard.document",
  "description": "An apparatus and method of predicting failure of an electric car charger that takes an environment around an electric car charger as input using an artificial intelligence technology are proposed. A method of operating an electronic apparatus that predicts failure of an electric car charger may…",
  "path": "/patents/1287476",
  "publishedAt": "2021-04-08T00:00:00.000Z",
  "site": "at://did:plc:oql6ds5vnff4ugar6rruliwd/site.standard.publication/3mn3ohu7oxx5w",
  "tags": [
    "B60L53/68",
    "LG ELECTRONICS INC."
  ],
  "textContent": "An apparatus and method of predicting failure of an electric car charger that takes an environment around an electric car charger as input using an artificial intelligence technology are proposed. A method of operating an electronic apparatus that predicts failure of an electric car charger may include: acquiring sensor data measured by a sensor; acquiring area information showing an area of the first electric car charger; acquiring weather information at a point in time when the sensor data at the area was measured; creating a failure prediction model based on an artificial neural network; creating learning data; training the failure prediction model on the basis of the learning data; creating input data; acquiring a result about the operation state of the first electric car charger; and predicting possibility of failure of the first electric car charger on the basis of the result.",
  "title": "APPARATUS AND METHOD FOR PREDICTING FAILURE OF ELECTRIC CAR CHARGER"
}