{
  "$type": "site.standard.document",
  "description": "An apparatus and method for predicting availability data of electric vehicle charging points (EVCPs) are provided. The apparatus receives EVCP data associated with each of a plurality of EVCPs. The apparatus determines clustering features for each of the plurality of EVCPs based on the EVCP data…",
  "path": "/patents/1378277",
  "publishedAt": "2026-01-29T00:00:00.000Z",
  "site": "at://did:plc:oql6ds5vnff4ugar6rruliwd/site.standard.publication/3mn3ohu7oxx5w",
  "tags": [
    "G01C21/3679",
    "HERE GLOBAL B.V."
  ],
  "textContent": "An apparatus and method for predicting availability data of electric vehicle charging points (EVCPs) are provided. The apparatus receives EVCP data associated with each of a plurality of EVCPs. The apparatus determines clustering features for each of the plurality of EVCPs based on the EVCP data. The clustering features comprise a duration parameter, a predefined charging status parameter, a charging gap parameter, or a combination thereof. The apparatus generates clusters using a first model based on the clustering features. Each of the clusters comprises at least one of the plurality of EVCPs. The apparatus trains a second model to predict availability data associated with each EVCP within each of the clusters based on a data point associated with one or more EVCPs within said cluster.",
  "title": "APPARATUS AND METHOD FOR PREDICTING AVAILABILITY DATA OF ELECTRIC VEHICLE CHARGING POINTS"
}