公开(公告)号：US20220416571A1

公开(公告)日：2022-12-29

申请号：US17849176

申请日：2022-06-24

Applicant: X Development LLC

Inventor： Leo Francis Casey ,  Page Furey Crahan ,  Raymond Daly ,  Nicole Limtiaco ,  Xinyue Li ,  Gaurav Desai ,  David Charles Chou ,  Peter Evans ,  Matthew L. Ginsberg

IPC: H02J13/00 ,  H02J3/00 ,  H02J3/38 ,  G05B19/042 ,  G01R22/06

Abstract: A method for electrical grid monitoring using aggregated smart meter data includes receiving, from an electric grid monitoring device, electrical data aggregated from a plurality of electric meters each connected to a secondary side of at least one electrical transformer within a local geographic region. Each electric meter is configured to generate measurement data based on measurements taken at a respective electrical load. The electrical data indicates one or more characteristics of a secondary electrical distribution system connected to the at least one electrical transformer. The method includes determining, based on the electrical data aggregated from the plurality of electric meters, one or more characteristics of the primary electrical distribution system connected to the electrical transformer.

公开(公告)号：US20230411960A1

公开(公告)日：2023-12-21

申请号：US18331765

申请日：2023-06-08

Applicant: X Development LLC

Inventor： Phillip Ellsworth Stahlfeld ,  Leo Francis Casey ,  Xinyue Li ,  Gaurav Desai ,  Ananya Gupta ,  Aviva Cheryl Shwaid ,  Laura Elizabeth Fedoruk

IPC: H02J3/00 ,  G06T7/00 ,  G01N29/14

CPC classification number: H02J3/001 ,  G06T7/0004 ,  G06T2207/20081 ,  G06T2207/10048 ,  G01N29/14

Abstract: Methods, systems, and apparatus, including medium-encoded computer program products, for predicting electrical component failure. A first sensor measurement of a component of an electrical grid taken at a first time can be obtained. A second sensor measurement of the component taken at a second time can be identified, and the second time can be after the first time. An input, which can include the first sensor measurement and the second sensor measurement, can be processed using a machine learning model that is configured to generate, based on one or more changes in one or more characteristics of the component as depicted in the second sensor measurement compared to the first sensor measurement, a prediction representative of a likelihood that the component will experience a type of failure during a time interval. Data indicating the prediction can be provided for presentation by a display.

公开(公告)号：US20220343230A1

公开(公告)日：2022-10-27

申请号：US17725964

申请日：2022-04-21

Applicant: X Development LLC

Inventor： Leo Francis Casey ,  Page Furey Crahan ,  Amanda McNary ,  Gaurav Desai ,  Peter Evans ,  Raymond Daly ,  Xinyue Li ,  Eugene Kim ,  Phillip Ellsworth Stahlfeld ,  David Charles Chou ,  Nicole Limtiaco

IPC: G06Q10/06 ,  G06Q50/06

Abstract: A computer-implemented method executed by one or more processors includes providing, for presentation by a display, a user interface including graphics depicting one or more fields for receiving input for simulations of electrical grid scenarios; receiving input for a scenario including a proposed modification to the electrical grid; performing a simulation by modeling the input in a virtual model of an electrical grid; modifying the user interface to include graphics depicting: one or more visualizations of results of the simulation for the scenario; and a menu of options for modifying the input; receiving a selection from the menu of options for modifying the input; performing a modified simulation by modeling the modified input in the virtual model of the electrical grid; and modifying the user interface to include graphics depicting one or more visualizations of the results of the simulation compared to the results of the modified simulation.

公开(公告)号：US20220300679A1

公开(公告)日：2022-09-22

申请号：US17644393

申请日：2021-12-15

Applicant: X Development LLC

Inventor： LEO FRANCIS CASEY ,  Gaurav Desai ,  Page Furey Crahan ,  Peter Evans ,  Raymond Daly ,  Xinyue Li ,  Amanda McNary ,  Phillip Ellsworth Stahlfeld ,  David Charles Chou ,  Nicole Limtiaco

IPC: G06F30/20

Abstract: A computer-implemented method executed by one or more processors includes receiving a request for an output of an electrical grid simulation, the request including data indicating one or more input parameters for the simulation; in response to receiving the request, accessing a virtual model of an electrical grid, the virtual model including multiple different model configurations; selecting, based on the requested output from the simulation, and based on the one or more input parameters for the simulation, (i) a simulation mode including a resolution and scale of the simulation and (ii) one of the multiple different model configurations; executing an electrical grid simulation in the selected simulation mode using the selected model configuration; and based on results of the electrical grid simulation, providing the requested output of the electrical grid simulation.