公开(公告)号：US20240113555A1

公开(公告)日：2024-04-04

申请号：US17959948

申请日：2022-10-04

Applicant: X Development LLC

Inventor： Phillip Ellsworth Stahlfeld ,  Ananya Gupta ,  Xinyue Li ,  Lucas Michael Ackerknecht

IPC: H02J13/00 ,  G05B13/02 ,  G05B13/04

CPC classification number: H02J13/00002 ,  G05B13/0265 ,  G05B13/042 ,  H02J2203/20

Abstract: Methods, systems, and apparatus, including medium-encoded computer program products, for configuring location-specific electrical load models while preserving privacy. A first machine learning model configured to predict electrical load curves of an electrical utility grid can be obtained from a server. Load values associated with a particular region of the electrical utility grid can be obtained. The load values can be applied as calibration input to the first machine learning model to produce first adjustment parameters for the first machine learning model. The first adjustment parameters can be provided to the server.