公开(公告)号：US20240104589A1

公开(公告)日：2024-03-28

申请号：US17951156

申请日：2022-09-23

Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

Inventor： Klaus Trangbaek ,  Yaron Veksler ,  Oren Herstic ,  Vladimir Suplin ,  Daniel Urieli

IPC: G06Q30/02

CPC classification number: G06Q30/0202 ,  G06Q30/0205

Abstract: A method that includes obtaining demand data, consumer data, and historical demand data, the demand data represents a demand of consumers for a supply over a past time period in a geographic zone. The demand data includes a recent time segment having unreliable demand information. The consumer data. The method further includes, based on the demand data, estimating a scalar of the demand, and, based on the historical demand data, modeling a standardized model demand profile of mean demand over multiple past time periods. Further, the method includes producing a short-term demand prediction of the consumers of the supply over a portion of a forthcoming time period. The short-term demand prediction is based, at least in part, on the standardized model demand profile, the demand data, and the consumer data.